{"id":"W2896963783","doi":"10.1109/sege.2018.8499484","title":"An Online Smart Microgrid Energy Monitoring and Management System","year":2018,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mohawk College","funders":"","keywords":"Microgrid; Photovoltaic system; Computer science; Energy management; Smart grid; Distributed generation; Maximum power point tracking; Fuzzy logic; Grid; Battery (electricity); Load balancing (electrical power); State of charge; Energy management system; Load management; Control engineering; Power (physics); Automotive engineering; Inverter; Engineering; Energy (signal processing); Renewable energy; Electrical engineering; Control (management); Voltage","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":[0.0003009452,0.0005121781,0.0005687951,0.0005499086,0.0006315447,0.0005736811,0.0009471943,0.0004299523,0.00569874],"category_scores_gemma":[0.0003238978,0.0002210683,0.0001775901,0.0003714274,0.000183383,0.0008330736,0.0006554042,0.0003342601,0.001531307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003649289,"about_ca_system_score_gemma":0.0003936925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001518492,"about_ca_topic_score_gemma":0.001430477,"domain_scores_codex":[0.9997001,0.00004383108,0.0000236228,0.00009672813,0.0001080803,0.00002772487],"domain_scores_gemma":[0.9997812,0.00002431238,0.00003526397,0.00005644266,0.00007333761,0.00002952152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001508529,0.001081803,0.009791253,0.0004373066,0.0001247815,0.0009316794,0.0004904809,0.08369661,0.1097396,0.003863237,0.02467323,0.7636615],"study_design_scores_gemma":[0.000240155,0.0008542243,0.008003483,0.00003948198,0.0001013476,0.0005416346,0.0001242801,0.9173528,0.04577329,0.002828261,0.02405929,0.0000816938],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2361708,0.0004824519,0.6839506,0.0005935171,0.0002796327,0.0008286874,0.001193635,0.04088387,0.03561686],"genre_scores_gemma":[0.9622515,0.00007815583,0.03063772,0.0001275561,0.00005283998,0.0002063345,0.0003670238,0.0000640994,0.006214552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00569874,"threshold_uncertainty_score":0.01906419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006420530246649746,"score_gpt":0.1875632802709454,"score_spread":0.1811427500242956,"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."}}