{"id":"https://openalex.org/W3092622998","doi":"https://doi.org/10.1109/case48305.2020.9217001","title":"Learning Engineering Properties with Bag-of-Tricks. For the Automated Evaluation of a Piping Design","display_name":"Learning Engineering Properties with Bag-of-Tricks. For the Automated Evaluation of a Piping Design","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3092622998","doi":"https://doi.org/10.1109/case48305.2020.9217001","mag":"3092622998"},"language":"en","primary_location":{"id":"doi:10.1109/case48305.2020.9217001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case48305.2020.9217001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"article","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":"https://openalex.org/A5101692032","display_name":"Wei Chian Tan","orcid":"https://orcid.org/0000-0002-1866-3107"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Wei Chian Tan","raw_affiliation_strings":["Nanyang Technological University, 50 Nanyang Avenue, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, 50 Nanyang Avenue, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035590408","display_name":"Kie Hian Chua","orcid":"https://orcid.org/0000-0001-5301-5896"},"institutions":[{"id":"https://openalex.org/I4210116904","display_name":"Technology Centre for Offshore and Marine, Singapore","ror":"https://ror.org/02gqf9e56","country_code":"SG","type":"facility","lineage":["https://openalex.org/I4210116904"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kie Hian Chua","raw_affiliation_strings":["Technology Centre for Offshore and Marine, 12, Prince George\u2019s Park, Singapore","Technology Centre for Offshore and Marine, 12, Prince George's Park, Singapore"],"affiliations":[{"raw_affiliation_string":"Technology Centre for Offshore and Marine, 12, Prince George\u2019s Park, Singapore","institution_ids":["https://openalex.org/I4210116904"]},{"raw_affiliation_string":"Technology Centre for Offshore and Marine, 12, Prince George's Park, Singapore","institution_ids":["https://openalex.org/I4210116904"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043647130","display_name":"Chao\u2010Bo Yan","orcid":"https://orcid.org/0000-0002-6396-0610"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao-Bo Yan","raw_affiliation_strings":["State Key Laboratory for Manufacturing Systems Engineering and School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","State Key Laboratory for Manufacturing Systems Engineering and School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering and School of Electronic and Information Engineering, Xi\u2019an Jiaotong University, Xi\u2019an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"State Key Laboratory for Manufacturing Systems Engineering and School of Electronic and Information Engineering, Xi'an Jiaotong University, Xi'an, Shaanxi, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046605612","display_name":"I\u2010Ming Chen","orcid":"https://orcid.org/0000-0002-4831-3781"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"I-Ming Chen","raw_affiliation_strings":["Nanyang Technological University, 50 Nanyang Avenue, Singapore"],"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, 50 Nanyang Avenue, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101692032"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12381784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"521","issue":null,"first_page":"1275","last_page":"1280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9919000267982483,"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"}},"topics":[{"id":"https://openalex.org/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9919000267982483,"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/piping","display_name":"Piping","score":0.9163036346435547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5925740599632263},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.548560380935669},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.46050330996513367},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4313647747039795},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3060482144355774},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.16452011466026306}],"concepts":[{"id":"https://openalex.org/C2779095084","wikidata":"https://www.wikidata.org/wiki/Q3679502","display_name":"Piping","level":2,"score":0.9163036346435547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5925740599632263},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.548560380935669},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.46050330996513367},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4313647747039795},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3060482144355774},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.16452011466026306}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/case48305.2020.9217001","is_oa":false,"landing_page_url":"https://doi.org/10.1109/case48305.2020.9217001","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 16th International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4300000071525574,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1980867644","https://openalex.org/W2119821739","https://openalex.org/W2121227244","https://openalex.org/W2165698076","https://openalex.org/W2173520492","https://openalex.org/W2194775991","https://openalex.org/W2257979135","https://openalex.org/W2493916176","https://openalex.org/W2554911134","https://openalex.org/W2767360861","https://openalex.org/W2782556705","https://openalex.org/W2801687808","https://openalex.org/W2806514775","https://openalex.org/W2896457183","https://openalex.org/W2899068551","https://openalex.org/W2904517597","https://openalex.org/W2914605630","https://openalex.org/W2919115771","https://openalex.org/W2950484392","https://openalex.org/W2963341956","https://openalex.org/W2963626623","https://openalex.org/W2963667932","https://openalex.org/W2963684088","https://openalex.org/W4239510810","https://openalex.org/W4297801177","https://openalex.org/W6637373629","https://openalex.org/W6678277124","https://openalex.org/W6685352114","https://openalex.org/W6719819555","https://openalex.org/W6723250868","https://openalex.org/W6729989335","https://openalex.org/W6748304040","https://openalex.org/W6752361470","https://openalex.org/W6755207826"],"related_works":["https://openalex.org/W2642647287","https://openalex.org/W415128147","https://openalex.org/W2460600108","https://openalex.org/W2092522664","https://openalex.org/W2614019867","https://openalex.org/W1606571145","https://openalex.org/W2385777912","https://openalex.org/W2372546313","https://openalex.org/W4389140740","https://openalex.org/W2048559504"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,13,22,32,36,42,69,85,106,144,156],"text":[4],"based":[5,101,108,168],"methodology":[6],"to":[7,57,67,112,135],"evaluate":[8,113,136],"the":[9,19,39,47,51,58,61,75,79,93,103,115,119,125,129,138,187,196],"piping":[10,33,80,139,165],"design":[11,37,81,116,142],"of":[12,21,41,44,50,74,122,127,143,159,180,189,198],"ship,":[14],"which":[15],"is":[16,82,110,146],"usually":[17],"in":[18,38,87,96,195],"form":[20,40],"Piping":[23],"and":[24,60,100,162,200],"Instrumentation":[25],"Diagram.":[26],"The":[27,148],"method":[28,150],"starts":[29],"with":[30,118],"describing":[31,46],"layout":[34,140],"or":[35,71,141],"paragraph":[43],"text,":[45],"essential":[48],"properties":[49],"design,":[52],"including":[53],"but":[54],"not":[55],"limited":[56],"connectivity":[59],"attributes.":[62],"Next,":[63,90],"vectorisation":[64],"takes":[65],"place":[66],"obtain":[68],"mathematical":[70],"quantitative":[72],"representation":[73],"text-based":[76],"description.":[77],"Technically,":[78],"represented":[83],"as":[84],"point":[86],"d-dimensional":[88],"space.":[89],"leveraging":[91],"on":[92,102,155,169],"recent":[94],"development":[95],"natural":[97],"language":[98],"processing":[99],"vectorised":[104],"representations,":[105],"bag-of-tricks":[107],"classifier":[109,131],"trained":[111,130],"if":[114,137],"complies":[117],"applicable":[120],"rules":[121],"design.":[123],"After":[124],"process":[126],"learning,":[128],"can":[132],"be":[133],"used":[134],"ship":[145],"compliant.":[147],"developed":[149],"has":[151],"demonstrated":[152],"encouraging":[153],"performance":[154],"challenging":[157],"dataset":[158],"144":[160],"compliant":[161],"1836":[163],"non-compliant":[164],"designs":[166],"collected,":[167],"an":[170],"existing":[171],"case":[172],"study":[173],"around":[174],"Regulation":[175],"12,":[176],"Annex":[177],"I":[178],"Prevention":[179,188],"Pollution":[181,190],"by":[182,193],"Oil,":[183],"International":[184],"Convention":[185],"for":[186],"from":[191],"Ships":[192],"learning":[194],"space":[197],"100":[199],"300":[201],"dimensions.":[202]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}