{"id":"W4402474862","doi":"10.1109/ccece59415.2024.10667220","title":"Metaheuristics Applied to the Optimal Renewable Microgrid Sizing to Supply Remote Communities","year":2024,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Microgrid; Sizing; Renewable energy; Metaheuristic; Computer science; Environmental economics; Environmental science; Electrical engineering; Engineering; Economics","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":[0.0006393584,0.0007241771,0.0005690308,0.0007821323,0.0003116359,0.0006910665,0.0005553727,0.0006128627,0.00105269],"category_scores_gemma":[0.001211628,0.0003318916,0.0006874101,0.0007061693,0.0003298932,0.0003134476,0.0004468905,0.0005619373,0.0001159572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008689832,"about_ca_system_score_gemma":0.001163621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008641453,"about_ca_topic_score_gemma":0.01035322,"domain_scores_codex":[0.9998286,0.00007858849,0.000008645167,0.00002148967,0.00003838965,0.00002424278],"domain_scores_gemma":[0.9996597,0.0002125348,0.00004859733,0.00001448184,0.00004974395,0.0000150243],"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":[0.00001286809,0.00001555852,0.0001393084,0.00001537937,0.00001719127,0.00001679959,0.000009981792,0.9898191,0.0004505394,0.001217666,0.00010051,0.008185043],"study_design_scores_gemma":[0.000004495038,0.00001374614,0.00004937128,0.000003430764,0.000004146073,0.000003859612,0.00000605606,0.9991411,0.0001996564,0.0004373442,0.0001352602,0.000001440458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1241743,0.000616783,0.8659958,0.0002072844,0.00006313991,0.0001698243,0.00008939472,0.0002679711,0.008415407],"genre_scores_gemma":[0.7835819,0.0002995008,0.214113,0.00005609295,0.00002230998,0.0001875138,0.00008063485,0.00005135508,0.001607815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008641453,"threshold_uncertainty_score":0.01718229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007728263434817351,"score_gpt":0.197492123906198,"score_spread":0.1897638604713806,"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."}}