{"id":"W3097199297","doi":"10.1109/ecce44975.2020.9235380","title":"A Rule Based EMS for Fast Charging Station with CHIL Implementation","year":2020,"lang":"en","type":"article","venue":"","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Energy management system; Grid; Computer science; Energy management; Distributed generation; Sizing; Controller (irrigation); Automotive engineering; Engineering; Electrical engineering; Energy (signal processing); Renewable energy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005593488,0.0003962755,0.0003773007,0.000269315,0.0003483204,0.001286085,0.001128085,0.0006815728,0.006004691],"category_scores_gemma":[0.0009264417,0.0002157956,0.0003610344,0.0001121332,0.0003352312,0.0003980872,0.0004223675,0.000860234,0.001551692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004285112,"about_ca_system_score_gemma":0.0008003467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468787,"about_ca_topic_score_gemma":0.002400116,"domain_scores_codex":[0.9994087,0.0000917142,0.0000440624,0.0001475028,0.0002414518,0.00006648822],"domain_scores_gemma":[0.9993813,0.0001295411,0.00006011778,0.000145677,0.0002483595,0.00003488121],"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":[0.0008536863,0.0007525368,0.002300293,0.0005082046,0.0001326873,0.0008655724,0.0004223761,0.4194665,0.2151454,0.0248962,0.006254739,0.3284018],"study_design_scores_gemma":[0.000109923,0.0004844661,0.0007826398,0.00002776164,0.00003976,0.0002283505,0.00003400989,0.9180835,0.06514664,0.002008816,0.01302409,0.00003005957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03818904,0.0001101179,0.9381859,0.0001756155,0.0001381164,0.0004630122,0.0001572518,0.007359053,0.01522195],"genre_scores_gemma":[0.8327796,0.00006753527,0.1584795,0.0001540082,0.00003413043,0.0002865475,0.0001483053,0.0001333182,0.007917121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006004691,"threshold_uncertainty_score":0.02008772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02339433069711987,"score_gpt":0.2960612124005705,"score_spread":0.2726668817034506,"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."}}