{"id":"https://openalex.org/W4414468842","doi":"https://doi.org/10.1093/jcde/qwaf097","title":"Digital twin-based approaches for agricultural machinery damage prediction and maintenance: A review","display_name":"Digital twin-based approaches for agricultural machinery damage prediction and maintenance: A review","publication_year":2025,"publication_date":"2025-09-24","ids":{"openalex":"https://openalex.org/W4414468842","doi":"https://doi.org/10.1093/jcde/qwaf097"},"language":"en","primary_location":{"id":"doi:10.1093/jcde/qwaf097","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf097","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf097/64373048/qwaf097.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf097/64373048/qwaf097.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004715367","display_name":"Chunpeng Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunpeng Zhang","raw_affiliation_strings":["Faculty of Agricultural Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Automotive and Traffic Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,"],"raw_orcid":"https://orcid.org/0009-0001-5104-6522","affiliations":[{"raw_affiliation_string":"Faculty of Agricultural Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Automotive and Traffic Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiaru Song","orcid":"https://orcid.org/0009-0000-8044-7002"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaru Song","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,"],"raw_orcid":"https://orcid.org/0009-0000-8044-7002","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Xiangyu Yin","orcid":"https://orcid.org/0009-0007-7797-9359"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyu Yin","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,"],"raw_orcid":"https://orcid.org/0009-0007-7797-9359","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008861165","display_name":"Jie Cai","orcid":"https://orcid.org/0000-0001-9505-6725"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Cai","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,"],"raw_orcid":"https://orcid.org/0000-0001-9505-6725","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016161677","display_name":"Yuchen Liang","orcid":"https://orcid.org/0000-0002-3600-1238"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuchen Liang","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,"],"raw_orcid":"https://orcid.org/0000-0002-3600-1238","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108087949","display_name":"Jinzhong Lu","orcid":"https://orcid.org/0000-0001-7151-7101"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinzhong Lu","raw_affiliation_strings":["School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,"],"raw_orcid":"https://orcid.org/0000-0001-7151-7101","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province 212013 ,","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Mechanical Engineering, Jiangsu University , Zhenjiang City, Jiangsu Province, 212013 ,","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5004715367"],"corresponding_institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"],"apc_list":{"value":1650,"currency":"USD","value_usd":1650},"apc_paid":{"value":1650,"currency":"USD","value_usd":1650},"fwci":1.9969,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87061543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"12","issue":"10","first_page":"87","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14306","display_name":"Technology Assessment and Management","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T14306","display_name":"Technology Assessment and Management","score":0.983299970626831,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10763","display_name":"Digital Transformation in Industry","score":0.9632999897003174,"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"}},{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/process","display_name":"Process (computing)","score":0.5885999798774719},{"id":"https://openalex.org/keywords/software-portability","display_name":"Software portability","score":0.5530999898910522},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5485000014305115},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5325000286102295},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.51419997215271},{"id":"https://openalex.org/keywords/agricultural-machinery","display_name":"Agricultural machinery","score":0.42410001158714294},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.38179999589920044},{"id":"https://openalex.org/keywords/root-cause-analysis","display_name":"Root cause analysis","score":0.36329999566078186},{"id":"https://openalex.org/keywords/high-fidelity","display_name":"High fidelity","score":0.35339999198913574}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5885999798774719},{"id":"https://openalex.org/C63000827","wikidata":"https://www.wikidata.org/wiki/Q3080428","display_name":"Software portability","level":2,"score":0.5530999898910522},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5485000014305115},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5325000286102295},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.51419997215271},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.501800000667572},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.48579999804496765},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.4564000070095062},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.43880000710487366},{"id":"https://openalex.org/C47136581","wikidata":"https://www.wikidata.org/wiki/Q16000047","display_name":"Agricultural machinery","level":3,"score":0.42410001158714294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41519999504089355},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C130963320","wikidata":"https://www.wikidata.org/wiki/Q1401207","display_name":"Root cause analysis","level":2,"score":0.36329999566078186},{"id":"https://openalex.org/C113364801","wikidata":"https://www.wikidata.org/wiki/Q26674","display_name":"High fidelity","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.3488999903202057},{"id":"https://openalex.org/C35280785","wikidata":"https://www.wikidata.org/wiki/Q559486","display_name":"System lifecycle","level":4,"score":0.3483999967575073},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.3467000126838684},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.33559998869895935},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.2973000109195709},{"id":"https://openalex.org/C207267971","wikidata":"https://www.wikidata.org/wiki/Q120208","display_name":"Emerging technologies","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.2897000014781952},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C118518473","wikidata":"https://www.wikidata.org/wiki/Q11451","display_name":"Agriculture","level":2,"score":0.2741999924182892},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.2718000113964081},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C128383755","wikidata":"https://www.wikidata.org/wiki/Q3816336","display_name":"Agricultural productivity","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C2776907094","wikidata":"https://www.wikidata.org/wiki/Q1043452","display_name":"Condition-based maintenance","level":2,"score":0.26260000467300415},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1093/jcde/qwaf097","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf097","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf097/64373048/qwaf097.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1093/jcde/qwaf097","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jcde/qwaf097","pdf_url":"https://academic.oup.com/jcde/advance-article-pdf/doi/10.1093/jcde/qwaf097/64373048/qwaf097.pdf","source":{"id":"https://openalex.org/S2485147958","display_name":"Journal of Computational Design and Engineering","issn_l":"2288-4300","issn":["2288-4300","2288-5048"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Design and Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5683506903","display_name":null,"funder_award_id":"2023M741426","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4414468842.pdf","grobid_xml":"https://content.openalex.org/works/W4414468842.grobid-xml"},"referenced_works_count":216,"referenced_works":["https://openalex.org/W1965689360","https://openalex.org/W1983458194","https://openalex.org/W1994540483","https://openalex.org/W1995310608","https://openalex.org/W2011064195","https://openalex.org/W2013656538","https://openalex.org/W2016931528","https://openalex.org/W2029994071","https://openalex.org/W2044723795","https://openalex.org/W2086957395","https://openalex.org/W2343070559","https://openalex.org/W2479615248","https://openalex.org/W2527291540","https://openalex.org/W2559604368","https://openalex.org/W2594265112","https://openalex.org/W2751164173","https://openalex.org/W2758708865","https://openalex.org/W2767640420","https://openalex.org/W2781560961","https://openalex.org/W2782797138","https://openalex.org/W2789532335","https://openalex.org/W2806607160","https://openalex.org/W2884586244","https://openalex.org/W2923821284","https://openalex.org/W2925823001","https://openalex.org/W2941859610","https://openalex.org/W2952298560","https://openalex.org/W2952370069","https://openalex.org/W2967716066","https://openalex.org/W2970677717","https://openalex.org/W2978007682","https://openalex.org/W2978101002","https://openalex.org/W2980323269","https://openalex.org/W2992434471","https://openalex.org/W2995144806","https://openalex.org/W2996136061","https://openalex.org/W2997847018","https://openalex.org/W3000113387","https://openalex.org/W3003765033","https://openalex.org/W3011479460","https://openalex.org/W3012034574","https://openalex.org/W3029388122","https://openalex.org/W3047280984","https://openalex.org/W3096564977","https://openalex.org/W3098297885","https://openalex.org/W3108109318","https://openalex.org/W3112053007","https://openalex.org/W3112281843","https://openalex.org/W3125529976","https://openalex.org/W3134380274","https://openalex.org/W3144050500","https://openalex.org/W3151347334","https://openalex.org/W3153977456","https://openalex.org/W3163356365","https://openalex.org/W3164507989","https://openalex.org/W3171472096","https://openalex.org/W3174963552","https://openalex.org/W3175973314","https://openalex.org/W3180632644","https://openalex.org/W3191309988","https://openalex.org/W3191637239","https://openalex.org/W3195442997","https://openalex.org/W3208028783","https://openalex.org/W3214670965","https://openalex.org/W4210507169","https://openalex.org/W4211060995","https://openalex.org/W4211237938","https://openalex.org/W4213002778","https://openalex.org/W4213117975","https://openalex.org/W4213457640","https://openalex.org/W4220876598","https://openalex.org/W4220974291","https://openalex.org/W4221010527","https://openalex.org/W4224299237","https://openalex.org/W4225666538","https://openalex.org/W4225919310","https://openalex.org/W4239962163","https://openalex.org/W4243436662","https://openalex.org/W4245380779","https://openalex.org/W4281631001","https://openalex.org/W4281705505","https://openalex.org/W4281795648","https://openalex.org/W4284972454","https://openalex.org/W4285097082","https://openalex.org/W4285300819","https://openalex.org/W4285678430","https://openalex.org/W4286698679","https://openalex.org/W4288782346","https://openalex.org/W4293106221","https://openalex.org/W4295648404","https://openalex.org/W4295921232","https://openalex.org/W4306252773","https://openalex.org/W4306407138","https://openalex.org/W4307108459","https://openalex.org/W4308480314","https://openalex.org/W4309708458","https://openalex.org/W4312127075","https://openalex.org/W4312478575","https://openalex.org/W4313204221","https://openalex.org/W4313247528","https://openalex.org/W4317937897","https://openalex.org/W4318473866","https://openalex.org/W4320518867","https://openalex.org/W4321597112","https://openalex.org/W4322102361","https://openalex.org/W4323045885","https://openalex.org/W4327709650","https://openalex.org/W4360611662","https://openalex.org/W4366782210","https://openalex.org/W4372294886","https://openalex.org/W4376629006","https://openalex.org/W4379365743","https://openalex.org/W4381235089","https://openalex.org/W4382585549","https://openalex.org/W4382986743","https://openalex.org/W4385351346","https://openalex.org/W4385561997","https://openalex.org/W4385759256","https://openalex.org/W4385856339","https://openalex.org/W4386589990","https://openalex.org/W4386597502","https://openalex.org/W4386988678","https://openalex.org/W4387007863","https://openalex.org/W4387099055","https://openalex.org/W4387167447","https://openalex.org/W4387609724","https://openalex.org/W4387672712","https://openalex.org/W4387745832","https://openalex.org/W4388531879","https://openalex.org/W4388574531","https://openalex.org/W4388635907","https://openalex.org/W4388718538","https://openalex.org/W4388962430","https://openalex.org/W4388998122","https://openalex.org/W4389242646","https://openalex.org/W4389783794","https://openalex.org/W4390404702","https://openalex.org/W4390543120","https://openalex.org/W4390591071","https://openalex.org/W4390704725","https://openalex.org/W4390716021","https://openalex.org/W4390777842","https://openalex.org/W4391385729","https://openalex.org/W4391752998","https://openalex.org/W4391795827","https://openalex.org/W4391888146","https://openalex.org/W4391906118","https://openalex.org/W4392302692","https://openalex.org/W4392343744","https://openalex.org/W4392432537","https://openalex.org/W4392471129","https://openalex.org/W4392703794","https://openalex.org/W4392763559","https://openalex.org/W4392976274","https://openalex.org/W4395075650","https://openalex.org/W4395958259","https://openalex.org/W4396618299","https://openalex.org/W4398131498","https://openalex.org/W4398241585","https://openalex.org/W4399557830","https://openalex.org/W4399563287","https://openalex.org/W4400043344","https://openalex.org/W4400729823","https://openalex.org/W4400873268","https://openalex.org/W4400951163","https://openalex.org/W4401014925","https://openalex.org/W4401076274","https://openalex.org/W4401107168","https://openalex.org/W4401326678","https://openalex.org/W4401336446","https://openalex.org/W4401517530","https://openalex.org/W4401560518","https://openalex.org/W4401707148","https://openalex.org/W4401730185","https://openalex.org/W4401805270","https://openalex.org/W4401873175","https://openalex.org/W4402329930","https://openalex.org/W4402652097","https://openalex.org/W4402820938","https://openalex.org/W4402892340","https://openalex.org/W4402928438","https://openalex.org/W4403016908","https://openalex.org/W4403361832","https://openalex.org/W4403925975","https://openalex.org/W4403973159","https://openalex.org/W4403982746","https://openalex.org/W4404367609","https://openalex.org/W4404860533","https://openalex.org/W4404957974","https://openalex.org/W4405172138","https://openalex.org/W4405175175","https://openalex.org/W4405885491","https://openalex.org/W4406116583","https://openalex.org/W4406606313","https://openalex.org/W4406634793","https://openalex.org/W4406814411","https://openalex.org/W4407173081","https://openalex.org/W4407923298","https://openalex.org/W4407933759","https://openalex.org/W4407960775","https://openalex.org/W4408117904","https://openalex.org/W4408185716","https://openalex.org/W4408273764","https://openalex.org/W4408290774","https://openalex.org/W4408314304","https://openalex.org/W4408688677","https://openalex.org/W4408862027","https://openalex.org/W4408868609","https://openalex.org/W4409250848","https://openalex.org/W4409686208","https://openalex.org/W4410264247","https://openalex.org/W4410335283","https://openalex.org/W4410377907","https://openalex.org/W4411116983","https://openalex.org/W4411439374","https://openalex.org/W4412043377"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"The":[1],"reliability":[2],"of":[3,49,59,149],"agricultural":[4,30,88,218,229],"machinery":[5,89],"is":[6,54,174],"increasinglyer":[7],"training":[8],"speeds":[9],"and":[10,22,33,41,75,92,108,125,134,147,162,179,187,191,199,227],"higher":[11],"recognition":[12],"a":[13,55,169,209],"constrained":[14],"by":[15,68],"harsh":[16],"operating":[17],"environments,":[18],"complex":[19],"dynamic":[20],"loads,":[21],"evolving":[23],"failure":[24],"mechanisms,":[25],"posing":[26],"critical":[27],"challenges":[28,67],"to":[29,45,128,207],"production":[31],"efficiency":[32],"system":[34],"resilience.":[35],"Traditional":[36],"maintenance":[37,77,93,172],"methods,":[38],"often":[39],"reactive":[40],"resource-intensive,":[42],"are":[43,98,202],"insufficient":[44],"meet":[46],"the":[47,144],"demands":[48],"modern":[50],"precision":[51],"agriculture.":[52],"There":[53],"limited":[56],"comprehensive":[57],"review":[58,205],"how":[60],"digital":[61,84,166,214],"twin-based":[62,85],"approaches":[63,103],"can":[64],"overcome":[65],"these":[66],"integrating":[69,121,157],"data-driven":[70],"models,":[71],"intelligent":[72,160],"prediction":[73,91],"algorithms,":[74],"real-time":[76,130,200],"decision-making":[78],"strategies.":[79],"Therefore,":[80],"this":[81],"paper":[82],"reviews":[83],"strategies":[86],"for":[87,104,143,212],"damage":[90,110],"optimization.":[94],"Three":[95],"key":[96],"elements":[97],"analyzed:":[99],"(1)":[100],"numerical":[101,158],"modeling":[102],"simulating":[105],"mechanical":[106],"behavior":[107],"predicting":[109],"evolution":[111],"under":[112],"diverse":[113],"operational":[114,181],"conditions;":[115],"(2)":[116],"advanced":[117],"fault":[118],"diagnosis":[119],"techniques":[120],"machine":[122],"learning":[123],"algorithms":[124],"multi-source":[126],"sensing":[127],"enable":[129],"monitoring,":[131],"condition":[132],"assessment,":[133],"early":[135],"anomaly":[136],"detection;":[137],"(3)":[138],"additive":[139,163],"manufacturing":[140],"(AM)":[141],"technologies":[142,216],"rapid":[145],"repair":[146,164],"reinforcement":[148],"damaged":[150],"components,":[151],"supporting":[152],"efficient":[153],"lifecycle":[154],"management.":[155],"By":[156],"simulation,":[159],"diagnostics,":[161],"into":[165],"twin":[167,215],"frameworks,":[168],"predictive,":[170],"closed-loop":[171],"paradigm":[173],"established,":[175],"enabling":[176],"proactive":[177],"interventions":[178],"enhanced":[180],"continuity.":[182],"Key":[183],"challenges,":[184],"including":[185],"material":[186],"process":[188],"limitations,":[189],"portability":[190],"equipment":[192],"adaptation,":[193],"as":[194,196],"well":[195],"model":[197],"fidelity":[198],"integration,":[201],"discussed.":[203],"This":[204],"aims":[206],"provide":[208],"systematic":[210],"reference":[211],"advancing":[213],"in":[217],"machinery,":[219],"which":[220],"outlines":[221],"future":[222],"directions":[223],"toward":[224],"intelligent,":[225],"sustainable,":[226],"resilient":[228],"systems.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}