{"id":"https://openalex.org/W2966545360","doi":"https://doi.org/10.1108/jedt-03-2019-0057","title":"Artificial intelligence treating the problem of uncertainty in quantitative risk analysis (QRA)","display_name":"Artificial intelligence treating the problem of uncertainty in quantitative risk analysis (QRA)","publication_year":2019,"publication_date":"2019-07-31","ids":{"openalex":"https://openalex.org/W2966545360","doi":"https://doi.org/10.1108/jedt-03-2019-0057","mag":"2966545360"},"language":"en","primary_location":{"id":"doi:10.1108/jedt-03-2019-0057","doi":"https://doi.org/10.1108/jedt-03-2019-0057","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jedt-03-2019-0057","pdf_url":null,"source":{"id":"https://openalex.org/S11934891","display_name":"Journal of Engineering Design and Technology","issn_l":"1726-0531","issn":["1726-0531","1758-8901"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dhet","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering, Design and Technology","raw_type":"journal-article"},"volume":null,"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/A5003226932","display_name":"Mohamed Seddik Hellas","orcid":"https://orcid.org/0000-0002-3783-8937","observed_orcids":["https://orcid.org/0000-0002-3783-8937","https://orcid.org/0000-0002-2405-2126"]},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohamed Seddik Hellas","raw_affiliation_strings":["Department of Transportation Engineering, University of Constantine 1, Batna, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Transportation Engineering, University of Constantine 1, Batna, Algeria","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082673628","display_name":"Rachid Chaib","orcid":"https://orcid.org/0000-0002-6242-1527","observed_orcids":["https://orcid.org/0000-0002-6242-1527"]},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"University Fr\u00e8res Mentouri Constantine 1","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Rachid Chaib","raw_affiliation_strings":["Department of Transportation Engineering, Universite Constantine 1, Constantine, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Transportation Engineering, Universite Constantine 1, Constantine, Algeria","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034269903","display_name":"Ion Verzea","orcid":"https://orcid.org/0000-0002-5012-2888","observed_orcids":["https://orcid.org/0000-0002-5012-2888"]},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ion Verzea","raw_affiliation_strings":["Department of Engineering and Management, Gheorghe Asachi Technical University of Iasi, Iasi, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Management, Gheorghe Asachi Technical University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I4210108695"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.7633,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.87058495,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"18","issue":"1","first_page":"40","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11357","display_name":"Risk and Safety Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T11357","display_name":"Risk and Safety Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T14091","display_name":"Industrial and Mining Safety","score":0.0,"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/T14368","display_name":"Evaluation and Optimization Models","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quantitative-risk-analysis","display_name":"quantitative risk analysis","score":0.9860000014305115},{"id":"https://openalex.org/keywords/uncertainty","display_name":"uncertainty","score":0.6200000047683716},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"fuzzy logic","score":0.9909999966621399},{"id":"https://openalex.org/keywords/liquefied-petroleum-gas-storage","display_name":"liquefied petroleum gas storage","score":0.7770000100135803},{"id":"https://openalex.org/keywords/vapor-cloud-explosion","display_name":"vapor cloud explosion","score":0.9459999799728394},{"id":"https://openalex.org/keywords/individual-risk","display_name":"individual risk","score":0.7200000286102295},{"id":"https://openalex.org/keywords/alpha-cuts","display_name":"alpha-cuts","score":0.8050000071525574},{"id":"https://openalex.org/keywords/accident-frequency-and-severity","display_name":"accident frequency and severity","score":0.5950000286102295},{"id":"https://openalex.org/keywords/industrial-risk-assessment","display_name":"industrial risk assessment","score":0.5270000100135803},{"id":"https://openalex.org/keywords/risk-acceptability","display_name":"risk acceptability","score":0.5450000166893005}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6403536796569824},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.580544114112854},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5120089650154114},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.47279614210128784},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.45469820499420166},{"id":"https://openalex.org/C29452850","wikidata":"https://www.wikidata.org/wiki/Q3823104","display_name":"Overpressure","level":2,"score":0.45343321561813354},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4142477512359619},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3991735577583313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.393624484539032},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3694523572921753},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3649842143058777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2331618070602417},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/jedt-03-2019-0057","doi":"https://doi.org/10.1108/jedt-03-2019-0057","is_oa":false,"landing_page_url":"https://doi.org/10.1108/jedt-03-2019-0057","pdf_url":null,"source":{"id":"https://openalex.org/S11934891","display_name":"Journal of Engineering Design and Technology","issn_l":"1726-0531","issn":["1726-0531","1758-8901"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-c","cwts-core","dhet","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Engineering, Design and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W271676072","https://openalex.org/W1967209400","https://openalex.org/W2055860907","https://openalex.org/W2064275259","https://openalex.org/W2126031086","https://openalex.org/W2157041604","https://openalex.org/W2325871214","https://openalex.org/W2613586761","https://openalex.org/W2782400306","https://openalex.org/W2910146928","https://openalex.org/W2941304903","https://openalex.org/W4245152641","https://openalex.org/W4249654060"],"related_works":["https://openalex.org/W208359986","https://openalex.org/W4323661030","https://openalex.org/W2585231929","https://openalex.org/W7018821206","https://openalex.org/W7065344105","https://openalex.org/W1199586698","https://openalex.org/W2613586761","https://openalex.org/W3157886643","https://openalex.org/W2959427034","https://openalex.org/W95771054"],"abstract_inverted_index":{"Purpose":[0],"Nowadays,":[1],"artificial":[2],"intelligence":[3],"computational":[4],"methods,":[5],"such":[6,75,267],"as":[7,76,268],"knowledge-based":[8],"systems,":[9],"neural":[10],"networks,":[11],"genetic":[12],"algorithms":[13],"and":[14,38,55,79,112,116,134,222,234,271,286,301],"fuzzy":[15,37,87,105,137,190,197,279],"logic,":[16],"have":[17],"been":[18],"increasingly":[19],"applied":[20],"to":[21,32,41,68,97,153,175,187,199,243,252,260,276,291],"several":[22],"industrial":[23,162,231],"research":[24,150],"studies,":[25],"the":[26,34,47,53,63,69,72,77,82,84,99,102,145,155,159,167,189,194,204,218,228,240,245,249,254,257,261,264,269,274,278,283,287,293,298,303,308,312,325],"purpose":[27],"of":[28,36,49,57,65,71,81,92,101,136,180,196,207,220,230,239,248,256,263,273,289,295,314],"this":[29,90,178,183,201,315],"paper":[30],"is":[31,95,242],"study":[33],"contribution":[35],"possibilistic":[39],"techniques":[40],"quantitative":[42],"risk":[43,192,213,232,280],"analysis":[44,184,233],"(QRA)":[45],"in":[46,158,160,203,227,324],"presence":[48],"imperfect":[50],"knowledge":[51],"about":[52],"occurrence":[54],"consequences":[56,275],"accidental":[58],"phenomena.":[59],"Design/methodology/approach":[60],"To":[61],"solve":[62,253],"problem":[64,255],"uncertainties":[66,258],"related":[67,259],"elements":[70,262],"accident":[73,208,265],"scenario":[74,266],"frequency":[78,133,270],"severity":[80,135,272],"consequences,":[83],"authors":[85],"used":[86,224],"logic.":[88],"Using":[89,182],"type":[91,179],"analysis,":[93],"it":[94,317],"possible":[96],"visualize":[98,277],"contours":[100],"dead":[103],"or":[104],"injury":[106],"by":[107,119,141,297],"fireball":[108],"thermal":[109],"effect":[110,300],"(first-":[111],"second-degree":[113],"burn,":[114],"death)":[115],"lesions":[117],"caused":[118],"vapor":[120],"cloud":[121],"explosion":[122],"overpressure":[123,299],"(lung":[124],"damage,":[125],"eardrum":[126],"rupture,":[127],"head":[128],"impact,":[129],"whole-body":[130],"displacement).":[131],"The":[132,237],"results":[138],"are":[139],"calculated":[140],"extended":[142],"multiplication":[143],"using":[144,193],"alpha-cuts":[146],"method.":[147],"Findings":[148],"This":[149,210],"project":[151],"aims":[152],"reflect":[154],"real":[156],"situation":[157],"Amenas":[161],"area":[163],"(SONATRACH":[164],"company),":[165],"specifically":[166],"liquefied":[168],"petroleum":[169],"gas":[170],"storage":[171],"tank":[172],"On-Spec":[173],"05-V-411A,":[174],"deal":[176],"with":[177],"risk.":[181],"allows":[185],"us":[186],"estimate":[188],"individual":[191],"approach":[195],"logic":[198],"treating":[200],"uncertainty":[202],"parameter":[205],"information":[206],"scenarios.":[209],"index":[211],"individuel":[212],"(IR)":[214],"was":[215],"evaluated":[216],"against":[217],"criterion":[219],"acceptability":[221],"then":[223],"for":[225,321],"decision-making":[226],"field":[229],"evaluation.":[235],"Originality/value":[236],"originality":[238],"work":[241],"identify":[244],"weak":[246],"points":[247],"classical":[250],"QRA":[251],"contours.":[281],"On":[282],"one":[284],"hand":[285],"development":[288],"software":[290],"calculate":[292],"probability":[294],"death":[296],"classify":[302],"most":[304],"sensitive":[305],"organs":[306],"on":[307],"other":[309],"hand.":[310],"Given":[311],"importance":[313],"study,":[316],"can":[318],"be":[319],"generalized":[320],"similar":[322],"sites":[323],"region.":[326]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-08-13T00:00:00"}