{"id":"https://openalex.org/W2015583583","doi":"https://doi.org/10.1109/icci-cc.2012.6311171","title":"Optimizing fracturing design with a RBF neural network based on immune principles","display_name":"Optimizing fracturing design with a RBF neural network based on immune principles","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2015583583","doi":"https://doi.org/10.1109/icci-cc.2012.6311171","mag":"2015583583"},"language":"en","primary_location":{"id":"doi:10.1109/icci-cc.2012.6311171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2012.6311171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 11th International Conference on Cognitive Informatics and Cognitive Computing","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/A5101718097","display_name":"Liu Hong","orcid":"https://orcid.org/0000-0003-0824-5355"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Liu","raw_affiliation_strings":["School of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing, China","School of Petroleum Engineering Chongqing University of Science & Technology China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]},{"raw_affiliation_string":"School of Petroleum Engineering Chongqing University of Science & Technology China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022008722","display_name":"Guoyun Wu","orcid":"https://orcid.org/0000-0002-3053-931X"},"institutions":[{"id":"https://openalex.org/I168337820","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52","country_code":"CN","type":"education","lineage":["https://openalex.org/I168337820"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoyun Wu","raw_affiliation_strings":["School of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing, China","School of Petroleum Engineering Chongqing University of Science & Technology China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Petroleum Engineering, Chongqing University of Science and Technology, Chongqing, China","institution_ids":["https://openalex.org/I168337820"]},{"raw_affiliation_string":"School of Petroleum Engineering Chongqing University of Science & Technology China","institution_ids":["https://openalex.org/I168337820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100704946","display_name":"Tianyou Wang","orcid":"https://orcid.org/0000-0002-4277-6697"},"institutions":[{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyou Wang","raw_affiliation_strings":["Qinghai Oilfield Company, Petrochina, Dunhuang, Gansu, China","Qinghai Oilfield Company PetroChina Dunhuang Gansu China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinghai Oilfield Company, Petrochina, Dunhuang, Gansu, China","institution_ids":[]},{"raw_affiliation_string":"Qinghai Oilfield Company PetroChina Dunhuang Gansu China","institution_ids":["https://openalex.org/I98227222"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100444097","display_name":"Xiaolu Wang","orcid":"https://orcid.org/0009-0007-6574-6347"},"institutions":[{"id":"https://openalex.org/I98227222","display_name":"China National Petroleum Corporation (China)","ror":"https://ror.org/05269d038","country_code":"CN","type":"company","lineage":["https://openalex.org/I98227222"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolu Wang","raw_affiliation_strings":["Qinghai Oilfield Company, Petrochina, Dunhuang, Gansu, China","Qinghai Oilfield Company PetroChina Dunhuang Gansu China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qinghai Oilfield Company, Petrochina, Dunhuang, Gansu, China","institution_ids":[]},{"raw_affiliation_string":"Qinghai Oilfield Company PetroChina Dunhuang Gansu China","institution_ids":["https://openalex.org/I98227222"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6162,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72998343,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"336","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9947999715805054,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9947999715805054,"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":0.9853000044822693,"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":0.9782999753952026,"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/petroleum-engineering","display_name":"Petroleum engineering","score":0.627504825592041},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5988044142723083},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.548197329044342},{"id":"https://openalex.org/keywords/fracture","display_name":"Fracture (geology)","score":0.45710572600364685},{"id":"https://openalex.org/keywords/saturation","display_name":"Saturation (graph theory)","score":0.440952330827713},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4292076528072357},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.42537468671798706},{"id":"https://openalex.org/keywords/injection-well","display_name":"Injection well","score":0.4212418794631958},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.39480647444725037},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.33930516242980957},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27467936277389526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1588802933692932}],"concepts":[{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.627504825592041},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5988044142723083},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.548197329044342},{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.45710572600364685},{"id":"https://openalex.org/C9930424","wikidata":"https://www.wikidata.org/wiki/Q7426587","display_name":"Saturation (graph theory)","level":2,"score":0.440952330827713},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4292076528072357},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.42537468671798706},{"id":"https://openalex.org/C57054060","wikidata":"https://www.wikidata.org/wiki/Q59420558","display_name":"Injection well","level":2,"score":0.4212418794631958},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.39480647444725037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.33930516242980957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27467936277389526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1588802933692932},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icci-cc.2012.6311171","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icci-cc.2012.6311171","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 11th International Conference on Cognitive Informatics and Cognitive Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328771","display_name":"Chongqing University of Science and Technology","ror":"https://ror.org/03n3v6d52"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2129648589","https://openalex.org/W2157122594","https://openalex.org/W2357349355","https://openalex.org/W2363247990"],"related_works":["https://openalex.org/W3005912679","https://openalex.org/W3125910968","https://openalex.org/W2227665608","https://openalex.org/W2371665459","https://openalex.org/W1979927206","https://openalex.org/W2330744453","https://openalex.org/W4388202822","https://openalex.org/W33111645","https://openalex.org/W2026257546","https://openalex.org/W2372269817"],"abstract_inverted_index":{"The":[0,12,108,131,144],"factors":[1],"affecting":[2],"performance":[3],"of":[4,18,33,88,92,125,133],"fractured":[5,19,28],"wells":[6,29,90,137],"are":[7,36,46,94,118,138,151],"analyzed":[8,37],"in":[9,30],"this":[10],"work.":[11],"static":[13],"and":[14,21,60,70,100,115,120,176],"dynamic":[15],"geologic":[16],"data":[17,132],"well":[20],"fracturing":[22],"treatment":[23],"parameters":[24,45,87],"obtained":[25],"from":[26],"51":[27,93],"sand":[31],"reservoirs":[32],"Zhongyuan":[34],"oilfield":[35],"by":[38],"applying":[39],"the":[40,74,97,101,105,112,134,142,148,159],"grey":[41],"correlation":[42],"method.":[43],"Ten":[44],"screened,":[47],"including":[48],"penetrability,":[49],"porosity,":[50],"net":[51],"thickness,":[52],"oil":[53],"saturation,":[54],"water":[55],"cut,":[56],"average":[57],"daily":[58],"production,":[59],"injection":[61],"rate,":[62],"amount":[63,67,71],"cementing":[64],"front":[65],"spacer,":[66],"sand-carrying":[68],"agent":[69],"sand.":[72],"With":[73],"novel":[75,160],"Radial":[76,161],"Basis":[77,162],"Function":[78,163],"neural":[79,164],"network":[80,165],"model":[81,124,166],"based":[82,167],"on":[83,168],"immune":[84,169],"principles,":[85],"13":[86],"42":[89],"out":[91],"used":[95,139],"as":[96,104],"input":[98,113],"samples":[99,114,117],"stimulation":[102],"ratios":[103],"output":[106,116],"samples.":[107],"nonlinear":[109],"interrelationship":[110],"between":[111],"investigated,":[119],"a":[121],"productivity":[122],"prediction":[123],"optimizing":[126],"fracture":[127],"design":[128],"is":[129],"established.":[130],"rest":[135],"7":[136],"to":[140],"test":[141],"model.":[143],"results":[145],"show":[146],"that":[147,158],"relative":[149],"errors":[150],"all":[152],"less":[153,172],"than":[154],"7%,":[155],"which":[156],"proves":[157],"principles":[170],"has":[171],"calculation,":[173],"high":[174],"precision":[175],"good":[177],"generalization":[178],"ability.":[179]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}