diff --git a/lhcsmapi/api/analysis/qh/_common.py b/lhcsmapi/api/analysis/qh/_common.py index 48950f8a970a706e46c8a82df803ac8378369375..1f55906213da47edc6103382866feeb9a6c3e200 100644 --- a/lhcsmapi/api/analysis/qh/_common.py +++ b/lhcsmapi/api/analysis/qh/_common.py @@ -345,15 +345,13 @@ def analyze_single_qh_voltage_current_with_ref( # Calculate features first_last_u_df = signal_analysis.calculate_features( u_hds_decay_sync_dfs, [utility_features.first, utility_features.last20mean], timestamp_qh - ).round() + ) first_last_u_comp_df = comparison.compare_features_to_reference( first_last_u_df, circuit_type, "QH", wildcard={"CELL": source_qh}, nominal_voltage=discharge_level ) - first_r_df = signal_analysis.calculate_features(r_hds_dfs, utility_features.first20mean, timestamp_qh).round(2) - first_r_ref_df = signal_analysis.calculate_features( - r_hds_ref_dfs, utility_features.first20mean, timestamp_ref - ).round(2) + first_r_df = signal_analysis.calculate_features(r_hds_dfs, utility_features.first20mean, timestamp_qh) + first_r_ref_df = signal_analysis.calculate_features(r_hds_ref_dfs, utility_features.first20mean, timestamp_ref) first_r_comp_df = comparison.compare_difference_of_features_to_reference( first_r_df, first_r_ref_df, @@ -366,10 +364,10 @@ def analyze_single_qh_voltage_current_with_ref( tau_df = signal_analysis.calculate_features( u_hds_decay_sync_dfs + i_hds_decay_sync_dfs, signal_analysis_functions.tau_charge, timestamp_qh - ).round(3) + ) tau_ref_df = signal_analysis.calculate_features( u_hds_decay_ref_sync_dfs + i_hds_decay_ref_sync_dfs, signal_analysis_functions.tau_charge, timestamp_qh - ).round(3) + ) tau_comp_df = comparison.compare_difference_of_features_to_reference( tau_df, tau_ref_df, @@ -520,8 +518,7 @@ def analyze_single_qh_voltage_with_ref( first_last_u_df = signal_analysis.calculate_features( u_hds_decay_dfs, [utility_features.first, utility_features.last20mean], timestamp_event - ).round() - + ) first_last_u_comp_df = comparison.compare_features_to_reference( first_last_u_df, meta_circuit_type, "QH", wildcard={"CIRCUIT": circuit_name}, nominal_voltage=discharge_level ) @@ -531,10 +528,10 @@ def analyze_single_qh_voltage_with_ref( u_hds_decay_dfs_ref = [df.loc[0:, :] for df in u_hds_decay_dfs_ref] tau_u_df = signal_analysis.calculate_features( u_hds_decay_dfs, signal_analysis_functions.tau_charge, timestamp_event - ).round(3) + ) tau_u_df_ref = signal_analysis.calculate_features( u_hds_decay_dfs_ref, signal_analysis_functions.tau_charge, timestamp_ref - ).round(3) + ) tau_u_comp_df = comparison.compare_difference_of_features_to_reference( tau_u_df, tau_u_df_ref, diff --git a/test/integration/test_qh_ccc.py b/test/integration/test_qh_ccc.py index 4d170166f21773ebbf78f3cbb9819d84c20cf221..bfb4189b1d89ae7a8f50a09254e48c033282b200 100644 --- a/test/integration/test_qh_ccc.py +++ b/test/integration/test_qh_ccc.py @@ -24,10 +24,10 @@ voltage_results = [ "heat.RQ10.L8:U_HDS_1_B2:last20mean": 20.0, }, "act": { - "heat.RQ10.L8:U_HDS_1_B1:first": 852.0, - "heat.RQ10.L8:U_HDS_1_B1:last20mean": 4.0, - "heat.RQ10.L8:U_HDS_1_B2:first": 878.0, - "heat.RQ10.L8:U_HDS_1_B2:last20mean": 6.0, + "heat.RQ10.L8:U_HDS_1_B1:first": 851.67816, + "heat.RQ10.L8:U_HDS_1_B1:last20mean": 3.938545421052632, + "heat.RQ10.L8:U_HDS_1_B2:first": 877.7468, + "heat.RQ10.L8:U_HDS_1_B2:last20mean": 5.584986473684209, }, "result": { "heat.RQ10.L8:U_HDS_1_B1:first": True, @@ -39,8 +39,14 @@ voltage_results = [ ), tau_u_comp=pd.DataFrame( { - "ref": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.115, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.119}, - "act": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.115, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.12}, + "ref": { + "heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.11530324330163416, + "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.11909642951168845, + }, + "act": { + "heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.11534810010559181, + "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.11957557103666304, + }, "diff": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.005, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.005}, "result": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": True, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": True}, } @@ -65,10 +71,10 @@ voltage_results = [ "heat.RQ10.L8:U_HDS_1_B2:last20mean": 20.0, }, "act": { - "heat.RQ10.L8:U_HDS_1_B1:first": 852.0, - "heat.RQ10.L8:U_HDS_1_B1:last20mean": 4.0, - "heat.RQ10.L8:U_HDS_1_B2:first": 878.0, - "heat.RQ10.L8:U_HDS_1_B2:last20mean": 6.0, + "heat.RQ10.L8:U_HDS_1_B1:first": 851.67816, + "heat.RQ10.L8:U_HDS_1_B1:last20mean": 3.938545421052632, + "heat.RQ10.L8:U_HDS_1_B2:first": 877.7468, + "heat.RQ10.L8:U_HDS_1_B2:last20mean": 5.584986473684209, }, "result": { "heat.RQ10.L8:U_HDS_1_B1:first": True, @@ -80,8 +86,14 @@ voltage_results = [ ), tau_u_comp=pd.DataFrame( { - "ref": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.115, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.119}, - "act": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.115, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.12}, + "ref": { + "heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.11530324330163416, + "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.11909642951168845, + }, + "act": { + "heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.11534810010559181, + "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.11957557103666304, + }, "diff": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": 0.005, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": 0.005}, "result": {"heat.RQ10.L8:U_HDS_1_B1:tau_charge": True, "heat.RQ10.L8:U_HDS_1_B2:tau_charge": True}, } @@ -118,14 +130,14 @@ voltage_current_results = [ "C30R7:U_HDS_4:last20mean": 85.0, }, "act": { - "C30R7:U_HDS_1:first": 888.0, - "C30R7:U_HDS_1:last20mean": 25.0, - "C30R7:U_HDS_2:first": 908.0, - "C30R7:U_HDS_2:last20mean": 26.0, - "C30R7:U_HDS_3:first": 892.0, - "C30R7:U_HDS_3:last20mean": 25.0, - "C30R7:U_HDS_4:first": 914.0, - "C30R7:U_HDS_4:last20mean": 26.0, + "C30R7:U_HDS_1:first": 888.40393, + "C30R7:U_HDS_1:last20mean": 24.70604784210526, + "C30R7:U_HDS_2:first": 908.25995, + "C30R7:U_HDS_2:last20mean": 26.152579894736842, + "C30R7:U_HDS_3:first": 891.8538, + "C30R7:U_HDS_3:last20mean": 25.207391157894737, + "C30R7:U_HDS_4:first": 913.7031, + "C30R7:U_HDS_4:last20mean": 26.215122, }, "result": { "C30R7:U_HDS_1:first": True, @@ -142,24 +154,24 @@ voltage_current_results = [ tau_u_comp=pd.DataFrame( { "ref": { - "C30R7:U_HDS_1:tau_charge": 0.08, - "C30R7:U_HDS_2:tau_charge": 0.081, - "C30R7:U_HDS_3:tau_charge": 0.081, - "C30R7:U_HDS_4:tau_charge": 0.081, - "C30R7:I_HDS_1:tau_charge": 0.071, - "C30R7:I_HDS_2:tau_charge": 0.072, - "C30R7:I_HDS_3:tau_charge": 0.072, - "C30R7:I_HDS_4:tau_charge": 0.072, + "C30R7:U_HDS_1:tau_charge": 0.0803384002218762, + "C30R7:U_HDS_2:tau_charge": 0.08105435366896177, + "C30R7:U_HDS_3:tau_charge": 0.0807878051730467, + "C30R7:U_HDS_4:tau_charge": 0.08103697874980001, + "C30R7:I_HDS_1:tau_charge": 0.0714828468520844, + "C30R7:I_HDS_2:tau_charge": 0.07212241626012397, + "C30R7:I_HDS_3:tau_charge": 0.07196327116251992, + "C30R7:I_HDS_4:tau_charge": 0.07197860043624053, }, "act": { - "C30R7:U_HDS_1:tau_charge": 0.081, - "C30R7:U_HDS_2:tau_charge": 0.081, - "C30R7:U_HDS_3:tau_charge": 0.081, - "C30R7:U_HDS_4:tau_charge": 0.081, - "C30R7:I_HDS_1:tau_charge": 0.072, - "C30R7:I_HDS_2:tau_charge": 0.072, - "C30R7:I_HDS_3:tau_charge": 0.072, - "C30R7:I_HDS_4:tau_charge": 0.072, + "C30R7:U_HDS_1:tau_charge": 0.08050012805606813, + "C30R7:U_HDS_2:tau_charge": 0.08111069243351804, + "C30R7:U_HDS_3:tau_charge": 0.08089768611371288, + "C30R7:U_HDS_4:tau_charge": 0.08123708148415804, + "C30R7:I_HDS_1:tau_charge": 0.07157324367202234, + "C30R7:I_HDS_2:tau_charge": 0.07209964661088765, + "C30R7:I_HDS_3:tau_charge": 0.0720264023499229, + "C30R7:I_HDS_4:tau_charge": 0.07208010616574748, }, "diff": { "C30R7:U_HDS_1:tau_charge": 0.003, @@ -187,16 +199,16 @@ voltage_current_results = [ first_r_comp=pd.DataFrame( { "ref": { - "C30R7:R_HDS_1:first20mean": 10.42, - "C30R7:R_HDS_2:first20mean": 10.47, - "C30R7:R_HDS_3:first20mean": 10.43, - "C30R7:R_HDS_4:first20mean": 10.44, + "C30R7:R_HDS_1:first20mean": 10.42337647901183, + "C30R7:R_HDS_2:first20mean": 10.471266085058605, + "C30R7:R_HDS_3:first20mean": 10.431611690145044, + "C30R7:R_HDS_4:first20mean": 10.443780192323377, }, "act": { - "C30R7:R_HDS_1:first20mean": 10.42, - "C30R7:R_HDS_2:first20mean": 10.47, - "C30R7:R_HDS_3:first20mean": 10.43, - "C30R7:R_HDS_4:first20mean": 10.44, + "C30R7:R_HDS_1:first20mean": 10.424187831781214, + "C30R7:R_HDS_2:first20mean": 10.47475044816252, + "C30R7:R_HDS_3:first20mean": 10.430886634418657, + "C30R7:R_HDS_4:first20mean": 10.444593882174425, }, "diff": { "C30R7:R_HDS_1:first20mean": 0.5, @@ -215,16 +227,16 @@ voltage_current_results = [ capacitance_comp=pd.DataFrame( { "ref": { - "C30R7_C_HDS_1:capacitance": 0.007677543186180423, - "C30R7_C_HDS_2:capacitance": 0.007736389684813753, - "C30R7_C_HDS_3:capacitance": 0.007766059443911793, - "C30R7_C_HDS_4:capacitance": 0.007758620689655173, + "C30R7_C_HDS_1:capacitance": 0.0077075216829827625, + "C30R7_C_HDS_2:capacitance": 0.00774064501948029, + "C30R7_C_HDS_3:capacitance": 0.007744518064199859, + "C30R7_C_HDS_4:capacitance": 0.007759353151588315, }, "act": { - "C30R7_C_HDS_1:capacitance": 0.0077735124760076775, - "C30R7_C_HDS_2:capacitance": 0.007736389684813753, - "C30R7_C_HDS_3:capacitance": 0.007766059443911793, - "C30R7_C_HDS_4:capacitance": 0.007758620689655173, + "C30R7_C_HDS_1:capacitance": 0.007722436448299571, + "C30R7_C_HDS_2:capacitance": 0.007743448670678972, + "C30R7_C_HDS_3:capacitance": 0.007755590579114902, + "C30R7_C_HDS_4:capacitance": 0.007777907154705527, }, "diff": { "C30R7_C_HDS_1:capacitance": nan, @@ -267,14 +279,14 @@ voltage_current_results = [ "A30R7:U_HDS_4:last20mean": 85.0, }, "act": { - "A30R7:U_HDS_1:first": 928.0, - "A30R7:U_HDS_1:last20mean": 26.0, - "A30R7:U_HDS_2:first": 931.0, - "A30R7:U_HDS_2:last20mean": 28.0, - "A30R7:U_HDS_3:first": 928.0, - "A30R7:U_HDS_3:last20mean": 28.0, - "A30R7:U_HDS_4:first": 932.0, - "A30R7:U_HDS_4:last20mean": 30.0, + "A30R7:U_HDS_1:first": 927.6177, + "A30R7:U_HDS_1:last20mean": 26.307926157894737, + "A30R7:U_HDS_2:first": 930.9526, + "A30R7:U_HDS_2:last20mean": 28.127692105263158, + "A30R7:U_HDS_3:first": 928.231, + "A30R7:U_HDS_3:last20mean": 27.976381210526316, + "A30R7:U_HDS_4:first": 932.3517, + "A30R7:U_HDS_4:last20mean": 29.86877647368421, }, "result": { "A30R7:U_HDS_1:first": True, @@ -291,24 +303,24 @@ voltage_current_results = [ tau_u_comp=pd.DataFrame( { "ref": { - "A30R7:U_HDS_1:tau_charge": 0.081, - "A30R7:U_HDS_2:tau_charge": 0.083, - "A30R7:U_HDS_3:tau_charge": 0.083, - "A30R7:U_HDS_4:tau_charge": 0.085, - "A30R7:I_HDS_1:tau_charge": 0.073, - "A30R7:I_HDS_2:tau_charge": 0.074, - "A30R7:I_HDS_3:tau_charge": 0.074, - "A30R7:I_HDS_4:tau_charge": 0.076, + "A30R7:U_HDS_1:tau_charge": 0.08102250574951839, + "A30R7:U_HDS_2:tau_charge": 0.08275334470660613, + "A30R7:U_HDS_3:tau_charge": 0.08264649859903805, + "A30R7:U_HDS_4:tau_charge": 0.08470486008086571, + "A30R7:I_HDS_1:tau_charge": 0.07253970222141419, + "A30R7:I_HDS_2:tau_charge": 0.0740951958169736, + "A30R7:I_HDS_3:tau_charge": 0.07390495043786748, + "A30R7:I_HDS_4:tau_charge": 0.07595118495362739, }, "act": { - "A30R7:U_HDS_1:tau_charge": 0.081, - "A30R7:U_HDS_2:tau_charge": 0.083, - "A30R7:U_HDS_3:tau_charge": 0.083, - "A30R7:U_HDS_4:tau_charge": 0.085, - "A30R7:I_HDS_1:tau_charge": 0.073, - "A30R7:I_HDS_2:tau_charge": 0.074, - "A30R7:I_HDS_3:tau_charge": 0.074, - "A30R7:I_HDS_4:tau_charge": 0.076, + "A30R7:U_HDS_1:tau_charge": 0.08131488764349393, + "A30R7:U_HDS_2:tau_charge": 0.08300644333204622, + "A30R7:U_HDS_3:tau_charge": 0.08281633461982348, + "A30R7:U_HDS_4:tau_charge": 0.08490747263568349, + "A30R7:I_HDS_1:tau_charge": 0.0725933544423289, + "A30R7:I_HDS_2:tau_charge": 0.07406495624069481, + "A30R7:I_HDS_3:tau_charge": 0.07405518598149843, + "A30R7:I_HDS_4:tau_charge": 0.07597673821209489, }, "diff": { "A30R7:U_HDS_1:tau_charge": 0.003, @@ -336,16 +348,16 @@ voltage_current_results = [ first_r_comp=pd.DataFrame( { "ref": { - "A30R7:R_HDS_1:first20mean": 11.07, - "A30R7:R_HDS_2:first20mean": 11.11, - "A30R7:R_HDS_3:first20mean": 11.19, - "A30R7:R_HDS_4:first20mean": 11.21, + "A30R7:R_HDS_1:first20mean": 11.070608799674966, + "A30R7:R_HDS_2:first20mean": 11.112810318492485, + "A30R7:R_HDS_3:first20mean": 11.189910462117012, + "A30R7:R_HDS_4:first20mean": 11.213335704996982, }, "act": { - "A30R7:R_HDS_1:first20mean": 11.07, - "A30R7:R_HDS_2:first20mean": 11.11, - "A30R7:R_HDS_3:first20mean": 11.19, - "A30R7:R_HDS_4:first20mean": 11.21, + "A30R7:R_HDS_1:first20mean": 11.068470250022356, + "A30R7:R_HDS_2:first20mean": 11.109566125480564, + "A30R7:R_HDS_3:first20mean": 11.190346409949633, + "A30R7:R_HDS_4:first20mean": 11.20972472600589, }, "diff": { "A30R7:R_HDS_1:first20mean": 0.5, @@ -364,16 +376,16 @@ voltage_current_results = [ capacitance_comp=pd.DataFrame( { "ref": { - "A30R7_C_HDS_1:capacitance": 0.007317073170731708, - "A30R7_C_HDS_2:capacitance": 0.007470747074707472, - "A30R7_C_HDS_3:capacitance": 0.007417336907953531, - "A30R7_C_HDS_4:capacitance": 0.007582515611061552, + "A30R7_C_HDS_1:capacitance": 0.007318703715002305, + "A30R7_C_HDS_2:capacitance": 0.007446662215488268, + "A30R7_C_HDS_3:capacitance": 0.0073858051750131885, + "A30R7_C_HDS_4:capacitance": 0.0075539395510221645, }, "act": { - "A30R7_C_HDS_1:capacitance": 0.007317073170731708, - "A30R7_C_HDS_2:capacitance": 0.007470747074707472, - "A30R7_C_HDS_3:capacitance": 0.007417336907953531, - "A30R7_C_HDS_4:capacitance": 0.007582515611061552, + "A30R7_C_HDS_1:capacitance": 0.007346533514270383, + "A30R7_C_HDS_2:capacitance": 0.00747161881881824, + "A30R7_C_HDS_3:capacitance": 0.007400694454479915, + "A30R7_C_HDS_4:capacitance": 0.007574447607861703, }, "diff": { "A30R7_C_HDS_1:capacitance": nan, @@ -416,14 +428,14 @@ voltage_current_results = [ "B31R7:U_HDS_4:last20mean": 85.0, }, "act": { - "B31R7:U_HDS_1:first": 892.0, - "B31R7:U_HDS_1:last20mean": 29.0, - "B31R7:U_HDS_2:first": 893.0, - "B31R7:U_HDS_2:last20mean": 27.0, - "B31R7:U_HDS_3:first": 895.0, - "B31R7:U_HDS_3:last20mean": 27.0, - "B31R7:U_HDS_4:first": 886.0, - "B31R7:U_HDS_4:last20mean": 29.0, + "B31R7:U_HDS_1:first": 891.7963, + "B31R7:U_HDS_1:last20mean": 28.65627194736842, + "B31R7:U_HDS_2:first": 893.2146, + "B31R7:U_HDS_2:last20mean": 27.136101210526316, + "B31R7:U_HDS_3:first": 895.2462, + "B31R7:U_HDS_3:last20mean": 27.227896894736844, + "B31R7:U_HDS_4:first": 885.7782, + "B31R7:U_HDS_4:last20mean": 28.527153157894734, }, "result": { "B31R7:U_HDS_1:first": True, @@ -440,24 +452,24 @@ voltage_current_results = [ tau_u_comp=pd.DataFrame( { "ref": { - "B31R7:U_HDS_1:tau_charge": 0.084, - "B31R7:U_HDS_2:tau_charge": 0.083, - "B31R7:U_HDS_3:tau_charge": 0.082, - "B31R7:U_HDS_4:tau_charge": 0.084, - "B31R7:I_HDS_1:tau_charge": 0.074, - "B31R7:I_HDS_2:tau_charge": 0.074, - "B31R7:I_HDS_3:tau_charge": 0.073, - "B31R7:I_HDS_4:tau_charge": 0.075, + "B31R7:U_HDS_1:tau_charge": 0.08357204522206933, + "B31R7:U_HDS_2:tau_charge": 0.08253101024332496, + "B31R7:U_HDS_3:tau_charge": 0.08234172186089629, + "B31R7:U_HDS_4:tau_charge": 0.0837485513228505, + "B31R7:I_HDS_1:tau_charge": 0.07439653890695783, + "B31R7:I_HDS_2:tau_charge": 0.07371927666324456, + "B31R7:I_HDS_3:tau_charge": 0.07334682275126868, + "B31R7:I_HDS_4:tau_charge": 0.07451417505545971, }, "act": { - "B31R7:U_HDS_1:tau_charge": 0.083, - "B31R7:U_HDS_2:tau_charge": 0.082, - "B31R7:U_HDS_3:tau_charge": 0.082, - "B31R7:U_HDS_4:tau_charge": 0.083, - "B31R7:I_HDS_1:tau_charge": 0.074, - "B31R7:I_HDS_2:tau_charge": 0.073, - "B31R7:I_HDS_3:tau_charge": 0.073, - "B31R7:I_HDS_4:tau_charge": 0.074, + "B31R7:U_HDS_1:tau_charge": 0.08276108496534074, + "B31R7:U_HDS_2:tau_charge": 0.08208498324238353, + "B31R7:U_HDS_3:tau_charge": 0.08211453283992369, + "B31R7:U_HDS_4:tau_charge": 0.08321942764826676, + "B31R7:I_HDS_1:tau_charge": 0.07363895966538866, + "B31R7:I_HDS_2:tau_charge": 0.07327427524562014, + "B31R7:I_HDS_3:tau_charge": 0.0731073888004975, + "B31R7:I_HDS_4:tau_charge": 0.0740059771463983, }, "diff": { "B31R7:U_HDS_1:tau_charge": 0.003, @@ -485,16 +497,16 @@ voltage_current_results = [ first_r_comp=pd.DataFrame( { "ref": { - "B31R7:R_HDS_1:first20mean": 10.49, - "B31R7:R_HDS_2:first20mean": 10.57, - "B31R7:R_HDS_3:first20mean": 10.57, - "B31R7:R_HDS_4:first20mean": 10.47, + "B31R7:R_HDS_1:first20mean": 10.486675564672144, + "B31R7:R_HDS_2:first20mean": 10.573151127956802, + "B31R7:R_HDS_3:first20mean": 10.574578669926979, + "B31R7:R_HDS_4:first20mean": 10.470002875365768, }, "act": { - "B31R7:R_HDS_1:first20mean": 10.48, - "B31R7:R_HDS_2:first20mean": 10.57, - "B31R7:R_HDS_3:first20mean": 10.57, - "B31R7:R_HDS_4:first20mean": 10.46, + "B31R7:R_HDS_1:first20mean": 10.478264950093267, + "B31R7:R_HDS_2:first20mean": 10.568922546475717, + "B31R7:R_HDS_3:first20mean": 10.56600600837526, + "B31R7:R_HDS_4:first20mean": 10.463035265407186, }, "diff": { "B31R7:R_HDS_1:first20mean": 0.5, @@ -513,16 +525,16 @@ voltage_current_results = [ capacitance_comp=pd.DataFrame( { "ref": { - "B31R7_C_HDS_1:capacitance": 0.008007626310772164, - "B31R7_C_HDS_2:capacitance": 0.007852412488174077, - "B31R7_C_HDS_3:capacitance": 0.007757805108798486, - "B31R7_C_HDS_4:capacitance": 0.008022922636103151, + "B31R7_C_HDS_1:capacitance": 0.007969355465101788, + "B31R7_C_HDS_2:capacitance": 0.007805715556746571, + "B31R7_C_HDS_3:capacitance": 0.007786761480631634, + "B31R7_C_HDS_4:capacitance": 0.007998904328851463, }, "act": { - "B31R7_C_HDS_1:capacitance": 0.007919847328244274, - "B31R7_C_HDS_2:capacitance": 0.007757805108798486, - "B31R7_C_HDS_3:capacitance": 0.007757805108798486, - "B31R7_C_HDS_4:capacitance": 0.007934990439770554, + "B31R7_C_HDS_1:capacitance": 0.007898357729979339, + "B31R7_C_HDS_2:capacitance": 0.007766636843199817, + "B31R7_C_HDS_3:capacitance": 0.007771577337248788, + "B31R7_C_HDS_4:capacitance": 0.007953660246506695, }, "diff": { "B31R7_C_HDS_1:capacitance": nan, @@ -557,10 +569,10 @@ voltage_current_results = [ "18R2:U_HDS_2:last20mean": 45.0, }, "act": { - "18R2:U_HDS_1:first": 915.0, - "18R2:U_HDS_1:last20mean": 27.0, - "18R2:U_HDS_2:first": 916.0, - "18R2:U_HDS_2:last20mean": 27.0, + "18R2:U_HDS_1:first": 914.82446, + "18R2:U_HDS_1:last20mean": 27.266335368421053, + "18R2:U_HDS_2:first": 915.56726, + "18R2:U_HDS_2:last20mean": 27.479645684210524, }, "result": { "18R2:U_HDS_1:first": True, @@ -573,16 +585,16 @@ voltage_current_results = [ tau_u_comp=pd.DataFrame( { "ref": { - "18R2:U_HDS_1:tau_charge": 0.082, - "18R2:U_HDS_2:tau_charge": 0.083, - "18R2:I_HDS_1:tau_charge": 0.073, - "18R2:I_HDS_2:tau_charge": 0.073, + "18R2:U_HDS_1:tau_charge": 0.08228129379948082, + "18R2:U_HDS_2:tau_charge": 0.08260873643120471, + "18R2:I_HDS_1:tau_charge": 0.07297708077127855, + "18R2:I_HDS_2:tau_charge": 0.07318586569514528, }, "act": { - "18R2:U_HDS_1:tau_charge": 0.083, - "18R2:U_HDS_2:tau_charge": 0.083, - "18R2:I_HDS_1:tau_charge": 0.074, - "18R2:I_HDS_2:tau_charge": 0.074, + "18R2:U_HDS_1:tau_charge": 0.08328160074983856, + "18R2:U_HDS_2:tau_charge": 0.083464569352813, + "18R2:I_HDS_1:tau_charge": 0.0737712434857393, + "18R2:I_HDS_2:tau_charge": 0.07395414775476841, }, "diff": { "18R2:U_HDS_1:tau_charge": 0.003, @@ -601,8 +613,8 @@ voltage_current_results = [ is_qh_ok=True, first_r_comp=pd.DataFrame( { - "ref": {"18R2:R_HDS_1:first20mean": 10.97, "18R2:R_HDS_2:first20mean": 11.01}, - "act": {"18R2:R_HDS_1:first20mean": 10.99, "18R2:R_HDS_2:first20mean": 11.01}, + "ref": {"18R2:R_HDS_1:first20mean": 10.970921018587077, "18R2:R_HDS_2:first20mean": 11.014593851410535}, + "act": {"18R2:R_HDS_1:first20mean": 10.988526972404937, "18R2:R_HDS_2:first20mean": 11.012254867114663}, "diff": {"18R2:R_HDS_1:first20mean": 0.5, "18R2:R_HDS_2:first20mean": 0.5}, "result": {"18R2:R_HDS_1:first20mean": True, "18R2:R_HDS_2:first20mean": True}, } @@ -610,12 +622,12 @@ voltage_current_results = [ capacitance_comp=pd.DataFrame( { "ref": { - "18R2_C_HDS_1:capacitance": 0.00747493163172288, - "18R2_C_HDS_2:capacitance": 0.007538601271571299, + "18R2_C_HDS_1:capacitance": 0.0074999440484603596, + "18R2_C_HDS_2:capacitance": 0.00749993486329283, }, "act": { - "18R2_C_HDS_1:capacitance": 0.007552320291173795, - "18R2_C_HDS_2:capacitance": 0.007538601271571299, + "18R2_C_HDS_1:capacitance": 0.007578959487379922, + "18R2_C_HDS_2:capacitance": 0.0075792442474301065, }, "diff": {"18R2_C_HDS_1:capacitance": nan, "18R2_C_HDS_2:capacitance": nan}, "result": {"18R2_C_HDS_1:capacitance": nan, "18R2_C_HDS_2:capacitance": nan}, @@ -640,10 +652,10 @@ voltage_current_results = [ "29R7:U_HDS_2:last20mean": 45.0, }, "act": { - "29R7:U_HDS_1:first": 912.0, - "29R7:U_HDS_1:last20mean": 27.0, - "29R7:U_HDS_2:first": 909.0, - "29R7:U_HDS_2:last20mean": 26.0, + "29R7:U_HDS_1:first": 912.30554, + "29R7:U_HDS_1:last20mean": 26.51422505263158, + "29R7:U_HDS_2:first": 908.5433, + "29R7:U_HDS_2:last20mean": 26.00261984210526, }, "result": { "29R7:U_HDS_1:first": True, @@ -656,16 +668,16 @@ voltage_current_results = [ tau_u_comp=pd.DataFrame( { "ref": { - "29R7:U_HDS_1:tau_charge": 0.081, - "29R7:U_HDS_2:tau_charge": 0.081, - "29R7:I_HDS_1:tau_charge": 0.072, - "29R7:I_HDS_2:tau_charge": 0.072, + "29R7:U_HDS_1:tau_charge": 0.0810654593155952, + "29R7:U_HDS_2:tau_charge": 0.08115745755466233, + "29R7:I_HDS_1:tau_charge": 0.07184079996529523, + "29R7:I_HDS_2:tau_charge": 0.07225868679788079, }, "act": { - "29R7:U_HDS_1:tau_charge": 0.082, - "29R7:U_HDS_2:tau_charge": 0.082, - "29R7:I_HDS_1:tau_charge": 0.073, - "29R7:I_HDS_2:tau_charge": 0.073, + "29R7:U_HDS_1:tau_charge": 0.08223054220288487, + "29R7:U_HDS_2:tau_charge": 0.08215291321952317, + "29R7:I_HDS_1:tau_charge": 0.0727587355253246, + "29R7:I_HDS_2:tau_charge": 0.0728522663977371, }, "diff": { "29R7:U_HDS_1:tau_charge": 0.003, @@ -684,8 +696,8 @@ voltage_current_results = [ is_qh_ok=True, first_r_comp=pd.DataFrame( { - "ref": {"29R7:R_HDS_1:first20mean": 10.82, "29R7:R_HDS_2:first20mean": 10.96}, - "act": {"29R7:R_HDS_1:first20mean": 10.82, "29R7:R_HDS_2:first20mean": 10.92}, + "ref": {"29R7:R_HDS_1:first20mean": 10.81556434898576, "29R7:R_HDS_2:first20mean": 10.962061384576465}, + "act": {"29R7:R_HDS_1:first20mean": 10.818035463648254, "29R7:R_HDS_2:first20mean": 10.92488589559435}, "diff": {"29R7:R_HDS_1:first20mean": 0.5, "29R7:R_HDS_2:first20mean": 0.5}, "result": {"29R7:R_HDS_1:first20mean": True, "29R7:R_HDS_2:first20mean": True}, } @@ -693,12 +705,12 @@ voltage_current_results = [ capacitance_comp=pd.DataFrame( { "ref": { - "29R7_C_HDS_1:capacitance": 0.007486136783733826, - "29R7_C_HDS_2:capacitance": 0.007390510948905109, + "29R7_C_HDS_1:capacitance": 0.007495259304078496, + "29R7_C_HDS_2:capacitance": 0.007403485047880706, }, "act": { - "29R7_C_HDS_1:capacitance": 0.007578558225508318, - "29R7_C_HDS_2:capacitance": 0.007509157509157509, + "29R7_C_HDS_1:capacitance": 0.007601245390552047, + "29R7_C_HDS_2:capacitance": 0.007519795996464618, }, "diff": {"29R7_C_HDS_1:capacitance": nan, "29R7_C_HDS_2:capacitance": nan}, "result": {"29R7_C_HDS_1:capacitance": nan, "29R7_C_HDS_2:capacitance": nan}, diff --git a/test/integration/test_qh_voltage_analysis.py b/test/integration/test_qh_voltage_analysis.py index 064cb57f1ab32d4dcd5fa070eaaa2a40cf74c2d5..328a1a8e1aea087767e68855b52ce40f550ad306 100644 --- a/test/integration/test_qh_voltage_analysis.py +++ b/test/integration/test_qh_voltage_analysis.py @@ -56,22 +56,22 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageAnalysis, VoltageResult "heat.RQX.L1:U_HDS_4_Q2:last20mean": 20.0, }, "act": { - "heat.RQX.L1:U_HDS_1_Q1:first": 886.0, - "heat.RQX.L1:U_HDS_1_Q1:last20mean": 4.0, - "heat.RQX.L1:U_HDS_1_Q2:first": 862.0, - "heat.RQX.L1:U_HDS_1_Q2:last20mean": 3.0, - "heat.RQX.L1:U_HDS_1_Q3:first": 851.0, - "heat.RQX.L1:U_HDS_1_Q3:last20mean": 5.0, - "heat.RQX.L1:U_HDS_2_Q1:first": 869.0, - "heat.RQX.L1:U_HDS_2_Q1:last20mean": 4.0, - "heat.RQX.L1:U_HDS_2_Q2:first": 851.0, - "heat.RQX.L1:U_HDS_2_Q2:last20mean": 3.0, - "heat.RQX.L1:U_HDS_2_Q3:first": 887.0, - "heat.RQX.L1:U_HDS_2_Q3:last20mean": 4.0, - "heat.RQX.L1:U_HDS_3_Q2:first": 829.0, - "heat.RQX.L1:U_HDS_3_Q2:last20mean": 3.0, - "heat.RQX.L1:U_HDS_4_Q2:first": 864.0, - "heat.RQX.L1:U_HDS_4_Q2:last20mean": 3.0, + "heat.RQX.L1:U_HDS_1_Q1:first": 885.72076, + "heat.RQX.L1:U_HDS_1_Q1:last20mean": 4.212952189473685, + "heat.RQX.L1:U_HDS_1_Q2:first": 862.4123, + "heat.RQX.L1:U_HDS_1_Q2:last20mean": 3.2121742210526314, + "heat.RQX.L1:U_HDS_1_Q3:first": 851.06476, + "heat.RQX.L1:U_HDS_1_Q3:last20mean": 4.600350000000001, + "heat.RQX.L1:U_HDS_2_Q1:first": 868.8528, + "heat.RQX.L1:U_HDS_2_Q1:last20mean": 4.212952189473685, + "heat.RQX.L1:U_HDS_2_Q2:first": 850.75806, + "heat.RQX.L1:U_HDS_2_Q2:last20mean": 2.711785263157894, + "heat.RQX.L1:U_HDS_2_Q3:first": 887.2542, + "heat.RQX.L1:U_HDS_2_Q3:last20mean": 4.180669031578947, + "heat.RQX.L1:U_HDS_3_Q2:first": 828.9831, + "heat.RQX.L1:U_HDS_3_Q2:last20mean": 3.3090237157894733, + "heat.RQX.L1:U_HDS_4_Q2:first": 863.94574, + "heat.RQX.L1:U_HDS_4_Q2:last20mean": 3.2121742105263156, }, "result": { "heat.RQX.L1:U_HDS_1_Q1:first": True, @@ -96,24 +96,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageAnalysis, VoltageResult tau_u_comp=pd.DataFrame( { "ref": { - "heat.RQX.L1:U_HDS_1_Q1:tau_charge": 0.096, - "heat.RQX.L1:U_HDS_2_Q1:tau_charge": 0.091, - "heat.RQX.L1:U_HDS_1_Q2:tau_charge": 0.151, - "heat.RQX.L1:U_HDS_2_Q2:tau_charge": 0.151, - "heat.RQX.L1:U_HDS_3_Q2:tau_charge": 0.09, - "heat.RQX.L1:U_HDS_4_Q2:tau_charge": 0.092, - "heat.RQX.L1:U_HDS_1_Q3:tau_charge": 0.145, - "heat.RQX.L1:U_HDS_2_Q3:tau_charge": 0.139, + "heat.RQX.L1:U_HDS_1_Q1:tau_charge": 0.09554789908868778, + "heat.RQX.L1:U_HDS_2_Q1:tau_charge": 0.09117852473845597, + "heat.RQX.L1:U_HDS_1_Q2:tau_charge": 0.15147123031618348, + "heat.RQX.L1:U_HDS_2_Q2:tau_charge": 0.15063191076201596, + "heat.RQX.L1:U_HDS_3_Q2:tau_charge": 0.08969346960764893, + "heat.RQX.L1:U_HDS_4_Q2:tau_charge": 0.09175190244463913, + "heat.RQX.L1:U_HDS_1_Q3:tau_charge": 0.14454873627496315, + "heat.RQX.L1:U_HDS_2_Q3:tau_charge": 0.13946394408097884, }, "act": { - "heat.RQX.L1:U_HDS_1_Q1:tau_charge": 0.15, - "heat.RQX.L1:U_HDS_2_Q1:tau_charge": 0.142, - "heat.RQX.L1:U_HDS_1_Q2:tau_charge": 0.097, - "heat.RQX.L1:U_HDS_2_Q2:tau_charge": 0.097, - "heat.RQX.L1:U_HDS_3_Q2:tau_charge": 0.089, - "heat.RQX.L1:U_HDS_4_Q2:tau_charge": 0.092, - "heat.RQX.L1:U_HDS_1_Q3:tau_charge": 0.144, - "heat.RQX.L1:U_HDS_2_Q3:tau_charge": 0.14, + "heat.RQX.L1:U_HDS_1_Q1:tau_charge": 0.14998677986152412, + "heat.RQX.L1:U_HDS_2_Q1:tau_charge": 0.14212340240060667, + "heat.RQX.L1:U_HDS_1_Q2:tau_charge": 0.09714846563582001, + "heat.RQX.L1:U_HDS_2_Q2:tau_charge": 0.09741359617856106, + "heat.RQX.L1:U_HDS_3_Q2:tau_charge": 0.08906683833347742, + "heat.RQX.L1:U_HDS_4_Q2:tau_charge": 0.09248307882303158, + "heat.RQX.L1:U_HDS_1_Q3:tau_charge": 0.1437388647860089, + "heat.RQX.L1:U_HDS_2_Q3:tau_charge": 0.1395364573449728, }, "diff": { "heat.RQX.L1:U_HDS_1_Q1:tau_charge": 0.005, @@ -166,10 +166,10 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageAnalysis, VoltageResult "heat.RQ10.L1:U_HDS_1_B2:last20mean": 20.0, }, "act": { - "heat.RQ10.L1:U_HDS_1_B1:first": 884.0, - "heat.RQ10.L1:U_HDS_1_B1:last20mean": 3.0, - "heat.RQ10.L1:U_HDS_1_B2:first": 923.0, - "heat.RQ10.L1:U_HDS_1_B2:last20mean": 3.0, + "heat.RQ10.L1:U_HDS_1_B1:first": 883.5739, + "heat.RQ10.L1:U_HDS_1_B1:last20mean": 3.4865811473684207, + "heat.RQ10.L1:U_HDS_1_B2:first": 922.83026, + "heat.RQ10.L1:U_HDS_1_B2:last20mean": 2.9216257894736843, }, "result": { "heat.RQ10.L1:U_HDS_1_B1:first": True, @@ -182,12 +182,12 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageAnalysis, VoltageResult tau_u_comp=pd.DataFrame( { "ref": { - "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.104, - "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.103, + "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.10359600967160373, + "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.1031478718670971, }, "act": { - "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.102, - "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.103, + "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.10230494718497411, + "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.10270333089638121, }, "diff": { "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.005, @@ -219,10 +219,10 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageAnalysis, VoltageResult "heat.RQ10.L1:U_HDS_1_B2:last20mean": 20.0, }, "act": { - "heat.RQ10.L1:U_HDS_1_B1:first": 884.0, - "heat.RQ10.L1:U_HDS_1_B1:last20mean": 3.0, - "heat.RQ10.L1:U_HDS_1_B2:first": 923.0, - "heat.RQ10.L1:U_HDS_1_B2:last20mean": 3.0, + "heat.RQ10.L1:U_HDS_1_B1:first": 883.5739, + "heat.RQ10.L1:U_HDS_1_B1:last20mean": 3.4865811473684207, + "heat.RQ10.L1:U_HDS_1_B2:first": 922.83026, + "heat.RQ10.L1:U_HDS_1_B2:last20mean": 2.9216257894736843, }, "result": { "heat.RQ10.L1:U_HDS_1_B1:first": True, @@ -235,12 +235,12 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageAnalysis, VoltageResult tau_u_comp=pd.DataFrame( { "ref": { - "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.104, - "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.103, + "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.10359600967160373, + "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.1031478718670971, }, "act": { - "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.102, - "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.103, + "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.10230494718497411, + "heat.RQ10.L1:U_HDS_1_B2:tau_charge": 0.10270333089638121, }, "diff": { "heat.RQ10.L1:U_HDS_1_B1:tau_charge": 0.005, diff --git a/test/integration/test_qh_voltage_current_analysis.py b/test/integration/test_qh_voltage_current_analysis.py index 6eda9cefa972843e582d8bb3d218b72bba1671ea..39ac36e4b5025f0a7e66aed7827f882a4c40a16f 100644 --- a/test/integration/test_qh_voltage_current_analysis.py +++ b/test/integration/test_qh_voltage_current_analysis.py @@ -41,14 +41,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "B30R1:U_HDS_4:last20mean": 85.0, }, "act": { - "B30R1:U_HDS_1:first": 903.0, - "B30R1:U_HDS_1:last20mean": 28.0, - "B30R1:U_HDS_2:first": 912.0, - "B30R1:U_HDS_2:last20mean": 29.0, - "B30R1:U_HDS_3:first": 907.0, - "B30R1:U_HDS_3:last20mean": 30.0, - "B30R1:U_HDS_4:first": 906.0, - "B30R1:U_HDS_4:last20mean": 28.0, + "B30R1:U_HDS_1:first": 902.85516, + "B30R1:U_HDS_1:last20mean": 28.183172894736842, + "B30R1:U_HDS_2:first": 911.53735, + "B30R1:U_HDS_2:last20mean": 28.58666894736842, + "B30R1:U_HDS_3:first": 906.8225, + "B30R1:U_HDS_3:last20mean": 30.194599421052633, + "B30R1:U_HDS_4:first": 905.5959, + "B30R1:U_HDS_4:last20mean": 27.922917947368422, }, "result": { "B30R1:U_HDS_1:first": True, @@ -65,24 +65,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "B30R1:U_HDS_1:tau_charge": 0.081, - "B30R1:U_HDS_2:tau_charge": 0.081, - "B30R1:U_HDS_3:tau_charge": 0.083, - "B30R1:U_HDS_4:tau_charge": 0.081, - "B30R1:I_HDS_1:tau_charge": 0.072, - "B30R1:I_HDS_2:tau_charge": 0.072, - "B30R1:I_HDS_3:tau_charge": 0.074, - "B30R1:I_HDS_4:tau_charge": 0.072, + "B30R1:U_HDS_1:tau_charge": 0.08127265805820821, + "B30R1:U_HDS_2:tau_charge": 0.08096847543520991, + "B30R1:U_HDS_3:tau_charge": 0.08334965650487064, + "B30R1:U_HDS_4:tau_charge": 0.08070534444962309, + "B30R1:I_HDS_1:tau_charge": 0.07249529926259694, + "B30R1:I_HDS_2:tau_charge": 0.07224425062658714, + "B30R1:I_HDS_3:tau_charge": 0.07424427384477601, + "B30R1:I_HDS_4:tau_charge": 0.07249095069829457, }, "act": { - "B30R1:U_HDS_1:tau_charge": 0.081, - "B30R1:U_HDS_2:tau_charge": 0.081, - "B30R1:U_HDS_3:tau_charge": 0.084, - "B30R1:U_HDS_4:tau_charge": 0.081, - "B30R1:I_HDS_1:tau_charge": 0.073, - "B30R1:I_HDS_2:tau_charge": 0.072, - "B30R1:I_HDS_3:tau_charge": 0.074, - "B30R1:I_HDS_4:tau_charge": 0.073, + "B30R1:U_HDS_1:tau_charge": 0.08141172857486281, + "B30R1:U_HDS_2:tau_charge": 0.08145027018487408, + "B30R1:U_HDS_3:tau_charge": 0.08351264758292958, + "B30R1:U_HDS_4:tau_charge": 0.08102490809942749, + "B30R1:I_HDS_1:tau_charge": 0.07255559997804015, + "B30R1:I_HDS_2:tau_charge": 0.0724516444891556, + "B30R1:I_HDS_3:tau_charge": 0.07438075005214104, + "B30R1:I_HDS_4:tau_charge": 0.0725097418151594, }, "diff": { "B30R1:U_HDS_1:tau_charge": 0.003, @@ -110,16 +110,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "B30R1:R_HDS_1:first20mean": 10.91, - "B30R1:R_HDS_2:first20mean": 10.84, - "B30R1:R_HDS_3:first20mean": 10.93, - "B30R1:R_HDS_4:first20mean": 11.05, + "B30R1:R_HDS_1:first20mean": 10.9060651443099, + "B30R1:R_HDS_2:first20mean": 10.83723578626863, + "B30R1:R_HDS_3:first20mean": 10.930038920226862, + "B30R1:R_HDS_4:first20mean": 11.045098218936065, }, "act": { - "B30R1:R_HDS_1:first20mean": 10.97, - "B30R1:R_HDS_2:first20mean": 10.91, - "B30R1:R_HDS_3:first20mean": 10.98, - "B30R1:R_HDS_4:first20mean": 11.1, + "B30R1:R_HDS_1:first20mean": 10.965732672000172, + "B30R1:R_HDS_2:first20mean": 10.905434722266879, + "B30R1:R_HDS_3:first20mean": 10.984272815727616, + "B30R1:R_HDS_4:first20mean": 11.100794941960109, }, "diff": { "B30R1:R_HDS_1:first20mean": 0.5, @@ -138,16 +138,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "B30R1_C_HDS_1:capacitance": 0.007424381301558204, - "B30R1_C_HDS_2:capacitance": 0.007472324723247233, - "B30R1_C_HDS_3:capacitance": 0.007593778591033853, - "B30R1_C_HDS_4:capacitance": 0.007330316742081447, + "B30R1_C_HDS_1:capacitance": 0.007452060572058033, + "B30R1_C_HDS_2:capacitance": 0.007471321749573945, + "B30R1_C_HDS_3:capacitance": 0.007625741967910637, + "B30R1_C_HDS_4:capacitance": 0.007306892419594721, }, "act": { - "B30R1_C_HDS_1:capacitance": 0.007383773928896991, - "B30R1_C_HDS_2:capacitance": 0.007424381301558204, - "B30R1_C_HDS_3:capacitance": 0.007650273224043716, - "B30R1_C_HDS_4:capacitance": 0.007297297297297297, + "B30R1_C_HDS_1:capacitance": 0.0074241941701477885, + "B30R1_C_HDS_2:capacitance": 0.007468777931297659, + "B30R1_C_HDS_3:capacitance": 0.007602929113646342, + "B30R1_C_HDS_4:capacitance": 0.007299018540839798, }, "diff": { "B30R1_C_HDS_1:capacitance": nan, @@ -190,14 +190,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "C30R1:U_HDS_4:last20mean": 85.0, }, "act": { - "C30R1:U_HDS_1:first": 906.0, - "C30R1:U_HDS_1:last20mean": 45.0, - "C30R1:U_HDS_2:first": 924.0, - "C30R1:U_HDS_2:last20mean": 42.0, - "C30R1:U_HDS_3:first": 903.0, - "C30R1:U_HDS_3:last20mean": 45.0, - "C30R1:U_HDS_4:first": 924.0, - "C30R1:U_HDS_4:last20mean": 45.0, + "C30R1:U_HDS_1:first": 906.4584, + "C30R1:U_HDS_1:last20mean": 44.99079052631579, + "C30R1:U_HDS_2:first": 924.2636, + "C30R1:U_HDS_2:last20mean": 41.88387289473684, + "C30R1:U_HDS_3:first": 902.81683, + "C30R1:U_HDS_3:last20mean": 44.74062315789474, + "C30R1:U_HDS_4:first": 924.1678, + "C30R1:U_HDS_4:last20mean": 44.700273894736846, }, "result": { "C30R1:U_HDS_1:first": True, @@ -214,24 +214,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "C30R1:U_HDS_1:tau_charge": 0.097, - "C30R1:U_HDS_2:tau_charge": 0.094, - "C30R1:U_HDS_3:tau_charge": 0.098, - "C30R1:U_HDS_4:tau_charge": 0.096, - "C30R1:I_HDS_1:tau_charge": 0.086, - "C30R1:I_HDS_2:tau_charge": 0.083, - "C30R1:I_HDS_3:tau_charge": 0.087, - "C30R1:I_HDS_4:tau_charge": 0.085, + "C30R1:U_HDS_1:tau_charge": 0.09737034361696614, + "C30R1:U_HDS_2:tau_charge": 0.09385962842905504, + "C30R1:U_HDS_3:tau_charge": 0.09792605701204238, + "C30R1:U_HDS_4:tau_charge": 0.09636102034854202, + "C30R1:I_HDS_1:tau_charge": 0.0862895048690526, + "C30R1:I_HDS_2:tau_charge": 0.08345088601638612, + "C30R1:I_HDS_3:tau_charge": 0.08689560859481917, + "C30R1:I_HDS_4:tau_charge": 0.08537628630544906, }, "act": { - "C30R1:U_HDS_1:tau_charge": 0.096, - "C30R1:U_HDS_2:tau_charge": 0.093, - "C30R1:U_HDS_3:tau_charge": 0.097, - "C30R1:U_HDS_4:tau_charge": 0.096, - "C30R1:I_HDS_1:tau_charge": 0.086, - "C30R1:I_HDS_2:tau_charge": 0.083, - "C30R1:I_HDS_3:tau_charge": 0.086, - "C30R1:I_HDS_4:tau_charge": 0.085, + "C30R1:U_HDS_1:tau_charge": 0.09616364839429127, + "C30R1:U_HDS_2:tau_charge": 0.09289306552376962, + "C30R1:U_HDS_3:tau_charge": 0.09664439917681177, + "C30R1:U_HDS_4:tau_charge": 0.09550393860298936, + "C30R1:I_HDS_1:tau_charge": 0.08562937911925425, + "C30R1:I_HDS_2:tau_charge": 0.08270503134648673, + "C30R1:I_HDS_3:tau_charge": 0.08615642988679825, + "C30R1:I_HDS_4:tau_charge": 0.08481294589165057, }, "diff": { "C30R1:U_HDS_1:tau_charge": 0.003, @@ -259,16 +259,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "C30R1:R_HDS_1:first20mean": 11.37, - "C30R1:R_HDS_2:first20mean": 10.95, - "C30R1:R_HDS_3:first20mean": 11.39, - "C30R1:R_HDS_4:first20mean": 10.94, + "C30R1:R_HDS_1:first20mean": 11.36602536416508, + "C30R1:R_HDS_2:first20mean": 10.947699136071957, + "C30R1:R_HDS_3:first20mean": 11.390347579879514, + "C30R1:R_HDS_4:first20mean": 10.94255622092463, }, "act": { - "C30R1:R_HDS_1:first20mean": 11.36, - "C30R1:R_HDS_2:first20mean": 10.93, - "C30R1:R_HDS_3:first20mean": 11.38, - "C30R1:R_HDS_4:first20mean": 10.93, + "C30R1:R_HDS_1:first20mean": 11.36083641738078, + "C30R1:R_HDS_2:first20mean": 10.928934924857604, + "C30R1:R_HDS_3:first20mean": 11.379955754497779, + "C30R1:R_HDS_4:first20mean": 10.926656361268535, }, "diff": { "C30R1:R_HDS_1:first20mean": 0.5, @@ -287,16 +287,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "C30R1_C_HDS_1:capacitance": 0.008531222515391382, - "C30R1_C_HDS_2:capacitance": 0.00858447488584475, - "C30R1_C_HDS_3:capacitance": 0.008604038630377524, - "C30R1_C_HDS_4:capacitance": 0.008775137111517369, + "C30R1_C_HDS_1:capacitance": 0.008566789224662153, + "C30R1_C_HDS_2:capacitance": 0.008573457058186197, + "C30R1_C_HDS_3:capacitance": 0.00859728435197394, + "C30R1_C_HDS_4:capacitance": 0.008806079530510253, }, "act": { - "C30R1_C_HDS_1:capacitance": 0.008450704225352114, - "C30R1_C_HDS_2:capacitance": 0.008508691674290943, - "C30R1_C_HDS_3:capacitance": 0.00852372583479789, - "C30R1_C_HDS_4:capacitance": 0.00878316559926807, + "C30R1_C_HDS_1:capacitance": 0.008464486668179809, + "C30R1_C_HDS_2:capacitance": 0.00849973635696984, + "C30R1_C_HDS_3:capacitance": 0.008492510978227162, + "C30R1_C_HDS_4:capacitance": 0.008740454119296729, }, "diff": { "C30R1_C_HDS_1:capacitance": nan, @@ -339,14 +339,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "A30R1:U_HDS_4:last20mean": 85.0, }, "act": { - "A30R1:U_HDS_1:first": 903.0, - "A30R1:U_HDS_1:last20mean": 31.0, - "A30R1:U_HDS_2:first": 908.0, - "A30R1:U_HDS_2:last20mean": 31.0, - "A30R1:U_HDS_3:first": 902.0, - "A30R1:U_HDS_3:last20mean": 28.0, - "A30R1:U_HDS_4:first": 903.0, - "A30R1:U_HDS_4:last20mean": 30.0, + "A30R1:U_HDS_1:first": 903.3726, + "A30R1:U_HDS_1:last20mean": 31.241671210526313, + "A30R1:U_HDS_2:first": 907.7425, + "A30R1:U_HDS_2:last20mean": 30.89869968421053, + "A30R1:U_HDS_3:first": 902.45264, + "A30R1:U_HDS_3:last20mean": 27.722178473684213, + "A30R1:U_HDS_4:first": 903.20013, + "A30R1:U_HDS_4:last20mean": 30.239992631578946, }, "result": { "A30R1:U_HDS_1:first": True, @@ -363,24 +363,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "A30R1:U_HDS_1:tau_charge": 0.085, - "A30R1:U_HDS_2:tau_charge": 0.085, - "A30R1:U_HDS_3:tau_charge": 0.082, - "A30R1:U_HDS_4:tau_charge": 0.084, - "A30R1:I_HDS_1:tau_charge": 0.076, - "A30R1:I_HDS_2:tau_charge": 0.076, - "A30R1:I_HDS_3:tau_charge": 0.073, - "A30R1:I_HDS_4:tau_charge": 0.075, + "A30R1:U_HDS_1:tau_charge": 0.0852472882275096, + "A30R1:U_HDS_2:tau_charge": 0.08462046917405441, + "A30R1:U_HDS_3:tau_charge": 0.08182370821683485, + "A30R1:U_HDS_4:tau_charge": 0.08426855256321997, + "A30R1:I_HDS_1:tau_charge": 0.07594135113203274, + "A30R1:I_HDS_2:tau_charge": 0.07555482967045676, + "A30R1:I_HDS_3:tau_charge": 0.07261946633994182, + "A30R1:I_HDS_4:tau_charge": 0.07529708954336106, }, "act": { - "A30R1:U_HDS_1:tau_charge": 0.085, - "A30R1:U_HDS_2:tau_charge": 0.085, - "A30R1:U_HDS_3:tau_charge": 0.082, - "A30R1:U_HDS_4:tau_charge": 0.084, - "A30R1:I_HDS_1:tau_charge": 0.076, - "A30R1:I_HDS_2:tau_charge": 0.076, - "A30R1:I_HDS_3:tau_charge": 0.073, - "A30R1:I_HDS_4:tau_charge": 0.076, + "A30R1:U_HDS_1:tau_charge": 0.08505859640466905, + "A30R1:U_HDS_2:tau_charge": 0.0847382662827508, + "A30R1:U_HDS_3:tau_charge": 0.08169807806275586, + "A30R1:U_HDS_4:tau_charge": 0.08437240892739416, + "A30R1:I_HDS_1:tau_charge": 0.07619939076419328, + "A30R1:I_HDS_2:tau_charge": 0.07574689371783654, + "A30R1:I_HDS_3:tau_charge": 0.07291909107991848, + "A30R1:I_HDS_4:tau_charge": 0.07557763962268631, }, "diff": { "A30R1:U_HDS_1:tau_charge": 0.003, @@ -408,16 +408,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "A30R1:R_HDS_1:first20mean": 10.96, - "A30R1:R_HDS_2:first20mean": 11.07, - "A30R1:R_HDS_3:first20mean": 10.55, - "A30R1:R_HDS_4:first20mean": 10.98, + "A30R1:R_HDS_1:first20mean": 10.959936529080192, + "A30R1:R_HDS_2:first20mean": 11.070784818614282, + "A30R1:R_HDS_3:first20mean": 10.553141931653423, + "A30R1:R_HDS_4:first20mean": 10.984638495290154, }, "act": { - "A30R1:R_HDS_1:first20mean": 11.02, - "A30R1:R_HDS_2:first20mean": 11.13, - "A30R1:R_HDS_3:first20mean": 10.62, - "A30R1:R_HDS_4:first20mean": 11.05, + "A30R1:R_HDS_1:first20mean": 11.021683066495847, + "A30R1:R_HDS_2:first20mean": 11.134045454354176, + "A30R1:R_HDS_3:first20mean": 10.622370519459402, + "A30R1:R_HDS_4:first20mean": 11.053591694584672, }, "diff": { "A30R1:R_HDS_1:first20mean": 0.5, @@ -436,16 +436,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "A30R1_C_HDS_1:capacitance": 0.007755474452554745, - "A30R1_C_HDS_2:capacitance": 0.007678410117434508, - "A30R1_C_HDS_3:capacitance": 0.007772511848341232, - "A30R1_C_HDS_4:capacitance": 0.007650273224043716, + "A30R1_C_HDS_1:capacitance": 0.007778082291017058, + "A30R1_C_HDS_2:capacitance": 0.007643583590548576, + "A30R1_C_HDS_3:capacitance": 0.007753492632503148, + "A30R1_C_HDS_4:capacitance": 0.007671490745858546, }, "act": { - "A30R1_C_HDS_1:capacitance": 0.007713248638838477, - "A30R1_C_HDS_2:capacitance": 0.0076370170709793355, - "A30R1_C_HDS_3:capacitance": 0.007721280602636536, - "A30R1_C_HDS_4:capacitance": 0.007601809954751132, + "A30R1_C_HDS_1:capacitance": 0.007717387253062427, + "A30R1_C_HDS_2:capacitance": 0.007610734717237239, + "A30R1_C_HDS_3:capacitance": 0.007691134282417563, + "A30R1_C_HDS_4:capacitance": 0.007633031077919183, }, "diff": { "A30R1_C_HDS_1:capacitance": nan, @@ -488,14 +488,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "A31R1:U_HDS_4:last20mean": 85.0, }, "act": { - "A31R1:U_HDS_1:first": 911.0, - "A31R1:U_HDS_1:last20mean": 25.0, - "A31R1:U_HDS_2:first": 905.0, - "A31R1:U_HDS_2:last20mean": 25.0, - "A31R1:U_HDS_3:first": 910.0, - "A31R1:U_HDS_3:last20mean": 25.0, - "A31R1:U_HDS_4:first": 906.0, - "A31R1:U_HDS_4:last20mean": 25.0, + "A31R1:U_HDS_1:first": 910.9241, + "A31R1:U_HDS_1:last20mean": 25.46562910526316, + "A31R1:U_HDS_2:first": 905.3659, + "A31R1:U_HDS_2:last20mean": 25.31431773684211, + "A31R1:U_HDS_3:first": 910.19574, + "A31R1:U_HDS_3:last20mean": 25.318352736842108, + "A31R1:U_HDS_4:first": 905.82587, + "A31R1:U_HDS_4:last20mean": 25.227566105263158, }, "result": { "A31R1:U_HDS_1:first": True, @@ -512,24 +512,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "A31R1:U_HDS_1:tau_charge": 0.082, - "A31R1:U_HDS_2:tau_charge": 0.082, - "A31R1:U_HDS_3:tau_charge": 0.082, - "A31R1:U_HDS_4:tau_charge": 0.082, - "A31R1:I_HDS_1:tau_charge": 0.073, - "A31R1:I_HDS_2:tau_charge": 0.073, - "A31R1:I_HDS_3:tau_charge": 0.073, - "A31R1:I_HDS_4:tau_charge": 0.073, + "A31R1:U_HDS_1:tau_charge": 0.08205860177944559, + "A31R1:U_HDS_2:tau_charge": 0.08159715351200703, + "A31R1:U_HDS_3:tau_charge": 0.08176324104091667, + "A31R1:U_HDS_4:tau_charge": 0.08167254539439248, + "A31R1:I_HDS_1:tau_charge": 0.07328818428065022, + "A31R1:I_HDS_2:tau_charge": 0.07291446470427711, + "A31R1:I_HDS_3:tau_charge": 0.07277088757642759, + "A31R1:I_HDS_4:tau_charge": 0.07296195002870062, }, "act": { - "A31R1:U_HDS_1:tau_charge": 0.081, - "A31R1:U_HDS_2:tau_charge": 0.081, - "A31R1:U_HDS_3:tau_charge": 0.081, - "A31R1:U_HDS_4:tau_charge": 0.081, - "A31R1:I_HDS_1:tau_charge": 0.073, - "A31R1:I_HDS_2:tau_charge": 0.072, - "A31R1:I_HDS_3:tau_charge": 0.072, - "A31R1:I_HDS_4:tau_charge": 0.073, + "A31R1:U_HDS_1:tau_charge": 0.08138369712391448, + "A31R1:U_HDS_2:tau_charge": 0.08118950582010118, + "A31R1:U_HDS_3:tau_charge": 0.08110051324449236, + "A31R1:U_HDS_4:tau_charge": 0.08128623249610635, + "A31R1:I_HDS_1:tau_charge": 0.07272203133106421, + "A31R1:I_HDS_2:tau_charge": 0.07238887756799263, + "A31R1:I_HDS_3:tau_charge": 0.07234755899529123, + "A31R1:I_HDS_4:tau_charge": 0.0725625806361749, }, "diff": { "A31R1:U_HDS_1:tau_charge": 0.003, @@ -557,16 +557,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "A31R1:R_HDS_1:first20mean": 10.88, - "A31R1:R_HDS_2:first20mean": 10.76, - "A31R1:R_HDS_3:first20mean": 10.77, - "A31R1:R_HDS_4:first20mean": 10.86, + "A31R1:R_HDS_1:first20mean": 10.881830988944525, + "A31R1:R_HDS_2:first20mean": 10.755261932667477, + "A31R1:R_HDS_3:first20mean": 10.76671985097791, + "A31R1:R_HDS_4:first20mean": 10.860381086228752, }, "act": { - "A31R1:R_HDS_1:first20mean": 10.8, - "A31R1:R_HDS_2:first20mean": 10.68, - "A31R1:R_HDS_3:first20mean": 10.69, - "A31R1:R_HDS_4:first20mean": 10.79, + "A31R1:R_HDS_1:first20mean": 10.80004328360667, + "A31R1:R_HDS_2:first20mean": 10.679488374413825, + "A31R1:R_HDS_3:first20mean": 10.688022772164802, + "A31R1:R_HDS_4:first20mean": 10.786840609899146, }, "diff": { "A31R1:R_HDS_1:first20mean": 0.5, @@ -585,16 +585,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "A31R1_C_HDS_1:capacitance": 0.007536764705882353, - "A31R1_C_HDS_2:capacitance": 0.007620817843866172, - "A31R1_C_HDS_3:capacitance": 0.007613741875580316, - "A31R1_C_HDS_4:capacitance": 0.007550644567219153, + "A31R1_C_HDS_1:capacitance": 0.007540881848175515, + "A31R1_C_HDS_2:capacitance": 0.007586719321467016, + "A31R1_C_HDS_3:capacitance": 0.007594071562425798, + "A31R1_C_HDS_4:capacitance": 0.007520228318503059, }, "act": { - "A31R1_C_HDS_1:capacitance": 0.0075, - "A31R1_C_HDS_2:capacitance": 0.007584269662921349, - "A31R1_C_HDS_3:capacitance": 0.007577174929840973, - "A31R1_C_HDS_4:capacitance": 0.007506950880444857, + "A31R1_C_HDS_1:capacitance": 0.007535497311149334, + "A31R1_C_HDS_2:capacitance": 0.007602377845610745, + "A31R1_C_HDS_3:capacitance": 0.007587980955252576, + "A31R1_C_HDS_4:capacitance": 0.007535684955009858, }, "diff": { "A31R1_C_HDS_1:capacitance": nan, @@ -637,14 +637,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "B31R1:U_HDS_4:last20mean": 85.0, }, "act": { - "B31R1:U_HDS_1:first": 881.0, - "B31R1:U_HDS_1:last20mean": 25.0, - "B31R1:U_HDS_2:first": 878.0, - "B31R1:U_HDS_2:last20mean": 24.0, - "B31R1:U_HDS_3:first": 886.0, - "B31R1:U_HDS_3:last20mean": 25.0, - "B31R1:U_HDS_4:first": 880.0, - "B31R1:U_HDS_4:last20mean": 26.0, + "B31R1:U_HDS_1:first": 880.9675, + "B31R1:U_HDS_1:last20mean": 25.422253157894737, + "B31R1:U_HDS_2:first": 878.2076, + "B31R1:U_HDS_2:last20mean": 24.40947852631579, + "B31R1:U_HDS_3:first": 885.6057, + "B31R1:U_HDS_3:last20mean": 25.161998157894736, + "B31R1:U_HDS_4:first": 879.8559, + "B31R1:U_HDS_4:last20mean": 25.983111736842105, }, "result": { "B31R1:U_HDS_1:first": True, @@ -661,24 +661,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "B31R1:U_HDS_1:tau_charge": 0.082, - "B31R1:U_HDS_2:tau_charge": 0.081, - "B31R1:U_HDS_3:tau_charge": 0.082, - "B31R1:U_HDS_4:tau_charge": 0.083, - "B31R1:I_HDS_1:tau_charge": 0.073, - "B31R1:I_HDS_2:tau_charge": 0.073, - "B31R1:I_HDS_3:tau_charge": 0.073, - "B31R1:I_HDS_4:tau_charge": 0.074, + "B31R1:U_HDS_1:tau_charge": 0.08210870964057362, + "B31R1:U_HDS_2:tau_charge": 0.08134467358300469, + "B31R1:U_HDS_3:tau_charge": 0.08217759399404458, + "B31R1:U_HDS_4:tau_charge": 0.08296061549424175, + "B31R1:I_HDS_1:tau_charge": 0.07336632377782903, + "B31R1:I_HDS_2:tau_charge": 0.0726907215587968, + "B31R1:I_HDS_3:tau_charge": 0.07349283369957343, + "B31R1:I_HDS_4:tau_charge": 0.07409855322155497, }, "act": { - "B31R1:U_HDS_1:tau_charge": 0.081, - "B31R1:U_HDS_2:tau_charge": 0.081, - "B31R1:U_HDS_3:tau_charge": 0.081, - "B31R1:U_HDS_4:tau_charge": 0.082, - "B31R1:I_HDS_1:tau_charge": 0.073, - "B31R1:I_HDS_2:tau_charge": 0.072, - "B31R1:I_HDS_3:tau_charge": 0.073, - "B31R1:I_HDS_4:tau_charge": 0.073, + "B31R1:U_HDS_1:tau_charge": 0.08125411497949954, + "B31R1:U_HDS_2:tau_charge": 0.08074127100500006, + "B31R1:U_HDS_3:tau_charge": 0.08138090379730144, + "B31R1:U_HDS_4:tau_charge": 0.08224766364556878, + "B31R1:I_HDS_1:tau_charge": 0.07260595545810009, + "B31R1:I_HDS_2:tau_charge": 0.07210090443564736, + "B31R1:I_HDS_3:tau_charge": 0.0727162302182461, + "B31R1:I_HDS_4:tau_charge": 0.07337510917763433, }, "diff": { "B31R1:U_HDS_1:tau_charge": 0.003, @@ -706,16 +706,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "B31R1:R_HDS_1:first20mean": 10.63, - "B31R1:R_HDS_2:first20mean": 10.53, - "B31R1:R_HDS_3:first20mean": 10.62, - "B31R1:R_HDS_4:first20mean": 10.62, + "B31R1:R_HDS_1:first20mean": 10.625758528115945, + "B31R1:R_HDS_2:first20mean": 10.529137083962471, + "B31R1:R_HDS_3:first20mean": 10.621652327264101, + "B31R1:R_HDS_4:first20mean": 10.622691076744236, }, "act": { - "B31R1:R_HDS_1:first20mean": 10.55, - "B31R1:R_HDS_2:first20mean": 10.45, - "B31R1:R_HDS_3:first20mean": 10.54, - "B31R1:R_HDS_4:first20mean": 10.55, + "B31R1:R_HDS_1:first20mean": 10.549113016652665, + "B31R1:R_HDS_2:first20mean": 10.454707230806937, + "B31R1:R_HDS_3:first20mean": 10.54459734449943, + "B31R1:R_HDS_4:first20mean": 10.547695099672596, }, "diff": { "B31R1:R_HDS_1:first20mean": 0.5, @@ -734,16 +734,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "B31R1_C_HDS_1:capacitance": 0.007714016933207902, - "B31R1_C_HDS_2:capacitance": 0.007692307692307693, - "B31R1_C_HDS_3:capacitance": 0.007721280602636536, - "B31R1_C_HDS_4:capacitance": 0.007815442561205274, + "B31R1_C_HDS_1:capacitance": 0.007727326893728342, + "B31R1_C_HDS_2:capacitance": 0.007725673332423927, + "B31R1_C_HDS_3:capacitance": 0.007736799460391647, + "B31R1_C_HDS_4:capacitance": 0.007809755070055983, }, "act": { - "B31R1_C_HDS_1:capacitance": 0.007677725118483412, - "B31R1_C_HDS_2:capacitance": 0.007751196172248805, - "B31R1_C_HDS_3:capacitance": 0.007685009487666035, - "B31R1_C_HDS_4:capacitance": 0.007772511848341232, + "B31R1_C_HDS_1:capacitance": 0.007702459424904545, + "B31R1_C_HDS_2:capacitance": 0.007722958589130011, + "B31R1_C_HDS_3:capacitance": 0.007717782020358856, + "B31R1_C_HDS_4:capacitance": 0.007797690667804928, }, "diff": { "B31R1_C_HDS_1:capacitance": nan, @@ -786,14 +786,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "A12R1:U_HDS_4:last20mean": 85.0, }, "act": { - "A12R1:U_HDS_1:first": 909.0, - "A12R1:U_HDS_1:last20mean": 30.0, - "A12R1:U_HDS_2:first": 898.0, - "A12R1:U_HDS_2:last20mean": 27.0, - "A12R1:U_HDS_3:first": 912.0, - "A12R1:U_HDS_3:last20mean": 28.0, - "A12R1:U_HDS_4:first": 901.0, - "A12R1:U_HDS_4:last20mean": 28.0, + "A12R1:U_HDS_1:first": 908.7583, + "A12R1:U_HDS_1:last20mean": 29.49957805263158, + "A12R1:U_HDS_2:first": 897.66113, + "A12R1:U_HDS_2:last20mean": 27.193599526315786, + "A12R1:U_HDS_3:first": 912.39984, + "A12R1:U_HDS_3:last20mean": 28.311282789473683, + "A12R1:U_HDS_4:first": 900.7277, + "A12R1:U_HDS_4:last20mean": 27.498238736842108, }, "result": { "A12R1:U_HDS_1:first": True, @@ -810,24 +810,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "A12R1:U_HDS_1:tau_charge": 0.082, - "A12R1:U_HDS_2:tau_charge": 0.08, - "A12R1:U_HDS_3:tau_charge": 0.08, - "A12R1:U_HDS_4:tau_charge": 0.08, - "A12R1:I_HDS_1:tau_charge": 0.072, - "A12R1:I_HDS_2:tau_charge": 0.071, - "A12R1:I_HDS_3:tau_charge": 0.071, - "A12R1:I_HDS_4:tau_charge": 0.071, + "A12R1:U_HDS_1:tau_charge": 0.08174731260371886, + "A12R1:U_HDS_2:tau_charge": 0.07951824950641183, + "A12R1:U_HDS_3:tau_charge": 0.08041672339035658, + "A12R1:U_HDS_4:tau_charge": 0.0796653041516371, + "A12R1:I_HDS_1:tau_charge": 0.072246836667893, + "A12R1:I_HDS_2:tau_charge": 0.07070390088363909, + "A12R1:I_HDS_3:tau_charge": 0.07146199048424699, + "A12R1:I_HDS_4:tau_charge": 0.07098524452851068, }, "act": { - "A12R1:U_HDS_1:tau_charge": 0.082, - "A12R1:U_HDS_2:tau_charge": 0.08, - "A12R1:U_HDS_3:tau_charge": 0.081, - "A12R1:U_HDS_4:tau_charge": 0.08, - "A12R1:I_HDS_1:tau_charge": 0.073, - "A12R1:I_HDS_2:tau_charge": 0.071, - "A12R1:I_HDS_3:tau_charge": 0.072, - "A12R1:I_HDS_4:tau_charge": 0.071, + "A12R1:U_HDS_1:tau_charge": 0.08227504792642375, + "A12R1:U_HDS_2:tau_charge": 0.08017416214334491, + "A12R1:U_HDS_3:tau_charge": 0.0809137966726484, + "A12R1:U_HDS_4:tau_charge": 0.08034688897025091, + "A12R1:I_HDS_1:tau_charge": 0.07262824106460072, + "A12R1:I_HDS_2:tau_charge": 0.07106355206269149, + "A12R1:I_HDS_3:tau_charge": 0.07171236070570604, + "A12R1:I_HDS_4:tau_charge": 0.07130747255391347, }, "diff": { "A12R1:U_HDS_1:tau_charge": 0.003, @@ -855,16 +855,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "A12R1:R_HDS_1:first20mean": 10.58, - "A12R1:R_HDS_2:first20mean": 10.53, - "A12R1:R_HDS_3:first20mean": 10.58, - "A12R1:R_HDS_4:first20mean": 10.58, + "A12R1:R_HDS_1:first20mean": 10.580362132069691, + "A12R1:R_HDS_2:first20mean": 10.532158067349936, + "A12R1:R_HDS_3:first20mean": 10.578098363727033, + "A12R1:R_HDS_4:first20mean": 10.584185778343034, }, "act": { - "A12R1:R_HDS_1:first20mean": 10.66, - "A12R1:R_HDS_2:first20mean": 10.61, - "A12R1:R_HDS_3:first20mean": 10.66, - "A12R1:R_HDS_4:first20mean": 10.67, + "A12R1:R_HDS_1:first20mean": 10.659398621491224, + "A12R1:R_HDS_2:first20mean": 10.612162715299563, + "A12R1:R_HDS_3:first20mean": 10.658547693003829, + "A12R1:R_HDS_4:first20mean": 10.666158661313613, }, "diff": { "A12R1:R_HDS_1:first20mean": 0.5, @@ -883,16 +883,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "A12R1_C_HDS_1:capacitance": 0.007750472589792061, - "A12R1_C_HDS_2:capacitance": 0.007597340930674264, - "A12R1_C_HDS_3:capacitance": 0.007561436672967864, - "A12R1_C_HDS_4:capacitance": 0.007561436672967864, + "A12R1_C_HDS_1:capacitance": 0.007726324636463814, + "A12R1_C_HDS_2:capacitance": 0.007550043305267248, + "A12R1_C_HDS_3:capacitance": 0.007602190925555258, + "A12R1_C_HDS_4:capacitance": 0.007526824058081564, }, "act": { - "A12R1_C_HDS_1:capacitance": 0.007692307692307693, - "A12R1_C_HDS_2:capacitance": 0.007540056550424129, - "A12R1_C_HDS_3:capacitance": 0.007598499061913696, - "A12R1_C_HDS_4:capacitance": 0.007497656982193065, + "A12R1_C_HDS_1:capacitance": 0.007718544999390751, + "A12R1_C_HDS_2:capacitance": 0.007554931477610851, + "A12R1_C_HDS_3:capacitance": 0.007591446696416198, + "A12R1_C_HDS_4:capacitance": 0.0075328795981322505, }, "diff": { "A12R1_C_HDS_1:capacitance": nan, @@ -935,14 +935,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "B12R1:U_HDS_4:last20mean": 85.0, }, "act": { - "B12R1:U_HDS_1:first": 899.0, - "B12R1:U_HDS_1:last20mean": 35.0, - "B12R1:U_HDS_2:first": 904.0, - "B12R1:U_HDS_2:last20mean": 34.0, - "B12R1:U_HDS_3:first": 894.0, - "B12R1:U_HDS_3:last20mean": 46.0, - "B12R1:U_HDS_4:first": 906.0, - "B12R1:U_HDS_4:last20mean": 49.0, + "B12R1:U_HDS_1:first": 898.5428, + "B12R1:U_HDS_1:last20mean": 35.28772536842104, + "B12R1:U_HDS_2:first": 903.89014, + "B12R1:U_HDS_2:last20mean": 34.261837052631584, + "B12R1:U_HDS_3:first": 894.42206, + "B12R1:U_HDS_3:last20mean": 46.325353210526316, + "B12R1:U_HDS_4:first": 906.2092, + "B12R1:U_HDS_4:last20mean": 49.3777987368421, }, "result": { "B12R1:U_HDS_1:first": True, @@ -959,24 +959,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "B12R1:U_HDS_1:tau_charge": 0.089, - "B12R1:U_HDS_2:tau_charge": 0.088, - "B12R1:U_HDS_3:tau_charge": 0.099, - "B12R1:U_HDS_4:tau_charge": 0.101, - "B12R1:I_HDS_1:tau_charge": 0.08, - "B12R1:I_HDS_2:tau_charge": 0.079, - "B12R1:I_HDS_3:tau_charge": 0.091, - "B12R1:I_HDS_4:tau_charge": 0.092, + "B12R1:U_HDS_1:tau_charge": 0.08927361151257618, + "B12R1:U_HDS_2:tau_charge": 0.08838059605032446, + "B12R1:U_HDS_3:tau_charge": 0.09925483288065191, + "B12R1:U_HDS_4:tau_charge": 0.10116917485490338, + "B12R1:I_HDS_1:tau_charge": 0.07977990740444951, + "B12R1:I_HDS_2:tau_charge": 0.07928944258224668, + "B12R1:I_HDS_3:tau_charge": 0.09066670941758675, + "B12R1:I_HDS_4:tau_charge": 0.09239737864554531, }, "act": { - "B12R1:U_HDS_1:tau_charge": 0.089, - "B12R1:U_HDS_2:tau_charge": 0.088, - "B12R1:U_HDS_3:tau_charge": 0.099, - "B12R1:U_HDS_4:tau_charge": 0.101, - "B12R1:I_HDS_1:tau_charge": 0.08, - "B12R1:I_HDS_2:tau_charge": 0.079, - "B12R1:I_HDS_3:tau_charge": 0.09, - "B12R1:I_HDS_4:tau_charge": 0.092, + "B12R1:U_HDS_1:tau_charge": 0.08880212190993789, + "B12R1:U_HDS_2:tau_charge": 0.08807497570773584, + "B12R1:U_HDS_3:tau_charge": 0.0987555258757666, + "B12R1:U_HDS_4:tau_charge": 0.10065807183261237, + "B12R1:I_HDS_1:tau_charge": 0.07961992016005837, + "B12R1:I_HDS_2:tau_charge": 0.07916860274244243, + "B12R1:I_HDS_3:tau_charge": 0.09039513180473628, + "B12R1:I_HDS_4:tau_charge": 0.0920527938974328, }, "diff": { "B12R1:U_HDS_1:tau_charge": 0.003, @@ -1004,16 +1004,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "B12R1:R_HDS_1:first20mean": 11.47, - "B12R1:R_HDS_2:first20mean": 11.49, - "B12R1:R_HDS_3:first20mean": 12.93, - "B12R1:R_HDS_4:first20mean": 13.11, + "B12R1:R_HDS_1:first20mean": 11.468728214778679, + "B12R1:R_HDS_2:first20mean": 11.493475979639058, + "B12R1:R_HDS_3:first20mean": 12.926895066471738, + "B12R1:R_HDS_4:first20mean": 13.107733074955974, }, "act": { - "B12R1:R_HDS_1:first20mean": 11.47, - "B12R1:R_HDS_2:first20mean": 11.49, - "B12R1:R_HDS_3:first20mean": 12.92, - "B12R1:R_HDS_4:first20mean": 13.1, + "B12R1:R_HDS_1:first20mean": 11.466402014022117, + "B12R1:R_HDS_2:first20mean": 11.488582121976917, + "B12R1:R_HDS_3:first20mean": 12.920033680234948, + "B12R1:R_HDS_4:first20mean": 13.100122041150229, }, "diff": { "B12R1:R_HDS_1:first20mean": 0.5, @@ -1032,16 +1032,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "B12R1_C_HDS_1:capacitance": 0.007759372275501307, - "B12R1_C_HDS_2:capacitance": 0.007658833768494342, - "B12R1_C_HDS_3:capacitance": 0.00765661252900232, - "B12R1_C_HDS_4:capacitance": 0.007704042715484364, + "B12R1_C_HDS_1:capacitance": 0.007784089904365997, + "B12R1_C_HDS_2:capacitance": 0.007689631596820022, + "B12R1_C_HDS_3:capacitance": 0.00767816497080474, + "B12R1_C_HDS_4:capacitance": 0.007718281588156554, }, "act": { - "B12R1_C_HDS_1:capacitance": 0.007759372275501307, - "B12R1_C_HDS_2:capacitance": 0.007658833768494342, - "B12R1_C_HDS_3:capacitance": 0.007662538699690403, - "B12R1_C_HDS_4:capacitance": 0.007709923664122138, + "B12R1_C_HDS_1:capacitance": 0.007744549842343126, + "B12R1_C_HDS_2:capacitance": 0.007666305099499972, + "B12R1_C_HDS_3:capacitance": 0.007643596628300024, + "B12R1_C_HDS_4:capacitance": 0.007683750694567904, }, "diff": { "B12R1_C_HDS_1:capacitance": nan, @@ -1084,14 +1084,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "C12R1:U_HDS_4:last20mean": 85.0, }, "act": { - "C12R1:U_HDS_1:first": 901.0, - "C12R1:U_HDS_1:last20mean": 28.0, - "C12R1:U_HDS_2:first": 915.0, - "C12R1:U_HDS_2:last20mean": 28.0, - "C12R1:U_HDS_3:first": 898.0, - "C12R1:U_HDS_3:last20mean": 26.0, - "C12R1:U_HDS_4:first": 917.0, - "C12R1:U_HDS_4:last20mean": 27.0, + "C12R1:U_HDS_1:first": 901.20685, + "C12R1:U_HDS_1:last20mean": 27.595077736842104, + "C12R1:U_HDS_2:first": 914.6231, + "C12R1:U_HDS_2:last20mean": 27.599112842105257, + "C12R1:U_HDS_3:first": 897.5845, + "C12R1:U_HDS_3:last20mean": 26.065828421052633, + "C12R1:U_HDS_4:first": 917.1722, + "C12R1:U_HDS_4:last20mean": 27.07759447368421, }, "result": { "C12R1:U_HDS_1:first": True, @@ -1108,24 +1108,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "C12R1:U_HDS_1:tau_charge": 0.082, - "C12R1:U_HDS_2:tau_charge": 0.082, - "C12R1:U_HDS_3:tau_charge": 0.081, - "C12R1:U_HDS_4:tau_charge": 0.081, - "C12R1:I_HDS_1:tau_charge": 0.074, - "C12R1:I_HDS_2:tau_charge": 0.073, - "C12R1:I_HDS_3:tau_charge": 0.072, - "C12R1:I_HDS_4:tau_charge": 0.072, + "C12R1:U_HDS_1:tau_charge": 0.0824365535543879, + "C12R1:U_HDS_2:tau_charge": 0.08194364412801787, + "C12R1:U_HDS_3:tau_charge": 0.08110250341935558, + "C12R1:U_HDS_4:tau_charge": 0.08116445745358697, + "C12R1:I_HDS_1:tau_charge": 0.07367817998182084, + "C12R1:I_HDS_2:tau_charge": 0.07332531397056578, + "C12R1:I_HDS_3:tau_charge": 0.07240274489586242, + "C12R1:I_HDS_4:tau_charge": 0.07235898096369711, }, "act": { - "C12R1:U_HDS_1:tau_charge": 0.082, - "C12R1:U_HDS_2:tau_charge": 0.082, - "C12R1:U_HDS_3:tau_charge": 0.081, - "C12R1:U_HDS_4:tau_charge": 0.081, - "C12R1:I_HDS_1:tau_charge": 0.073, - "C12R1:I_HDS_2:tau_charge": 0.073, - "C12R1:I_HDS_3:tau_charge": 0.072, - "C12R1:I_HDS_4:tau_charge": 0.072, + "C12R1:U_HDS_1:tau_charge": 0.08189102352834106, + "C12R1:U_HDS_2:tau_charge": 0.08173046782866084, + "C12R1:U_HDS_3:tau_charge": 0.08071500947532596, + "C12R1:U_HDS_4:tau_charge": 0.08112091839998735, + "C12R1:I_HDS_1:tau_charge": 0.07347720035011582, + "C12R1:I_HDS_2:tau_charge": 0.07309503379067436, + "C12R1:I_HDS_3:tau_charge": 0.07214218103968623, + "C12R1:I_HDS_4:tau_charge": 0.0724600997002577, }, "diff": { "C12R1:U_HDS_1:tau_charge": 0.003, @@ -1153,16 +1153,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "C12R1:R_HDS_1:first20mean": 10.98, - "C12R1:R_HDS_2:first20mean": 10.89, - "C12R1:R_HDS_3:first20mean": 10.7, - "C12R1:R_HDS_4:first20mean": 10.76, + "C12R1:R_HDS_1:first20mean": 10.984632646135207, + "C12R1:R_HDS_2:first20mean": 10.890075318720912, + "C12R1:R_HDS_3:first20mean": 10.702911358369656, + "C12R1:R_HDS_4:first20mean": 10.764137483337844, }, "act": { - "C12R1:R_HDS_1:first20mean": 10.96, - "C12R1:R_HDS_2:first20mean": 10.87, - "C12R1:R_HDS_3:first20mean": 10.68, - "C12R1:R_HDS_4:first20mean": 10.75, + "C12R1:R_HDS_1:first20mean": 10.960068166065833, + "C12R1:R_HDS_2:first20mean": 10.867742274111508, + "C12R1:R_HDS_3:first20mean": 10.680446564123944, + "C12R1:R_HDS_4:first20mean": 10.754942039587203, }, "diff": { "C12R1:R_HDS_1:first20mean": 0.5, @@ -1181,16 +1181,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "C12R1_C_HDS_1:capacitance": 0.007468123861566485, - "C12R1_C_HDS_2:capacitance": 0.007529843893480257, - "C12R1_C_HDS_3:capacitance": 0.007570093457943926, - "C12R1_C_HDS_4:capacitance": 0.007527881040892193, + "C12R1_C_HDS_1:capacitance": 0.007504716471642052, + "C12R1_C_HDS_2:capacitance": 0.007524616839623706, + "C12R1_C_HDS_3:capacitance": 0.007577611427747983, + "C12R1_C_HDS_4:capacitance": 0.007540265774124871, }, "act": { - "C12R1_C_HDS_1:capacitance": 0.007481751824817518, - "C12R1_C_HDS_2:capacitance": 0.0075436982520699185, - "C12R1_C_HDS_3:capacitance": 0.007584269662921349, - "C12R1_C_HDS_4:capacitance": 0.007534883720930233, + "C12R1_C_HDS_1:capacitance": 0.007471762245228464, + "C12R1_C_HDS_2:capacitance": 0.007520464303184141, + "C12R1_C_HDS_3:capacitance": 0.0075572691638616475, + "C12R1_C_HDS_4:capacitance": 0.007542664395716348, }, "diff": { "C12R1_C_HDS_1:capacitance": nan, @@ -1233,14 +1233,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "A13R1:U_HDS_4:last20mean": 85.0, }, "act": { - "A13R1:U_HDS_1:first": 924.0, - "A13R1:U_HDS_1:last20mean": 32.0, - "A13R1:U_HDS_2:first": 936.0, - "A13R1:U_HDS_2:last20mean": 32.0, - "A13R1:U_HDS_3:first": 930.0, - "A13R1:U_HDS_3:last20mean": 32.0, - "A13R1:U_HDS_4:first": 939.0, - "A13R1:U_HDS_4:last20mean": 33.0, + "A13R1:U_HDS_1:first": 923.8803, + "A13R1:U_HDS_1:last20mean": 32.00226057894737, + "A13R1:U_HDS_2:first": 935.59076, + "A13R1:U_HDS_2:last20mean": 31.95989347368421, + "A13R1:U_HDS_3:first": 929.6301, + "A13R1:U_HDS_3:last20mean": 32.228218157894744, + "A13R1:U_HDS_4:first": 938.82983, + "A13R1:U_HDS_4:last20mean": 32.98679052631579, }, "result": { "A13R1:U_HDS_1:first": True, @@ -1257,24 +1257,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "A13R1:U_HDS_1:tau_charge": 0.086, - "A13R1:U_HDS_2:tau_charge": 0.086, - "A13R1:U_HDS_3:tau_charge": 0.087, - "A13R1:U_HDS_4:tau_charge": 0.087, - "A13R1:I_HDS_1:tau_charge": 0.078, - "A13R1:I_HDS_2:tau_charge": 0.077, - "A13R1:I_HDS_3:tau_charge": 0.078, - "A13R1:I_HDS_4:tau_charge": 0.078, + "A13R1:U_HDS_1:tau_charge": 0.08638234082924343, + "A13R1:U_HDS_2:tau_charge": 0.08579576777728251, + "A13R1:U_HDS_3:tau_charge": 0.08669932015248245, + "A13R1:U_HDS_4:tau_charge": 0.08681837430321893, + "A13R1:I_HDS_1:tau_charge": 0.07768809188576592, + "A13R1:I_HDS_2:tau_charge": 0.07730370180610484, + "A13R1:I_HDS_3:tau_charge": 0.07776091381301332, + "A13R1:I_HDS_4:tau_charge": 0.07811956182650118, }, "act": { - "A13R1:U_HDS_1:tau_charge": 0.085, - "A13R1:U_HDS_2:tau_charge": 0.085, - "A13R1:U_HDS_3:tau_charge": 0.086, - "A13R1:U_HDS_4:tau_charge": 0.086, - "A13R1:I_HDS_1:tau_charge": 0.077, - "A13R1:I_HDS_2:tau_charge": 0.077, - "A13R1:I_HDS_3:tau_charge": 0.077, - "A13R1:I_HDS_4:tau_charge": 0.078, + "A13R1:U_HDS_1:tau_charge": 0.08545696263126829, + "A13R1:U_HDS_2:tau_charge": 0.08507173381443298, + "A13R1:U_HDS_3:tau_charge": 0.08591029533298725, + "A13R1:U_HDS_4:tau_charge": 0.0862812864284815, + "A13R1:I_HDS_1:tau_charge": 0.07703636436456383, + "A13R1:I_HDS_2:tau_charge": 0.07669156122156749, + "A13R1:I_HDS_3:tau_charge": 0.07726919393046816, + "A13R1:I_HDS_4:tau_charge": 0.07771005281901067, }, "diff": { "A13R1:U_HDS_1:tau_charge": 0.003, @@ -1302,16 +1302,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "A13R1:R_HDS_1:first20mean": 11.71, - "A13R1:R_HDS_2:first20mean": 11.71, - "A13R1:R_HDS_3:first20mean": 11.7, - "A13R1:R_HDS_4:first20mean": 11.77, + "A13R1:R_HDS_1:first20mean": 11.713841750286312, + "A13R1:R_HDS_2:first20mean": 11.713802370008764, + "A13R1:R_HDS_3:first20mean": 11.699579761094201, + "A13R1:R_HDS_4:first20mean": 11.765500162477819, }, "act": { - "A13R1:R_HDS_1:first20mean": 11.64, - "A13R1:R_HDS_2:first20mean": 11.64, - "A13R1:R_HDS_3:first20mean": 11.63, - "A13R1:R_HDS_4:first20mean": 11.7, + "A13R1:R_HDS_1:first20mean": 11.644040912310079, + "A13R1:R_HDS_2:first20mean": 11.642404527280325, + "A13R1:R_HDS_3:first20mean": 11.628283505428977, + "A13R1:R_HDS_4:first20mean": 11.699265069675352, }, "diff": { "A13R1:R_HDS_1:first20mean": 0.5, @@ -1330,16 +1330,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "A13R1_C_HDS_1:capacitance": 0.007344150298889836, - "A13R1_C_HDS_2:capacitance": 0.007344150298889836, - "A13R1_C_HDS_3:capacitance": 0.007435897435897436, - "A13R1_C_HDS_4:capacitance": 0.007391673746813933, + "A13R1_C_HDS_1:capacitance": 0.007374381750302548, + "A13R1_C_HDS_2:capacitance": 0.007324331166534639, + "A13R1_C_HDS_3:capacitance": 0.0074104644716208095, + "A13R1_C_HDS_4:capacitance": 0.007379063627069377, }, "act": { - "A13R1_C_HDS_1:capacitance": 0.007302405498281787, - "A13R1_C_HDS_2:capacitance": 0.007302405498281787, - "A13R1_C_HDS_3:capacitance": 0.007394668959587273, - "A13R1_C_HDS_4:capacitance": 0.00735042735042735, + "A13R1_C_HDS_1:capacitance": 0.007339115627885092, + "A13R1_C_HDS_2:capacitance": 0.007307058745046527, + "A13R1_C_HDS_3:capacitance": 0.007388046162864684, + "A13R1_C_HDS_4:capacitance": 0.0073749321786138276, }, "diff": { "A13R1_C_HDS_1:capacitance": nan, @@ -1382,14 +1382,14 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage "B13R1:U_HDS_4:last20mean": 85.0, }, "act": { - "B13R1:U_HDS_1:first": 894.0, - "B13R1:U_HDS_1:last20mean": 26.0, - "B13R1:U_HDS_2:first": 901.0, - "B13R1:U_HDS_2:last20mean": 26.0, - "B13R1:U_HDS_3:first": 895.0, - "B13R1:U_HDS_3:last20mean": 24.0, - "B13R1:U_HDS_4:first": 902.0, - "B13R1:U_HDS_4:last20mean": 26.0, + "B13R1:U_HDS_1:first": 894.21124, + "B13R1:U_HDS_1:last20mean": 25.583651263157897, + "B13R1:U_HDS_2:first": 901.32184, + "B13R1:U_HDS_2:last20mean": 26.178807052631576, + "B13R1:U_HDS_3:first": 894.53705, + "B13R1:U_HDS_3:last20mean": 23.979754842105265, + "B13R1:U_HDS_4:first": 901.9927, + "B13R1:U_HDS_4:last20mean": 25.897368999999998, }, "result": { "B13R1:U_HDS_1:first": True, @@ -1406,24 +1406,24 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage tau_u_comp=pd.DataFrame( { "ref": { - "B13R1:U_HDS_1:tau_charge": 0.082, - "B13R1:U_HDS_2:tau_charge": 0.082, - "B13R1:U_HDS_3:tau_charge": 0.08, - "B13R1:U_HDS_4:tau_charge": 0.082, - "B13R1:I_HDS_1:tau_charge": 0.073, - "B13R1:I_HDS_2:tau_charge": 0.073, - "B13R1:I_HDS_3:tau_charge": 0.071, - "B13R1:I_HDS_4:tau_charge": 0.073, + "B13R1:U_HDS_1:tau_charge": 0.08207038855053132, + "B13R1:U_HDS_2:tau_charge": 0.08231251340073338, + "B13R1:U_HDS_3:tau_charge": 0.08015813144181586, + "B13R1:U_HDS_4:tau_charge": 0.08199045382945644, + "B13R1:I_HDS_1:tau_charge": 0.07310189144501764, + "B13R1:I_HDS_2:tau_charge": 0.07329948625013691, + "B13R1:I_HDS_3:tau_charge": 0.07143637886621004, + "B13R1:I_HDS_4:tau_charge": 0.07307111907043368, }, "act": { - "B13R1:U_HDS_1:tau_charge": 0.081, - "B13R1:U_HDS_2:tau_charge": 0.082, - "B13R1:U_HDS_3:tau_charge": 0.079, - "B13R1:U_HDS_4:tau_charge": 0.081, - "B13R1:I_HDS_1:tau_charge": 0.072, - "B13R1:I_HDS_2:tau_charge": 0.073, - "B13R1:I_HDS_3:tau_charge": 0.071, - "B13R1:I_HDS_4:tau_charge": 0.072, + "B13R1:U_HDS_1:tau_charge": 0.08122917051237682, + "B13R1:U_HDS_2:tau_charge": 0.08165418367464354, + "B13R1:U_HDS_3:tau_charge": 0.0793154275553497, + "B13R1:U_HDS_4:tau_charge": 0.08129210506644914, + "B13R1:I_HDS_1:tau_charge": 0.07241997032036243, + "B13R1:I_HDS_2:tau_charge": 0.07269622886391412, + "B13R1:I_HDS_3:tau_charge": 0.0707351996939783, + "B13R1:I_HDS_4:tau_charge": 0.07236613003299468, }, "diff": { "B13R1:U_HDS_1:tau_charge": 0.003, @@ -1451,16 +1451,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage first_r_comp=pd.DataFrame( { "ref": { - "B13R1:R_HDS_1:first20mean": 10.57, - "B13R1:R_HDS_2:first20mean": 10.5, - "B13R1:R_HDS_3:first20mean": 10.48, - "B13R1:R_HDS_4:first20mean": 10.46, + "B13R1:R_HDS_1:first20mean": 10.565547228961368, + "B13R1:R_HDS_2:first20mean": 10.500555980506302, + "B13R1:R_HDS_3:first20mean": 10.484521100879437, + "B13R1:R_HDS_4:first20mean": 10.458122039654103, }, "act": { - "B13R1:R_HDS_1:first20mean": 10.5, - "B13R1:R_HDS_2:first20mean": 10.44, - "B13R1:R_HDS_3:first20mean": 10.42, - "B13R1:R_HDS_4:first20mean": 10.39, + "B13R1:R_HDS_1:first20mean": 10.49944035330616, + "B13R1:R_HDS_2:first20mean": 10.436964964323424, + "B13R1:R_HDS_3:first20mean": 10.41730832215263, + "B13R1:R_HDS_4:first20mean": 10.393558953288121, }, "diff": { "B13R1:R_HDS_1:first20mean": 0.5, @@ -1479,16 +1479,16 @@ from lhcsmapi.api.analysis.qh import QuenchHeaterVoltageCurrentAnalysis, Voltage capacitance_comp=pd.DataFrame( { "ref": { - "B13R1_C_HDS_1:capacitance": 0.007757805108798486, - "B13R1_C_HDS_2:capacitance": 0.00780952380952381, - "B13R1_C_HDS_3:capacitance": 0.007633587786259542, - "B13R1_C_HDS_4:capacitance": 0.007839388145315488, + "B13R1_C_HDS_1:capacitance": 0.007767736660678308, + "B13R1_C_HDS_2:capacitance": 0.007838871918167189, + "B13R1_C_HDS_3:capacitance": 0.007645378426973858, + "B13R1_C_HDS_4:capacitance": 0.007839883061086197, }, "act": { - "B13R1_C_HDS_1:capacitance": 0.007714285714285714, - "B13R1_C_HDS_2:capacitance": 0.0078544061302682, - "B13R1_C_HDS_3:capacitance": 0.007581573896353167, - "B13R1_C_HDS_4:capacitance": 0.007795957651588066, + "B13R1_C_HDS_1:capacitance": 0.007736523831653431, + "B13R1_C_HDS_2:capacitance": 0.007823556364686596, + "B13R1_C_HDS_3:capacitance": 0.00761381204266401, + "B13R1_C_HDS_4:capacitance": 0.007821392598223677, }, "diff": { "B13R1_C_HDS_1:capacitance": nan,