{"id":"W4320496177","doi":"10.3390/en16041792","title":"Evaluation of Different Optimization Techniques and Control Strategies of Hybrid Microgrid: A Review","year":2023,"lang":"en","type":"review","venue":"Energies","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Renewable energy; Microgrid; Photovoltaic system; Wind power; Reliability engineering; Distributed generation; Grid parity; Computer science; Environmental economics; Automotive engineering; Engineering; 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":[0.0006241457,0.001279505,0.00107675,0.001203973,0.0002309518,0.001241291,0.0009019004,0.0006480601,0.002678074],"category_scores_gemma":[0.0009258086,0.0004979994,0.001120571,0.001820022,0.0002212617,0.0009813224,0.0004343425,0.0004609184,0.0005942086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003532144,"about_ca_system_score_gemma":0.000704689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440308,"about_ca_topic_score_gemma":0.00171878,"domain_scores_codex":[0.9997359,0.00005342678,0.00003524878,0.00005840612,0.00009411947,0.00002283196],"domain_scores_gemma":[0.9995723,0.0002195931,0.00004483718,0.00001799387,0.0001307723,0.00001454141],"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":[0.0001495533,0.0001567057,0.001004637,0.01564119,0.0004102345,0.0001953404,0.0001230462,0.07983618,0.002894166,0.00992866,0.009028185,0.880632],"study_design_scores_gemma":[0.0001148566,0.002190718,0.008856283,0.01210779,0.002195095,0.001541688,0.0009097609,0.3244982,0.01175894,0.02431428,0.6112112,0.0003010723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007354855,0.9227827,0.05537752,0.0004036734,0.0003471251,0.0000672739,0.0001212649,0.0001492779,0.01339619],"genre_scores_gemma":[0.1000705,0.8621206,0.03156454,0.0002218758,0.0006110423,0.0001214705,0.0004039689,0.00007143543,0.004814549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002678074,"threshold_uncertainty_score":0.008958995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884415867496154,"score_gpt":0.2937006079997584,"score_spread":0.2648564493247969,"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."}}