{"id":"https://openalex.org/W4250721176","doi":"https://doi.org/10.1109/wsc.2010.5678896","title":"Use of retrospective optimization for placement of oil wells under uncertainty","display_name":"Use of retrospective optimization for placement of oil wells under uncertainty","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W4250721176","doi":"https://doi.org/10.1109/wsc.2010.5678896"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2010.5678896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2010.5678896","pdf_url":null,"source":{"id":"https://openalex.org/S4363608948","display_name":"Proceedings of the 2010 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 Winter Simulation Conference","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":null,"display_name":"Honggang Wang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Honggang Wang","raw_affiliation_strings":["Department of Energy Resources Engineering, University of Stanford, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Resources Engineering, University of Stanford, Stanford, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063918429","display_name":"David Echeverr\u00eda Ciaurri","orcid":"https://orcid.org/0000-0001-7168-4233"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Echeverria Ciaurri","raw_affiliation_strings":["Department of Energy Resources Engineering, University of Stanford, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Resources Engineering, University of Stanford, Stanford, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002057296","display_name":"Louis J. Durlofsky","orcid":"https://orcid.org/0000-0003-2733-6543"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Louis J. Durlofsky","raw_affiliation_strings":["Department of Energy Resources Engineering, University of Stanford, Stanford, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Resources Engineering, University of Stanford, Stanford, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9199,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.92573458,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"8","issue":null,"first_page":"1750","last_page":"1757"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10635","display_name":"Hydraulic Fracturing and Reservoir Analysis","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/mathematical-optimization","display_name":"Mathematical optimization","score":0.6798895597457886},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6588990688323975},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.5458115339279175},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5115386247634888},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.5102941989898682},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.4981873035430908},{"id":"https://openalex.org/keywords/reservoir-simulation","display_name":"Reservoir simulation","score":0.4695492386817932},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.43980538845062256},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4186484217643738},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31538069248199463},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1268543004989624},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.11357784271240234}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6798895597457886},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6588990688323975},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.5458115339279175},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5115386247634888},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.5102941989898682},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4981873035430908},{"id":"https://openalex.org/C2778668878","wikidata":"https://www.wikidata.org/wiki/Q6380338","display_name":"Reservoir simulation","level":2,"score":0.4695492386817932},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.43980538845062256},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4186484217643738},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31538069248199463},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1268543004989624},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.11357784271240234},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2010.5678896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2010.5678896","pdf_url":null,"source":{"id":"https://openalex.org/S4363608948","display_name":"Proceedings of the 2010 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 Winter Simulation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.416.2551","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.416.2551","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc10papers/162.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320333063","display_name":"Stanford Bio-X","ror":"https://ror.org/00f54p054"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1593513527","https://openalex.org/W1983916623","https://openalex.org/W1985343753","https://openalex.org/W2015732938","https://openalex.org/W2018497421","https://openalex.org/W2032411249","https://openalex.org/W2105896816","https://openalex.org/W4251603141","https://openalex.org/W6635583234"],"related_works":["https://openalex.org/W2006251942","https://openalex.org/W2364741597","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W1492103595","https://openalex.org/W1864774435","https://openalex.org/W946352265","https://openalex.org/W3020787026","https://openalex.org/W2334479858"],"abstract_inverted_index":{"Determining":[0],"well":[1,33,57,79,85,105],"locations":[2,34],"in":[3,13,43,124,165],"oil":[4],"reservoirs":[5],"under":[6,108],"geological":[7],"uncertainty":[8],"remains":[9],"a":[10,24,56,77,95,114,134,138,152,155,160],"challenging":[11],"problem":[12,132,180],"field":[14,74],"development.":[15],"Well":[16],"placement":[17,86],"problems":[18,22,88,118],"are":[19,35,49,89],"integer":[20],"optimization":[21,87,97,107],"because":[23],"reservoir":[25,53,63,176],"is":[26],"discretized":[27],"into":[28],"grid":[29],"blocks":[30],"and":[31],"the":[32,44,60,72,126,147,166,179],"defined":[36],"by":[37],"block":[38],"indices":[39],"(i,":[40],"j,":[41],"k)":[42],"discrete":[45,139],"model.":[46],"Reservoir":[47],"simulators":[48],"used":[50],"to":[51,70,159],"evaluate":[52],"production":[54,177],"given":[55,137],"placement.":[58,80],"In":[59],"presence":[61],"of":[62,116,175],"uncertainty,":[64],"we":[65],"simulate":[66],"multiple":[67],"model":[68],"realizations":[69],"estimate":[71],"expected":[73,167],"performance":[75],"for":[76,84,104,133,178],"certain":[78],"Most":[81],"existing":[82],"methods":[83],"random-search":[90],"based":[91],"algorithms.":[92],"We":[93],"present":[94,169],"retrospective":[96],"(RO)":[98],"algorithm":[99,149],"that":[100,146],"uses":[101],"Hooke-Jeeves":[102,127],"search":[103,128],"location":[106],"uncertainty.":[109],"The":[110,142],"RO":[111,148],"framework":[112],"generates":[113],"sequence":[115],"sample-path":[117,131],"with":[119],"increasing":[120],"sample":[121],"sizes.":[122],"Embedded":[123],"RO,":[125],"solves":[129],"each":[130],"local":[135],"optimizer":[136],"neighborhood":[140],"definition.":[141],"numerical":[143],"results":[144],"show":[145],"efficiently":[150],"finds":[151],"solution":[153,161],"yielding":[154],"70%":[156],"increase":[157],"(compared":[158],"suggested":[162],"from":[163],"heuristics)":[164],"net":[168],"value":[170],"(NPV)":[171],"over":[172],"30":[173],"years":[174],"considered.":[181]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
