{"id":"W4205345841","doi":"10.1109/tte.2022.3144526","title":"Flexible Simulation of an Electric Vehicle to Estimate the Impact of Thermal Comfort on the Energy Consumption","year":2022,"lang":"en","type":"article","venue":"IEEE Transactions on Transportation Electrification","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Région Hauts-de-France; Université de Lille","keywords":"HVAC; Energy consumption; Automotive engineering; Air conditioning; Thermal comfort; Electric energy consumption; Ventilation (architecture); Energy (signal processing); Electric vehicle; Computer science; Simulation; Thermal; Environmental science; Engineering; Electric energy; Mechanical engineering; Meteorology; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002775764,0.0001420196,0.0001331902,0.0002126723,0.0003688421,0.00001089423,0.0001912302,0.00004942159,0.0002275694],"category_scores_gemma":[0.000001850031,0.00010325,0.0001116549,0.0008383922,0.00002406804,0.0001378845,4.457984e-8,0.0002605698,0.000003664251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001205783,"about_ca_system_score_gemma":0.00004928147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008829516,"about_ca_topic_score_gemma":0.00001890422,"domain_scores_codex":[0.9988994,0.0000887746,0.0003761016,0.0001537328,0.000306818,0.0001751605],"domain_scores_gemma":[0.9992895,0.0001603286,0.0001085336,0.0003200543,0.00007307625,0.00004847769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001469326,0.0001016994,0.00004440983,0.000006946462,0.00002432228,8.051108e-8,0.0003465791,0.6118802,0.3721476,0.0001580393,0.000009311614,0.01513392],"study_design_scores_gemma":[0.0001633779,0.0003952773,0.01623313,0.000006287778,0.00002199143,5.490327e-7,0.00002218222,0.496309,0.4867195,0.00002897332,0.00002435858,0.00007541457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7838345,0.00002372984,0.2155465,0.00004657224,0.0000604929,0.0002808878,0.00006510113,0.00008516072,0.00005707001],"genre_scores_gemma":[0.9995828,0.00003170449,0.00003724639,0.00003159431,0.00001243361,0.0001846529,0.00005596012,0.00002773015,0.00003588232],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2157484,"threshold_uncertainty_score":0.4210414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831883149178961,"score_gpt":0.2896506718243265,"score_spread":0.2713318403325369,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}