{"id":"W2024640482","doi":"10.1007/s40565-014-0063-1","title":"Overview of control, integration and energy management of microgrids","year":2014,"lang":"en","type":"article","venue":"Journal of Modern Power Systems and Clean Energy","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microgrid; Interfacing; Smart grid; Renewable energy; Grid; Distributed generation; Energy management; Interface (matter); Engineering; Systems engineering; Power electronics; Key (lock); Control (management); Control engineering; Computer science; Energy (signal processing); Electrical engineering","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":[0.0003528926,0.0007842787,0.0006789422,0.0009408067,0.0003313007,0.001640913,0.0007531522,0.0009156361,0.003420761],"category_scores_gemma":[0.0002833296,0.0003885205,0.00042467,0.001407728,0.0002554537,0.001231282,0.0005745473,0.0008148926,0.00170043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324383,"about_ca_system_score_gemma":0.0007445485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001879969,"about_ca_topic_score_gemma":0.001343878,"domain_scores_codex":[0.9996349,0.00004620463,0.00004974689,0.00007138876,0.0001698956,0.00002790933],"domain_scores_gemma":[0.9998548,0.00002950703,0.0000183306,0.0000150869,0.00006785444,0.00001436476],"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":[0.0000984724,0.0001274347,0.0005900529,0.004517348,0.0001022411,0.0002673864,0.0001650531,0.04564432,0.01161223,0.08385857,0.02601679,0.8270002],"study_design_scores_gemma":[0.00002079435,0.0002875633,0.001454768,0.001100623,0.00008415724,0.000637526,0.00009815164,0.05245058,0.003387364,0.03233166,0.9080887,0.00005796257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005892091,0.5153636,0.3792321,0.001786982,0.001837298,0.0003650472,0.0005009613,0.001558266,0.09346374],"genre_scores_gemma":[0.1255381,0.5986908,0.2212293,0.001180943,0.004113062,0.000465592,0.001677971,0.0002207669,0.04688348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003420761,"threshold_uncertainty_score":0.01144361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005757653224791547,"score_gpt":0.184124547509181,"score_spread":0.1783668942843894,"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."}}