{"id":"W2795530227","doi":"10.1109/tia.2018.2823680","title":"Harmonics and Mitigation Techniques Through Advanced Control in Grid-Connected Renewable Energy Sources: A Review","year":2018,"lang":"en","type":"review","venue":"IEEE Transactions on Industry Applications","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Harmonics; Harmonic; Inverter; Electrical engineering; Total harmonic distortion; Interfacing; Electronic engineering; Photovoltaic system; Distributed generation; Renewable energy; Maximum power point tracking; Engineering; Electric power system; Computer science; Power (physics); Voltage; Physics; Acoustics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001457275,0.0004937831,0.001020564,0.0002457589,0.000175175,0.00005207855,0.0002481809,0.0009589539,0.00008018192],"category_scores_gemma":[0.000005583207,0.0005002834,0.0002031395,0.001007589,0.00008636324,0.0002182474,0.000001787858,0.0009178261,0.00001763697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002145775,"about_ca_system_score_gemma":0.0001103124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007135566,"about_ca_topic_score_gemma":0.000110638,"domain_scores_codex":[0.9980844,0.0001037526,0.0008454493,0.0005077822,0.0001423219,0.0003163454],"domain_scores_gemma":[0.9988757,0.0001579926,0.0002090206,0.0005586862,0.00009957611,0.00009903099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005161789,0.00009814482,1.032826e-7,0.008239965,0.0001695866,0.000001214721,0.00002642181,0.01486775,0.00001988585,0.0000369226,0.00415957,0.9723753],"study_design_scores_gemma":[0.0002949065,0.00003085851,6.952405e-8,0.01109271,0.000573122,0.00002360039,0.000007490489,0.002064802,0.0002491977,0.00006474608,0.9851497,0.0004487381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[1.495216e-7,0.6070151,0.3907287,0.00005625504,0.0001067923,0.001253914,0.0002291025,0.0003370399,0.0002729143],"genre_scores_gemma":[0.00003067197,0.9883363,0.002151153,0.0003033546,0.0002211357,0.008527699,0.0001710788,0.00010002,0.0001586113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9809902,"threshold_uncertainty_score":0.9997449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01495026165040591,"score_gpt":0.2601579735121785,"score_spread":0.2452077118617726,"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."}}