{"id":"https://openalex.org/W4390748618","doi":"https://doi.org/10.3390/s24020444","title":"Ultra-Short-Term Offshore Wind Power Prediction Based on PCA-SSA-VMD and BiLSTM","display_name":"Ultra-Short-Term Offshore Wind Power Prediction Based on PCA-SSA-VMD and BiLSTM","publication_year":2024,"publication_date":"2024-01-11","ids":{"openalex":"https://openalex.org/W4390748618","doi":"https://doi.org/10.3390/s24020444","pmid":"https://pubmed.ncbi.nlm.nih.gov/38257537"},"language":"en","primary_location":{"id":"doi:10.3390/s24020444","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020444","pdf_url":"https://www.mdpi.com/1424-8220/24/2/444/pdf?version=1704958364","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/2/444/pdf?version=1704958364","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100422413","display_name":"Zhen Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":"https://orcid.org/0000-0003-2047-9226","affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080678069","display_name":"Y. Ying","orcid":"https://orcid.org/0009-0002-0996-0369"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Youwei Ying","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055404913","display_name":"Lei Kou","orcid":"https://orcid.org/0000-0002-9756-2805"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lei Kou","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":"https://orcid.org/0000-0002-9756-2805","affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038766561","display_name":"Wende Ke","orcid":"https://orcid.org/0000-0002-8198-5168"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wende Ke","raw_affiliation_strings":["Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen 518055, China"],"raw_orcid":"https://orcid.org/0000-0002-8198-5168","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Energy Engineering, Southern University of Science and Technology, Shenzhen 518055, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037899072","display_name":"Junhe Wan","orcid":"https://orcid.org/0000-0003-0206-2742"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhe Wan","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":"https://orcid.org/0000-0003-0206-2742","affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048160891","display_name":"Zhen Yu","orcid":"https://orcid.org/0000-0002-7994-8851"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Yu","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100610631","display_name":"Hailin Liu","orcid":"https://orcid.org/0000-0002-2612-5376"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailin Liu","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100425815","display_name":"Fangfang Zhang","orcid":"https://orcid.org/0000-0002-9254-3525"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210130071","display_name":"Institute of Oceanographic Instrumentation","ror":"https://ror.org/037z0v527","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210130071"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangfang Zhang","raw_affiliation_strings":["Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China"],"raw_orcid":"https://orcid.org/0000-0002-9254-3525","affiliations":[{"raw_affiliation_string":"Institute of Oceanographic Instrumentation, Qilu University of Technology (Shandong Academy of Sciences), Qingdao 266075, China","institution_ids":["https://openalex.org/I4210130071","https://openalex.org/I4210142748","https://openalex.org/I152269853"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5055404913"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210130071","https://openalex.org/I4210142748"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":5.5112,"has_fulltext":true,"cited_by_count":28,"citation_normalized_percentile":{"value":0.963575,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"24","issue":"2","first_page":"444","last_page":"444"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9595999717712402,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9519000053405762,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.7535350322723389},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5830621719360352},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.5389125943183899},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4945959746837616},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.46929651498794556},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.46720167994499207},{"id":"https://openalex.org/keywords/offshore-wind-power","display_name":"Offshore wind power","score":0.4529711604118347},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4477449059486389},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43149834871292114},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3613486886024475},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34445035457611084},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3355504870414734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30608612298965454},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.18483835458755493}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7535350322723389},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5830621719360352},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.5389125943183899},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4945959746837616},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46929651498794556},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.46720167994499207},{"id":"https://openalex.org/C8735168","wikidata":"https://www.wikidata.org/wiki/Q61637704","display_name":"Offshore wind power","level":3,"score":0.4529711604118347},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4477449059486389},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43149834871292114},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3613486886024475},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34445035457611084},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3355504870414734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30608612298965454},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.18483835458755493},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s24020444","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020444","pdf_url":"https://www.mdpi.com/1424-8220/24/2/444/pdf?version=1704958364","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38257537","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38257537","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11154436","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11154436","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11154436/pdf/sensors-24-00444.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:21aaafb6463643228ff7d1ff46d3c67b","is_oa":true,"landing_page_url":"https://doaj.org/article/21aaafb6463643228ff7d1ff46d3c67b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 2, p 444 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/2/444/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24020444","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24020444","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020444","pdf_url":"https://www.mdpi.com/1424-8220/24/2/444/pdf?version=1704958364","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G1730639337","display_name":null,"funder_award_id":"ZR2023MF089","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G2945759987","display_name":null,"funder_award_id":"23-2-1-121-zyyd-jch","funder_id":"https://openalex.org/F4320328636","funder_display_name":"Natural Science Foundation of Qingdao"},{"id":"https://openalex.org/G3232587213","display_name":null,"funder_award_id":"ZR2023QF036","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3598600810","display_name":null,"funder_award_id":"ZR2021QF065","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G4672500956","display_name":null,"funder_award_id":"ZR2021MD106","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6730195588","display_name":null,"funder_award_id":"ZR2023QE212","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"}],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320328636","display_name":"Natural Science Foundation of Qingdao","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390748618.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1989092102","https://openalex.org/W2045225208","https://openalex.org/W2086590688","https://openalex.org/W2088474334","https://openalex.org/W2218112468","https://openalex.org/W2319709116","https://openalex.org/W2500374603","https://openalex.org/W2611034349","https://openalex.org/W2921663760","https://openalex.org/W2942406509","https://openalex.org/W2944436518","https://openalex.org/W2998553334","https://openalex.org/W3008244228","https://openalex.org/W3027911011","https://openalex.org/W3046436250","https://openalex.org/W3088719522","https://openalex.org/W3094291701","https://openalex.org/W3095582408","https://openalex.org/W3123199118","https://openalex.org/W3132882148","https://openalex.org/W3190326505","https://openalex.org/W3196068745","https://openalex.org/W3205710923","https://openalex.org/W4224243654","https://openalex.org/W4225243270","https://openalex.org/W4307248090","https://openalex.org/W4312071355","https://openalex.org/W4313306979","https://openalex.org/W4313417486","https://openalex.org/W4317598144","https://openalex.org/W4323108439","https://openalex.org/W4376880182","https://openalex.org/W4377093843","https://openalex.org/W4383270392","https://openalex.org/W4383762156","https://openalex.org/W4386871066","https://openalex.org/W6771948594"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2767361142","https://openalex.org/W2036609560","https://openalex.org/W346861917","https://openalex.org/W3184486719","https://openalex.org/W962960785","https://openalex.org/W154560331"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,15,73,91,107],"realize":[3],"the":[4,17,59,67,75,79,86,94,109,113,119,122,132,140,147,151,159,164,167],"economic":[5],"dispatch":[6],"and":[7,14,22,49,52,131,162],"safety":[8],"stability":[9],"of":[10,19,37,103,121,166],"offshore":[11,27],"wind":[12,28,95],"farms,":[13],"address":[16],"problems":[18],"strong":[20,23],"randomness":[21],"time":[24,61,97],"correlation":[25],"in":[26,112,154],"power":[29,96,134],"forecasting,":[30],"this":[31,117,155],"paper":[32,156],"proposes":[33],"a":[34,101],"combined":[35],"model":[36,124,152],"principal":[38,68],"component":[39,69],"analysis":[40,70],"(PCA),":[41],"sparrow":[42],"algorithm":[43,71,88],"(SSA),":[44],"variational":[45],"modal":[46,81],"decomposition":[47,82],"(VMD),":[48],"bidirectional":[50],"long-":[51],"short-term":[53],"memory":[54],"neural":[55],"network":[56],"(BiLSTM).":[57],"Firstly,":[58],"multivariate":[60],"series":[62,98],"data":[63,76,99],"were":[64,125],"screened":[65],"using":[66],"(PCA)":[72],"reduce":[74],"dimensionality.":[77],"Secondly,":[78],"variable":[80],"(VMD)":[83],"optimized":[84,126],"by":[85,127],"SSA":[87,129],"was":[89,137,142],"applied":[90],"adaptively":[92],"decompose":[93],"into":[100],"collection":[102],"different":[104],"frequency":[105],"components":[106],"eliminate":[108],"noise":[110],"signals":[111],"original":[114],"data;":[115],"on":[116],"basis,":[118],"hyperparameters":[120],"BiLSTM":[123],"integrating":[128],"algorithm,":[130],"final":[133],"prediction":[135,160,168],"value":[136],"obtained.":[138],"Ultimately,":[139],"verification":[141],"conducted":[143],"through":[144],"simulation":[145],"experiments;":[146],"results":[148],"show":[149],"that":[150],"proposed":[153],"effectively":[157],"improves":[158],"accuracy":[161],"verifies":[163],"effectiveness":[165],"model.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":8}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
