{"id":"W4389076350","doi":"10.1109/tii.2023.3331526","title":"Conjugate-Gradient Based Control in a Grid-Integrated PV With 24/7 Distortion-Free Charging for Bidirectional EV Charger","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Industrial Informatics","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Photovoltaic system; Grid; Renewable energy; Electrical engineering; Electric vehicle; Engineering; Distortion (music); Computer science; Automotive engineering; Physics; Power (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898326,0.0002485849,0.0002969321,0.0008722832,0.0001690183,0.00005534378,0.0002647694,0.0002569274,0.00006264044],"category_scores_gemma":[0.00006735737,0.0002211393,0.00008838162,0.001282927,0.00008883656,0.0003481194,0.00000109984,0.0008061729,0.00005430388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005163036,"about_ca_system_score_gemma":0.0001129392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001955683,"about_ca_topic_score_gemma":0.00008255187,"domain_scores_codex":[0.9983982,0.00002172406,0.0005712059,0.0001363293,0.0003448466,0.0005276309],"domain_scores_gemma":[0.9990129,0.0003763966,0.0000725942,0.0003484749,0.0001004752,0.00008918448],"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":[0.0004390047,0.0000615807,0.00007379898,0.00006722284,0.0000895723,0.000004266634,0.0001751085,0.9844971,0.0006330232,0.00002106288,0.006238754,0.007699541],"study_design_scores_gemma":[0.007404804,0.0004177199,0.00004158847,0.000199541,0.00003163298,0.000005730962,0.0006557839,0.9411185,0.03775052,0.00004376673,0.01191115,0.0004192023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06599486,0.000004782552,0.9272474,0.0004971078,0.002203929,0.001361718,0.001052464,0.001469753,0.0001679744],"genre_scores_gemma":[0.9968444,0.00002597574,0.001301138,0.0001037951,0.0001351781,0.001260276,0.0001070058,0.00006378241,0.0001584715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9308495,"threshold_uncertainty_score":0.9017801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04005860411649398,"score_gpt":0.2535545968865415,"score_spread":0.2134959927700475,"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."}}