{"id":"https://openalex.org/W2902961591","doi":"https://doi.org/10.3233/978-1-61499-927-0-846","title":"Neural Network Hybrid Modeling of Nonlinear Wirerope Vibration Isolation System","display_name":"Neural Network Hybrid Modeling of Nonlinear Wirerope Vibration Isolation System","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2902961591","doi":"https://doi.org/10.3233/978-1-61499-927-0-846","mag":"2902961591"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-927-0-846","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-927-0-846","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Zhao Heming","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao Heming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116360258","display_name":"Zhao Xingmin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhao Xingmin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21429799,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"846","last_page":"852"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12206","display_name":"Vibration and Dynamic Analysis","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12206","display_name":"Vibration and Dynamic Analysis","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9539999961853027,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14011","display_name":"Elevator Systems and Control","score":0.9458000063896179,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/vibration-isolation","display_name":"Vibration isolation","score":0.7224574089050293},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6394027471542358},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5933085680007935},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5089428424835205},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46893882751464844},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.41472870111465454},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3251167833805084},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3133693039417267},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17807352542877197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14384400844573975},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11487847566604614}],"concepts":[{"id":"https://openalex.org/C45799244","wikidata":"https://www.wikidata.org/wiki/Q109968206","display_name":"Vibration isolation","level":3,"score":0.7224574089050293},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6394027471542358},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5933085680007935},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5089428424835205},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46893882751464844},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.41472870111465454},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3251167833805084},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3133693039417267},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17807352542877197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14384400844573975},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11487847566604614},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-927-0-846","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-927-0-846","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:2902961591","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/fsdm/fsdm2018.html#ZhaoZ18","pdf_url":null,"source":{"id":"https://openalex.org/S4306510962","display_name":"FSDM","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":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"FSDM","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4399999976158142,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2394779770","https://openalex.org/W4388621163","https://openalex.org/W2370968855","https://openalex.org/W2250181617","https://openalex.org/W4386223339","https://openalex.org/W2376189587","https://openalex.org/W4384695366","https://openalex.org/W2894254031","https://openalex.org/W2328871180","https://openalex.org/W1593744347"],"abstract_inverted_index":{"The":[0,12],"wirerope":[1,54],"vibration":[2,55,107],"isolator":[3],"represents":[4],"a":[5],"type":[6],"of":[7,41,48,52,87,106],"nonlinear":[8,53],"hysteretic":[9,13,42],"damping":[10],"component.":[11],"constitutive":[14],"relation":[15],"between":[16],"restoring":[17,43],"force":[18,44],"and":[19,23,62,79,104],"deformation":[20],"is":[21,27],"complex":[22],"the":[24,49,69,88,101],"dynamics":[25,50],"modeling":[26,40],"difficult.":[28],"A":[29],"method":[30],"was":[31,58],"proposed":[32],"in":[33],"order":[34],"to":[35,97],"conduct":[36],"neural":[37],"network":[38],"hybrid":[39],"based":[45],"on":[46],"analysis":[47],"features":[51],"isolators.":[56],"It":[57],"learnt":[59],"through":[60],"experimentation":[61],"simulation":[63,105],"results":[64],"under":[65],"random":[66],"excitation":[67],"that":[68],"constructed":[70],"model":[71,90],"has":[72],"fast":[73],"training":[74],"rate,":[75],"small":[76],"calculation":[77],"amount,":[78],"strong":[80],"generalization":[81],"ability.":[82],"In":[83],"addition,":[84],"some":[85],"parameters":[86],"knowledge-based":[89],"have":[91],"physical":[92],"meaning,":[93],"which":[94],"allow":[95],"it":[96],"provide":[98],"references":[99],"for":[100],"structural":[102],"design":[103],"isolation":[108],"systems.":[109]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
