{"id":"https://openalex.org/W4407842068","doi":"https://doi.org/10.3390/systems13030148","title":"Dynamic Evolution and Chaos Management in the Integration of Informatization and Industrialization","display_name":"Dynamic Evolution and Chaos Management in the Integration of Informatization and Industrialization","publication_year":2025,"publication_date":"2025-02-21","ids":{"openalex":"https://openalex.org/W4407842068","doi":"https://doi.org/10.3390/systems13030148"},"language":"en","primary_location":{"id":"doi:10.3390/systems13030148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13030148","pdf_url":"https://www.mdpi.com/2079-8954/13/3/148/pdf?version=1740147872","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-8954/13/3/148/pdf?version=1740147872","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031835883","display_name":"Jianhua Zhu","orcid":"https://orcid.org/0000-0003-4297-1836"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Zhu","raw_affiliation_strings":["School of Economics and Management, Harbin Institute of Technology, Weihai 264209, China"],"raw_orcid":"https://orcid.org/0000-0003-4297-1836","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Institute of Technology, Weihai 264209, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060171917","display_name":"Bo Sun","orcid":"https://orcid.org/0000-0002-5229-8545"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Sun","raw_affiliation_strings":["School of Economics and Management, Harbin Institute of Technology, Weihai 264209, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Institute of Technology, Weihai 264209, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":null,"display_name":"Fang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097747","display_name":"He University","ror":"https://ror.org/00x4qp065","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210097747"]},{"id":"https://openalex.org/I4210121919","display_name":"Honghe University","ror":"https://ror.org/036prgm77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210121919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fang Zhang","raw_affiliation_strings":["School of Journalism and Communication, Hong He University, Mengzi 661100, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Journalism and Communication, Hong He University, Mengzi 661100, China","institution_ids":["https://openalex.org/I4210097747","https://openalex.org/I4210121919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210097747","https://openalex.org/I4210121919"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1782},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1782},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03218711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":"3","first_page":"148","last_page":"148"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.8934999704360962,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T14143","display_name":"Economic and Technological Innovation","score":0.8934999704360962,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13181","display_name":"Economic and Technological Systems Analysis","score":0.838100016117096,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.8345000147819519,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/informatization","display_name":"Informatization","score":0.9161643981933594},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.7909335494041443},{"id":"https://openalex.org/keywords/industrialisation","display_name":"Industrialisation","score":0.6796903014183044},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.34288325905799866},{"id":"https://openalex.org/keywords/economic-system","display_name":"Economic system","score":0.32451844215393066},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.23184412717819214},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13100764155387878},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08822786808013916},{"id":"https://openalex.org/keywords/market-economy","display_name":"Market economy","score":0.07839787006378174}],"concepts":[{"id":"https://openalex.org/C2776352007","wikidata":"https://www.wikidata.org/wiki/Q181588","display_name":"Informatization","level":2,"score":0.9161643981933594},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.7909335494041443},{"id":"https://openalex.org/C41866144","wikidata":"https://www.wikidata.org/wiki/Q202398","display_name":"Industrialisation","level":2,"score":0.6796903014183044},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34288325905799866},{"id":"https://openalex.org/C74363100","wikidata":"https://www.wikidata.org/wiki/Q273005","display_name":"Economic system","level":1,"score":0.32451844215393066},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.23184412717819214},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13100764155387878},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08822786808013916},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.07839787006378174}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems13030148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13030148","pdf_url":"https://www.mdpi.com/2079-8954/13/3/148/pdf?version=1740147872","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:7a1856c423b040b5b3fff6998a756b3a","is_oa":true,"landing_page_url":"https://doaj.org/article/7a1856c423b040b5b3fff6998a756b3a","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":"Systems, Vol 13, Iss 3, p 148 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems13030148","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems13030148","pdf_url":"https://www.mdpi.com/2079-8954/13/3/148/pdf?version=1740147872","source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"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":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320336624","display_name":"Social Science Planning Project of Shandong Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407842068.pdf","grobid_xml":"https://content.openalex.org/works/W4407842068.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1456471671","https://openalex.org/W1581572292","https://openalex.org/W1912603745","https://openalex.org/W1969498730","https://openalex.org/W2018522738","https://openalex.org/W2026340217","https://openalex.org/W2034719582","https://openalex.org/W2053152712","https://openalex.org/W2063534061","https://openalex.org/W2063625589","https://openalex.org/W2078786237","https://openalex.org/W2095073726","https://openalex.org/W2116040501","https://openalex.org/W2122337043","https://openalex.org/W2164762071","https://openalex.org/W2269600250","https://openalex.org/W2299970668","https://openalex.org/W2354992793","https://openalex.org/W2383334717","https://openalex.org/W2589430640","https://openalex.org/W2742910676","https://openalex.org/W2767230009","https://openalex.org/W2767346351","https://openalex.org/W2772588476","https://openalex.org/W2792233253","https://openalex.org/W2884469704","https://openalex.org/W2888624169","https://openalex.org/W2891780749","https://openalex.org/W2891854662","https://openalex.org/W2901771600","https://openalex.org/W2920719952","https://openalex.org/W2921503284","https://openalex.org/W2922406815","https://openalex.org/W2945423841","https://openalex.org/W2955965052","https://openalex.org/W2964085691","https://openalex.org/W2966747374","https://openalex.org/W2974110037","https://openalex.org/W2974613155","https://openalex.org/W2995158536","https://openalex.org/W2995233974","https://openalex.org/W2996000963","https://openalex.org/W3007647087","https://openalex.org/W3008011235","https://openalex.org/W3012248873","https://openalex.org/W3014556208","https://openalex.org/W3015814915","https://openalex.org/W3016791777","https://openalex.org/W3016881056","https://openalex.org/W3021304346","https://openalex.org/W3022042819","https://openalex.org/W3033453871","https://openalex.org/W3034260520","https://openalex.org/W3037695950","https://openalex.org/W3037908001","https://openalex.org/W3039357447","https://openalex.org/W3041382148","https://openalex.org/W3042421503","https://openalex.org/W3044820231","https://openalex.org/W3091808458","https://openalex.org/W3104499332","https://openalex.org/W3128172745","https://openalex.org/W4385311368","https://openalex.org/W4395066598","https://openalex.org/W6634689936","https://openalex.org/W6759900880","https://openalex.org/W6775947903"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2366834094","https://openalex.org/W2384289521","https://openalex.org/W2978225435","https://openalex.org/W2589605869","https://openalex.org/W2392708612","https://openalex.org/W2377620891","https://openalex.org/W2375076897"],"abstract_inverted_index":{"The":[0,153,173,257],"accelerating":[1],"digital":[2],"transformation":[3,151,191,232],"necessitates":[4],"a":[5,11,54,160,193],"paradigm":[6],"shift":[7],"in":[8,64,205,240,254,266],"manufacturing,":[9],"requiring":[10],"structured":[12,196],"transition":[13],"from":[14,242],"traditional":[15],"to":[16,89,110,122,138,143,244,248,274],"smart":[17],"manufacturing.":[18],"To":[19,98],"address":[20,99],"the":[21,34,44,67,91,112,178,199,227,235,260],"challenges":[22],"of":[23,36,96,185,230,238,262],"fragmented":[24],"integration,":[25],"this":[26,100,102,150],"study":[27,103,225],"proposes":[28],"an":[29,164],"evolutionary":[30,92,183],"model":[31,175],"known":[32],"as":[33],"integration":[35,52],"informatization":[37],"and":[38,50,69,78,93,107,147,170,182,217,269,281],"industrialization":[39],"(TIOII)":[40],"that":[41,156,189],"systematically":[42],"analyzes":[43],"dynamic":[45,94],"interactions":[46,71,181],"among":[47],"product,":[48],"technique,":[49],"business":[51,219,279],"using":[53],"back-propagation":[55],"neural":[56],"network":[57],"approach.":[58],"A":[59],"significant":[60],"research":[61,132,249],"gap":[62],"exists":[63],"understanding":[65,229],"how":[66],"chaotic":[68,123,194],"nonlinear":[70,180],"between":[72],"these":[73],"dimensions":[74],"influence":[75],"enterprise":[76,190,255],"stability":[77,105,243],"adaptability.":[79],"Prior":[80],"studies":[81],"have":[82],"primarily":[83],"focused":[84],"on":[85,250],"static":[86],"models,":[87,280],"failing":[88],"capture":[90],"nature":[95],"TIOII.":[97],"gap,":[101],"employs":[104],"theory":[106,109,137],"chaos":[108,239],"uncover":[111],"mechanisms":[113],"through":[114],"which":[115],"TIOII":[116,157,186],"disrupts":[117],"pre-existing":[118],"equilibrium":[119],"states,":[120],"leading":[121],"fluctuations":[124],"before":[125],"stabilizing":[126],"into":[127],"new":[128,245],"structural":[129],"configurations.":[130],"This":[131,224],"also":[133],"incorporates":[134],"robust":[135,200],"control":[136,201],"formulate":[139],"strategies":[140,216],"for":[141,213],"enterprises":[142,210,273],"effectively":[144],"manage":[145],"instability":[146,169],"uncertainty":[148],"throughout":[149],"process.":[152],"findings":[154,258],"reveal":[155],"is":[158],"not":[159],"linear":[161],"progression":[162],"but":[163],"iterative":[165],"process":[166],"marked":[167],"by":[168,233],"self-organized":[171],"restructuring.":[172],"proposed":[174],"successfully":[176],"explains":[177],"intricate,":[179],"trajectories":[184],"dimensions,":[187],"demonstrating":[188],"follows":[192],"yet":[195],"pattern.":[197],"Moreover,":[198],"methodology":[202],"proves":[203],"effective":[204],"mitigating":[206],"uncontrolled":[207],"instability,":[208],"offering":[209],"practical":[211],"guidelines":[212],"refining":[214],"investment":[215,276],"adapting":[218],"operations":[220],"amidst":[221],"disruptive":[222],"changes.":[223],"enhances":[226],"theoretical":[228],"industrial":[231],"revealing":[234],"pivotal":[236],"role":[237],"transitioning":[241],"stability,":[246],"contributing":[247],"complex":[251],"adaptive":[252],"systems":[253],"management.":[256],"highlight":[259],"necessity":[261],"proactive":[263],"strategic":[264],"reconfiguration":[265],"technology,":[267],"management,":[268],"product":[270],"development,":[271],"enabling":[272],"restructure":[275],"strategies,":[277],"refine":[278],"achieve":[282],"resilient,":[283],"innovation-driven":[284],"growth.":[285]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
