{"id":"W2954646619","doi":"10.1109/tpwrs.2019.2925703","title":"Microgrid Stability Definitions, Analysis, and Examples","year":2019,"lang":"en","type":"article","venue":"IEEE Transactions on Power Systems","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":732,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Universitat Politècnica de Catalunya","keywords":"Microgrid; Intermittency; Stability (learning theory); Computer science; Wind power; Task (project management); Inertia; Power (physics); Distributed generation; Control engineering; Reliability engineering; Engineering; Voltage; Renewable energy; Electrical engineering; Systems engineering; Physics; Machine learning","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":[0.001014978,0.001241478,0.0007005609,0.002698748,0.00104807,0.001559612,0.0008758861,0.0007453827,0.004078221],"category_scores_gemma":[0.002104431,0.0003612991,0.0008023947,0.003077506,0.001145342,0.002724936,0.001306556,0.001579539,0.001578375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008903844,"about_ca_system_score_gemma":0.0005253882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898954,"about_ca_topic_score_gemma":0.001152415,"domain_scores_codex":[0.9991216,0.0002086654,0.000131136,0.0001572855,0.0003227693,0.000058576],"domain_scores_gemma":[0.9991902,0.0002618566,0.00009471063,0.00008406035,0.0003412271,0.00002793938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008517905,0.00006456411,0.0009888069,0.001226933,0.00004625437,0.0005154791,0.001069278,0.04989612,0.002896182,0.7809258,0.0303618,0.1319236],"study_design_scores_gemma":[0.00002114287,0.0001314672,0.0008871989,0.001061325,0.00004378633,0.001546419,0.0005189771,0.1131401,0.003585098,0.5099592,0.3690214,0.00008376766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01901266,0.06113765,0.758462,0.002540328,0.0008911094,0.0003583831,0.001393343,0.0009351282,0.1552695],"genre_scores_gemma":[0.5067516,0.08998819,0.3658817,0.001213503,0.00178452,0.0009289156,0.002966997,0.0006361795,0.02984841],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004078221,"threshold_uncertainty_score":0.01364297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145371878188285,"score_gpt":0.1799185597675074,"score_spread":0.1684648409856245,"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."}}