{"id":"https://openalex.org/W4282932058","doi":"https://doi.org/10.3390/axioms11060289","title":"Pipeline Corrosion Prediction Using the Grey Model and Artificial Bee Colony Algorithm","display_name":"Pipeline Corrosion Prediction Using the Grey Model and Artificial Bee Colony Algorithm","publication_year":2022,"publication_date":"2022-06-14","ids":{"openalex":"https://openalex.org/W4282932058","doi":"https://doi.org/10.3390/axioms11060289"},"language":"en","primary_location":{"id":"doi:10.3390/axioms11060289","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms11060289","pdf_url":"https://www.mdpi.com/2075-1680/11/6/289/pdf?version=1655342297","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2075-1680/11/6/289/pdf?version=1655342297","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008681059","display_name":"Shiguo Li","orcid":"https://orcid.org/0000-0002-1578-8844"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiguo Li","raw_affiliation_strings":["School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055754170","display_name":"Hualong Du","orcid":"https://orcid.org/0000-0001-9131-3296"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hualong Du","raw_affiliation_strings":["School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067040052","display_name":"Qiuyu Cui","orcid":null},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiuyu Cui","raw_affiliation_strings":["School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100355010","display_name":"Pengfei Liu","orcid":"https://orcid.org/0000-0002-8432-711X"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengfei Liu","raw_affiliation_strings":["School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100324445","display_name":"Xin Ma","orcid":"https://orcid.org/0000-0002-7316-1468"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Ma","raw_affiliation_strings":["School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100617536","display_name":"He Wang","orcid":"https://orcid.org/0000-0002-0987-640X"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"He Wang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, University of Science and Technology Liaoning, Anshan 114051, China","institution_ids":["https://openalex.org/I114117164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100617536"],"corresponding_institution_ids":["https://openalex.org/I114117164"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.017,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77989445,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"11","issue":"6","first_page":"289","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9970999956130981,"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/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9733999967575073,"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/pipeline","display_name":"Pipeline (software)","score":0.7775641679763794},{"id":"https://openalex.org/keywords/artificial-bee-colony-algorithm","display_name":"Artificial bee colony algorithm","score":0.7440589070320129},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5603553056716919},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5134811997413635},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.4964783787727356},{"id":"https://openalex.org/keywords/approximation-error","display_name":"Approximation error","score":0.4905337691307068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.47292760014533997},{"id":"https://openalex.org/keywords/diagram","display_name":"Diagram","score":0.44830480217933655},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3782552182674408},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2438780665397644}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7775641679763794},{"id":"https://openalex.org/C97133563","wikidata":"https://www.wikidata.org/wiki/Q4801057","display_name":"Artificial bee colony algorithm","level":2,"score":0.7440589070320129},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5603553056716919},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5134811997413635},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.4964783787727356},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.4905337691307068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47292760014533997},{"id":"https://openalex.org/C186399060","wikidata":"https://www.wikidata.org/wiki/Q959962","display_name":"Diagram","level":2,"score":0.44830480217933655},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3782552182674408},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2438780665397644},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/axioms11060289","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms11060289","pdf_url":"https://www.mdpi.com/2075-1680/11/6/289/pdf?version=1655342297","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8976f16e8f6845c68b00777666b68fba","is_oa":true,"landing_page_url":"https://doaj.org/article/8976f16e8f6845c68b00777666b68fba","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Axioms, Vol 11, Iss 6, p 289 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2075-1680/11/6/289/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/axioms11060289","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":"Axioms; Volume 11; Issue 6; Pages: 289","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/axioms11060289","is_oa":true,"landing_page_url":"https://doi.org/10.3390/axioms11060289","pdf_url":"https://www.mdpi.com/2075-1680/11/6/289/pdf?version=1655342297","source":{"id":"https://openalex.org/S4210173132","display_name":"Axioms","issn_l":"2075-1680","issn":["2075-1680"],"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":"Axioms","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3371818580","display_name":null,"funder_award_id":"2017QN04","funder_id":"https://openalex.org/F4320322872","funder_display_name":"University of Science and Technology Liaoning"}],"funders":[{"id":"https://openalex.org/F4320322872","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4282932058.pdf","grobid_xml":"https://content.openalex.org/works/W4282932058.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1985479415","https://openalex.org/W2053454544","https://openalex.org/W2087131890","https://openalex.org/W2093345716","https://openalex.org/W2113617068","https://openalex.org/W2886628912","https://openalex.org/W2890190333","https://openalex.org/W2934149206","https://openalex.org/W2936409993","https://openalex.org/W2937817801","https://openalex.org/W2955318872","https://openalex.org/W2982909732","https://openalex.org/W3000223571","https://openalex.org/W3011350210","https://openalex.org/W3033624017","https://openalex.org/W3102992097","https://openalex.org/W3118408813","https://openalex.org/W3158805934","https://openalex.org/W3164107080","https://openalex.org/W3169481187","https://openalex.org/W3186617856","https://openalex.org/W3201859863","https://openalex.org/W3201934007","https://openalex.org/W4200145814","https://openalex.org/W4205534337","https://openalex.org/W6673599708","https://openalex.org/W6765364300","https://openalex.org/W6774598026"],"related_works":["https://openalex.org/W3083944492","https://openalex.org/W2944955692","https://openalex.org/W4285109918","https://openalex.org/W4285466423","https://openalex.org/W3216260098","https://openalex.org/W1797172418","https://openalex.org/W1967976413","https://openalex.org/W2070468430","https://openalex.org/W2382755429","https://openalex.org/W2385687645"],"abstract_inverted_index":{"Pipeline":[0],"corrosion":[1,18,111],"prediction":[2,30],"(PCP)":[3],"is":[4,19,58,69,95],"an":[5,59],"important":[6],"technology":[7],"for":[8,141],"pipeline":[9,17],"maintenance":[10],"and":[11,113,126,149],"management.":[12],"How":[13],"to":[14,71,138],"accurately":[15],"predict":[16],"a":[20,40,96],"challenging":[21],"task.":[22],"To":[23],"address":[24],"the":[25,28,33,52,62,73,87,99,120,134,142],"drawback":[26],"of":[27,32,48,61,80,98,146],"poor":[29],"accuracy":[31],"grey":[34,55],"model":[35,56],"(GM(1,1)),":[36],"this":[37],"paper":[38],"proposes":[39],"method":[41,46,136],"named":[42],"ETGM(1,1)-RABC.":[43],"The":[44,130],"proposed":[45,135],"consists":[47],"two":[49],"parts.":[50],"First,":[51],"exponentially":[53],"transformed":[54],"(ETGM(1,1))":[57],"improvement":[60],"GM(1,1),":[63,124],"in":[64,119,144],"which":[65,94],"exponential":[66],"transformation":[67],"(ET)":[68],"used":[70],"preprocess":[72],"raw":[74],"data.":[75],"Next,":[76],"dynamic":[77],"coefficients,":[78,83],"instead":[79],"background":[81],"fixed":[82],"are":[84,106,117],"optimized":[85],"by":[86],"reformative":[88],"artificial":[89,100],"bee":[90,101],"colony":[91,102],"(RABC)":[92],"algorithm,":[93],"variation":[97],"(ABC)":[103],"algorithm.":[104],"Experiments":[105],"performed":[107],"on":[108],"actual":[109],"pipe":[110],"data,":[112],"four":[114],"different":[115],"methods":[116],"included":[118],"comparative":[121],"study,":[122],"including":[123],"ETGM(1,1),":[125],"three":[127],"ETGM(1,1)-ABC":[128],"variants.":[129],"results":[131],"show":[132],"that":[133],"proves":[137],"be":[139],"superior":[140],"PCP":[143],"terms":[145],"Taylor":[147],"diagram":[148],"absolute":[150],"error.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2022-06-16T00:00:00"}