{"id":"W3185764699","doi":"10.3390/en14154515","title":"A Novel Optimization Algorithm for Solar Panels Selection towards a Self-Powered EV Parking Lot and Its Impact on the Distribution System","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"TOPSIS; Photovoltaic system; Renewable energy; Ideal solution; Mathematical optimization; Payback period; Computer science; Algorithm; Power (physics); Engineering; Mathematics; Operations research; Production (economics); 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":[0.001098157,0.001000115,0.0009012694,0.0008129082,0.0005067328,0.00103966,0.0009198266,0.001044324,0.003041095],"category_scores_gemma":[0.001396803,0.0004181574,0.0008732716,0.0007363521,0.0003539741,0.0008246129,0.0007311177,0.0006684418,0.0004703606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000656164,"about_ca_system_score_gemma":0.001262991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002804157,"about_ca_topic_score_gemma":0.002670493,"domain_scores_codex":[0.9993923,0.0001939574,0.00003693131,0.0001163256,0.0001880923,0.00007235447],"domain_scores_gemma":[0.9995306,0.000213285,0.00006321984,0.00002300148,0.000148439,0.00002147903],"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":[0.00005830483,0.00006415514,0.0005400552,0.0001073996,0.0000512726,0.00005617065,0.00005815711,0.8905481,0.003045129,0.00433318,0.001118379,0.1000197],"study_design_scores_gemma":[0.00001086491,0.00004037888,0.00008318311,0.000005482174,0.000008052467,0.00001892542,0.00001115878,0.9978758,0.0005701683,0.0008418107,0.0005295474,0.000004640037],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007515164,0.00008923235,0.9898793,0.00006081445,0.00001943765,0.00005333319,0.00002410534,0.0002042907,0.002154343],"genre_scores_gemma":[0.4213719,0.0002039086,0.5738937,0.0001075793,0.00003789257,0.0003846699,0.0001401323,0.00008683105,0.003773364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003041095,"threshold_uncertainty_score":0.01017344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007155060188926868,"score_gpt":0.210982869061482,"score_spread":0.2038278088725552,"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."}}