{"id":"W3006459398","doi":"10.1109/tii.2020.2972803","title":"Optimal Real-Time Energy Management in Apartment Building Integrating Microgrid With Multizone HVAC Control","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Demand response; HVAC; Microgrid; Building automation; Building management system; Computer science; Context (archaeology); Distributed generation; Renewable energy; Apartment; Automotive engineering; Air conditioning; Control (management); Engineering; Electricity; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003408465,0.0005985561,0.0005591665,0.0002056873,0.000357148,0.0007718256,0.0005240491,0.0003949468,0.001317935],"category_scores_gemma":[0.0003705123,0.0002686086,0.0003056341,0.0002460934,0.000346142,0.000384106,0.0004881106,0.0003849088,0.00009618841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007050185,"about_ca_system_score_gemma":0.0007271179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02126018,"about_ca_topic_score_gemma":0.02047185,"domain_scores_codex":[0.9998673,0.0000388668,0.00000475992,0.00003293249,0.00002543887,0.00003074292],"domain_scores_gemma":[0.9998924,0.00003970633,0.00002569993,0.000007953394,0.00002099781,0.00001325483],"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":[0.0000583844,0.00002183845,0.0003243963,0.00001895992,0.00001370447,0.00003408049,0.0000178944,0.9917108,0.001265735,0.0005170926,0.0001388071,0.00587832],"study_design_scores_gemma":[0.000004868708,0.00002080917,0.0001509805,0.000001127364,0.000004545364,0.000002845238,0.000008494005,0.9993026,0.0002368928,0.0001918528,0.00007296112,0.000001972048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3671745,0.0005317623,0.6214452,0.0002920118,0.00005612205,0.00009282085,0.00009736451,0.000604441,0.00970577],"genre_scores_gemma":[0.9949486,0.00004315456,0.004272858,0.000007377794,0.000004077654,0.00001473435,0.00001263042,0.000005974281,0.0006905495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02126018,"threshold_uncertainty_score":0.04227287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537928856946761,"score_gpt":0.2015398421929722,"score_spread":0.1861605536235046,"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."}}