{"id":"https://openalex.org/W3204782448","doi":"https://doi.org/10.1109/inista52262.2021.9548484","title":"Intelligent Approach in Smart Microchip Proppants Data Processing for Complex Hydraulic Fractures Diagnostic","display_name":"Intelligent Approach in Smart Microchip Proppants Data Processing for Complex Hydraulic Fractures Diagnostic","publication_year":2021,"publication_date":"2021-08-25","ids":{"openalex":"https://openalex.org/W3204782448","doi":"https://doi.org/10.1109/inista52262.2021.9548484","mag":"3204782448"},"language":"en","primary_location":{"id":"doi:10.1109/inista52262.2021.9548484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista52262.2021.9548484","pdf_url":null,"source":{"id":"https://openalex.org/S4306498847","display_name":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066789830","display_name":"Vuong Van Pham","orcid":null},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vuong V. Pham","raw_affiliation_strings":["Chemical and Petroleum Engineering, University of Kansas, Lawrence, KS, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemical and Petroleum Engineering, University of Kansas, Lawrence, KS, US","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071900228","display_name":"Amirmasoud Kalantari Dahaghi","orcid":"https://orcid.org/0009-0005-6187-817X"},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amirmasoud Kalantari Dahaghi","raw_affiliation_strings":["Chemical and Petroleum Engineering, University of Kansas, Lawrence, KS, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemical and Petroleum Engineering, University of Kansas, Lawrence, KS, US","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080711760","display_name":"Shahin Negahban","orcid":null},"institutions":[{"id":"https://openalex.org/I146416000","display_name":"University of Kansas","ror":"https://ror.org/001tmjg57","country_code":"US","type":"education","lineage":["https://openalex.org/I146416000"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahin Negahban","raw_affiliation_strings":["Chemical and Petroleum Engineering, University of Kansas, Lawrence, KS, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chemical and Petroleum Engineering, University of Kansas, Lawrence, KS, US","institution_ids":["https://openalex.org/I146416000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042566079","display_name":"William Fincham","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112314","display_name":"National Energy Technology Laboratory","ror":"https://ror.org/01x26mz03","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I4210112314","https://openalex.org/I4210118742"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Fincham","raw_affiliation_strings":["National Energy Technology Laboratory, Washington D. C, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Energy Technology Laboratory, Washington D. C, US","institution_ids":["https://openalex.org/I4210112314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023297510","display_name":"Aydin Babakhani","orcid":"https://orcid.org/0000-0001-8123-9061"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aydin Babakhani","raw_affiliation_strings":["UCLA, Los Angeles, California, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"UCLA, Los Angeles, California, US","institution_ids":["https://openalex.org/I2799798094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9661999940872192,"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/T11192","display_name":"Underwater Vehicles and Communication Systems","score":0.9661999940872192,"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/T11751","display_name":"Lattice Boltzmann Simulation Studies","score":0.9661999940872192,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9645000100135803,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/robustness","display_name":"Robustness (evolution)","score":0.74005126953125},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5967239141464233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5767629146575928},{"id":"https://openalex.org/keywords/hydraulic-fracturing","display_name":"Hydraulic fracturing","score":0.5201326012611389},{"id":"https://openalex.org/keywords/fracture","display_name":"Fracture (geology)","score":0.44915667176246643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44818663597106934},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4327543377876282},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.42674219608306885},{"id":"https://openalex.org/keywords/borehole","display_name":"Borehole","score":0.4121428430080414},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.31863918900489807},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.20074474811553955},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.1702595353126526},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.1607590913772583},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14455321431159973}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.74005126953125},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5967239141464233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5767629146575928},{"id":"https://openalex.org/C2779096232","wikidata":"https://www.wikidata.org/wiki/Q890794","display_name":"Hydraulic fracturing","level":2,"score":0.5201326012611389},{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.44915667176246643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44818663597106934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4327543377876282},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.42674219608306885},{"id":"https://openalex.org/C150560799","wikidata":"https://www.wikidata.org/wiki/Q502102","display_name":"Borehole","level":2,"score":0.4121428430080414},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.31863918900489807},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.20074474811553955},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.1702595353126526},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.1607590913772583},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14455321431159973},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/inista52262.2021.9548484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/inista52262.2021.9548484","pdf_url":null,"source":{"id":"https://openalex.org/S4306498847","display_name":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","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":"2021 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2008073424","https://openalex.org/W2038605016","https://openalex.org/W2062413904","https://openalex.org/W2187089797","https://openalex.org/W2902652978","https://openalex.org/W2994176602","https://openalex.org/W3048285993","https://openalex.org/W3095433102","https://openalex.org/W6652231383"],"related_works":["https://openalex.org/W2382164616","https://openalex.org/W2375236835","https://openalex.org/W2388470518","https://openalex.org/W1972422314","https://openalex.org/W2534908930","https://openalex.org/W2334011004","https://openalex.org/W3002610800","https://openalex.org/W2388544642","https://openalex.org/W2626198560","https://openalex.org/W2926703586"],"abstract_inverted_index":{"Unconventional":[0],"oil":[1],"and":[2,12,29,35,60,85,102,117,120,129,140,148,153,187,214],"gas":[3],"reservoir":[4],"development":[5],"requires":[6],"an":[7,44],"understanding":[8],"of":[9,14,20,52,63,66,104,163,195,202,210],"the":[10,64,81,93,105,111,122,126,161,200,222,226,231],"geometry":[11],"complexity":[13],"hydraulic":[15,68],"fractures.":[16,69],"The":[17,193,207],"current":[18],"categories":[19],"fracture":[21,39,48,94,123,170,177,228],"diagnostic":[22],"approaches":[23],"include":[24],"methods":[25,54],"for":[26,172],"near-wellbore":[27],"(production":[28],"temperature":[30],"logs,":[31],"tracers,":[32],"borehole":[33],"imaging)":[34],"far-field":[36],"techniques":[37,42],"(micro-seismic":[38],"mapping).":[40],"These":[41],"provide":[43],"indirect":[45],"and/or":[46],"interpreted":[47],"geometry.":[49,95],"Therefore,":[50],"none":[51],"these":[53],"consistently":[55],"provides":[56],"a":[57,73,137,154],"fully":[58],"detailed":[59],"accurate":[61],"description":[62],"character":[65],"created":[67],"This":[70,96],"study":[71],"proposes":[72],"novel":[74,97],"approach":[75,98],"that":[76],"uses":[77],"direct":[78],"data":[79,109],"from":[80,110],"injected":[82],"fine":[83],"size":[84],"battery-less":[86],"Smart":[87],"MicroChip":[88],"Proppants":[89],"(SMPs)":[90],"to":[91,159],"map":[92],"enables":[99],"direct,":[100],"fast,":[101],"smart":[103],"received":[106],"high-resolution":[107],"geo-sensor":[108],"SMPs":[112],"collected":[113],"in":[114,169,184,190,205,225],"high":[115],"pressure":[116],"high-temperature":[118],"environment":[119],"maps":[121],"network":[124,229],"using":[125],"proposed":[127],"Intelligent":[128],"Integrated":[130],"Fracture":[131],"Diagnostic":[132],"Platform":[133],"(IFDP),":[134],"which":[135],"is":[136,141],"closed-loop":[138],"architecture":[139],"based":[142],"on":[143],"multi-dimensional":[144],"projection,":[145],"unsupervised":[146,203],"clustering,":[147],"surface":[149],"reconstruction.":[150],"Affine":[151],"transformation":[152,197],"deep":[155],"ANN":[156],"are":[157,219],"integrated":[158],"control":[160],"stochasticity":[162],"clustering.":[164],"IFDP":[165],"proves":[166],"its":[167],"efficacy":[168],"diagnostics":[171],"3":[173],"in-house":[174],"design":[175],"synthetic":[176,227],"networks,":[178],"with":[179,230],"100%":[180],"consistency,":[181],"between":[182,188],"75-100%":[183],"prediction":[185,211],"capability,":[186],"80-100%":[189],"execution":[191,215],"robustness.":[192],"integration":[194],"affine":[196],"firmly":[198],"increases":[199],"performance":[201],"clustering":[204],"IFDP.":[206],"low":[208],"bounds":[209],"capability":[212],"(75%)":[213],"robustness":[216],"(80%)":[217],"scores":[218],"caused":[220],"by":[221],"\"joint\"":[223],"locations":[224],"highest":[232],"complexity.":[233]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
