{"id":"W2568495984","doi":"10.1049/iet-gtd.2016.0231","title":"Optimal scheduling of independently operated, locally controlled energy storage systems as dispatchable assets in a competitive electricity market","year":2017,"lang":"en","type":"article","venue":"IET Generation Transmission & Distribution","topic":"Smart Grid Energy Management","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dispatchable generation; Electricity market; Electricity; Energy storage; Scheduling (production processes); Computer science; Industrial organization; Business; Operations management; Renewable energy; Distributed generation; Electrical engineering; Economics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006281146,0.0002924615,0.0005101975,0.000134706,0.0002793834,0.0002391013,0.0002934068,0.0002148183,0.000105718],"category_scores_gemma":[0.00007104269,0.0002914352,0.0001112067,0.0001895566,0.00004277514,0.0004377789,0.00003104286,0.0002082611,0.000005706751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003370328,"about_ca_system_score_gemma":0.00008836413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005554574,"about_ca_topic_score_gemma":0.0001219085,"domain_scores_codex":[0.997954,0.0001868451,0.0006744008,0.0003546721,0.0004658839,0.0003642733],"domain_scores_gemma":[0.9990395,0.00004029018,0.0001916868,0.0003913192,0.0002028936,0.0001343417],"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":[0.0002862322,0.000116206,0.0003050797,0.00006564188,0.00008903226,0.00002094205,0.00003668943,0.9539237,0.03920245,0.0042481,0.0007568056,0.0009491321],"study_design_scores_gemma":[0.004109002,0.00009086223,0.002518223,0.0001470736,0.00004352336,0.000004865671,0.00004624702,0.9488071,0.04108072,0.00001369691,0.00285327,0.0002854383],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3079586,0.0004786697,0.6888183,0.00009444849,0.0005192205,0.0003981353,0.00007372192,0.000099442,0.001559482],"genre_scores_gemma":[0.9978554,0.0004239324,0.000380948,0.00001244289,0.0001503704,0.0001528227,0.000719745,0.000032766,0.0002715392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6898968,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008859297620424193,"score_gpt":0.2209385176028131,"score_spread":0.2120792199823889,"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."}}