{"id":"W3178826534","doi":"10.3390/en14144111","title":"Dynamic Stability of Wind Power Flow and Network Frequency for a High Penetration Wind-Based Energy Storage System Using Fuzzy Logic Controller","year":2021,"lang":"en","type":"article","venue":"Energies","topic":"Microgrid Control and Optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Wind power; Control theory (sociology); Electric power system; Renewable energy; Controller (irrigation); Turbine; Automatic frequency control; Energy storage; Engineering; PID controller; Dynamic demand; Automotive engineering; Computer science; Power (physics); Control engineering; Electrical engineering; Temperature control; Mechanical engineering; Control (management); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000339773,0.0003991541,0.0003498958,0.0001971064,0.0004100933,0.0005740304,0.0003551155,0.0003229463,0.001041967],"category_scores_gemma":[0.0004002135,0.0001565235,0.0002615282,0.0001575274,0.0002145442,0.0002407257,0.0001695565,0.0002952472,0.00008684355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741345,"about_ca_system_score_gemma":0.0004207854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005650192,"about_ca_topic_score_gemma":0.005909139,"domain_scores_codex":[0.9998734,0.0000223952,0.00001457397,0.00002937209,0.00004476958,0.0000154918],"domain_scores_gemma":[0.9998136,0.00006706044,0.00003922524,0.00001169417,0.00005982937,0.000008648385],"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":[0.0005919642,0.0001961812,0.002602783,0.000295952,0.00009085645,0.0003249355,0.0002490885,0.8313765,0.07896753,0.002568785,0.001033973,0.08170147],"study_design_scores_gemma":[0.00002385377,0.0001562105,0.0005708454,0.000005874153,0.00001862081,0.00002557072,0.00001400879,0.9936515,0.005190259,0.0001366316,0.0002000115,0.00000656097],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5884349,0.0004082328,0.3992285,0.000264531,0.0001006884,0.0001505941,0.00008400172,0.0007895638,0.01053904],"genre_scores_gemma":[0.994873,0.00004038381,0.004499305,0.000008422904,0.000003457554,0.00002312506,0.00001304326,0.000002973239,0.0005363362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005650192,"threshold_uncertainty_score":0.01123458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006330085591138533,"score_gpt":0.1852153309439635,"score_spread":0.178885245352825,"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."}}