{"id":"W2240163490","doi":"10.1109/epec.2015.7379997","title":"Operational modes of hydrogen energy storage in a micro grid system","year":2015,"lang":"en","type":"article","venue":"","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lambton College","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dispatchable generation; Modular design; Controller (irrigation); Computer science; Renewable energy; Energy storage; Grid; Intermittency; Work (physics); Energy (signal processing); Power (physics); Automotive engineering; Electrical engineering; Distributed generation; Engineering; Mechanical engineering; Operating system","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008100262,0.0001896666,0.0001981819,0.000192669,0.0002602917,0.0003813048,0.0003278689,0.0001644176,0.002430301],"category_scores_gemma":[0.0001062719,0.0000680371,0.00008930598,0.0001065469,0.0002297929,0.0002477409,0.0001614807,0.0001062167,0.0002121376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002045951,"about_ca_system_score_gemma":0.0001686769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103082,"about_ca_topic_score_gemma":0.001188877,"domain_scores_codex":[0.9999409,0.00001036498,0.000006267995,0.00001519733,0.00001407025,0.00001313573],"domain_scores_gemma":[0.9999232,0.00002191016,0.00001142578,0.00001546101,0.00001632924,0.00001156846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.006114702,0.0004094691,0.0334444,0.0004936423,0.000141792,0.002917092,0.001768732,0.1692668,0.6190264,0.01591386,0.00487087,0.1456324],"study_design_scores_gemma":[0.0001288838,0.001017358,0.01255861,0.00002737356,0.0000464369,0.0006946454,0.0005729879,0.7236964,0.2533226,0.003521017,0.004360505,0.00005319505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733958,0.00008641755,0.02116558,0.00006351021,0.00002010931,0.00004716897,0.0001719927,0.0007419607,0.004307457],"genre_scores_gemma":[0.9987331,0.00001002775,0.0008384375,0.000004196165,0.000001191342,0.000008833018,0.00001439898,0.000003958678,0.0003858246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002430301,"threshold_uncertainty_score":0.008130133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007396817458383209,"score_gpt":0.1711728181497033,"score_spread":0.1637760006913201,"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."}}