{"id":"https://openalex.org/W4414244912","doi":"https://doi.org/10.1115/1.4069826","title":"Concurrent Specification and Selection of Heterogeneous Sensors Using Goal Programming","display_name":"Concurrent Specification and Selection of Heterogeneous Sensors Using Goal Programming","publication_year":2025,"publication_date":"2025-09-16","ids":{"openalex":"https://openalex.org/W4414244912","doi":"https://doi.org/10.1115/1.4069826"},"language":"en","primary_location":{"id":"doi:10.1115/1.4069826","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4069826","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-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/A5040370664","display_name":"A.K. Kulkarni","orcid":"https://orcid.org/0000-0003-2718-0630"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I4179309","display_name":"Park University","ror":"https://ror.org/04ngpga37","country_code":"US","type":"education","lineage":["https://openalex.org/I4179309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amol Kulkarni","raw_affiliation_strings":["The Pennsylvania State University Department of Industrial and Manufacturing Engineering, , , \u00a0","201 Old Main University Park, PA 16802"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University Department of Industrial and Manufacturing Engineering, , , \u00a0","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"201 Old Main University Park, PA 16802","institution_ids":["https://openalex.org/I4179309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119218449","display_name":"Pongchalat Chaisiriroj","orcid":null},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pongchalat Chaisiriroj","raw_affiliation_strings":["George Mason University Department of Systems Engineering and Operations Research, , , \u00a0","SEOR Department Room 2100 (Mail Stop 4A6) Nguyen Engineering Building, George Mason University Fairfax, VA 22030"],"affiliations":[{"raw_affiliation_string":"George Mason University Department of Systems Engineering and Operations Research, , , \u00a0","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"SEOR Department Room 2100 (Mail Stop 4A6) Nguyen Engineering Building, George Mason University Fairfax, VA 22030","institution_ids":["https://openalex.org/I162714631"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053312651","display_name":"V. Chitra","orcid":null},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I4179309","display_name":"Park University","ror":"https://ror.org/04ngpga37","country_code":"US","type":"education","lineage":["https://openalex.org/I4179309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vignesh Chitra","raw_affiliation_strings":["The Pennsylvania State University Department of Industrial and Manufacturing Engineering, , , \u00a0","201 Old Main University Park, PA 16802"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University Department of Industrial and Manufacturing Engineering, , , \u00a0","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"201 Old Main University Park, PA 16802","institution_ids":["https://openalex.org/I4179309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017093637","display_name":"Vittaldas V. Prabhu","orcid":"https://orcid.org/0000-0002-8068-6318"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]},{"id":"https://openalex.org/I4210127906","display_name":"University Orthopedics Center","ror":"https://ror.org/03khf7306","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210127906"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vittaldas Prabhu","raw_affiliation_strings":["The Pennsylvania State University Department of Industrial and Manufacturing Engineering, , , \u00a0","201 Old Main State College, PA 16801"],"affiliations":[{"raw_affiliation_string":"The Pennsylvania State University Department of Industrial and Manufacturing Engineering, , , \u00a0","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"201 Old Main State College, PA 16801","institution_ids":["https://openalex.org/I4210127906"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021686212","display_name":"Janis Terpenny","orcid":"https://orcid.org/0000-0003-3193-647X"},"institutions":[{"id":"https://openalex.org/I162714631","display_name":"George Mason University","ror":"https://ror.org/02jqj7156","country_code":"US","type":"education","lineage":["https://openalex.org/I162714631"]},{"id":"https://openalex.org/I4210100621","display_name":"University of Fairfax","ror":"https://ror.org/00v23bh67","country_code":"US","type":"education","lineage":["https://openalex.org/I4210100621"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Janis Terpenny","raw_affiliation_strings":["George Mason University Department of Systems Engineering and Operations Research, , , \u00a0","4400 University Drive Fairfax, VA 22030"],"affiliations":[{"raw_affiliation_string":"George Mason University Department of Systems Engineering and Operations Research, , , \u00a0","institution_ids":["https://openalex.org/I162714631"]},{"raw_affiliation_string":"4400 University Drive Fairfax, VA 22030","institution_ids":["https://openalex.org/I162714631","https://openalex.org/I4210100621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040370664"],"corresponding_institution_ids":["https://openalex.org/I130769515","https://openalex.org/I4179309"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29806858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12709","display_name":"Optimization and Mathematical Programming","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9416999816894531,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/software-deployment","display_name":"Software deployment","score":0.6743000149726868},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5824000239372253},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5562999844551086},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5426999926567078},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5400999784469604},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.37209999561309814},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.35019999742507935},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.32350000739097595}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6743000149726868},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6568999886512756},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5824000239372253},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5562999844551086},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5426999926567078},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5400999784469604},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4124999940395355},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.37209999561309814},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.36809998750686646},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3407999873161316},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3384000062942505},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.32350000739097595},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.31869998574256897},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.30000001192092896},{"id":"https://openalex.org/C116253237","wikidata":"https://www.wikidata.org/wiki/Q1437424","display_name":"Formal specification","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.27390000224113464},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.2653000056743622},{"id":"https://openalex.org/C81293917","wikidata":"https://www.wikidata.org/wiki/Q4189534","display_name":"System deployment","level":3,"score":0.2615000009536743},{"id":"https://openalex.org/C61157135","wikidata":"https://www.wikidata.org/wiki/Q1345279","display_name":"Goal programming","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.2554999887943268},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25119999051094055},{"id":"https://openalex.org/C200749887","wikidata":"https://www.wikidata.org/wiki/Q1165574","display_name":"System monitoring","level":2,"score":0.250900000333786},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.25}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1115/1.4069826","is_oa":false,"landing_page_url":"https://doi.org/10.1115/1.4069826","pdf_url":null,"source":{"id":"https://openalex.org/S173178594","display_name":"Journal of Computing and Information Science in Engineering","issn_l":"1530-9827","issn":["1530-9827","1944-7078"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316053","host_organization_name":"ASM International","host_organization_lineage":["https://openalex.org/P4310316053"],"host_organization_lineage_names":["ASM International"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing and Information Science in Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W246935207","https://openalex.org/W944430569","https://openalex.org/W1961178731","https://openalex.org/W1968164389","https://openalex.org/W1971089956","https://openalex.org/W1989696943","https://openalex.org/W2000758358","https://openalex.org/W2078691961","https://openalex.org/W2080055579","https://openalex.org/W2096011273","https://openalex.org/W2139394961","https://openalex.org/W2577167103","https://openalex.org/W2892379936","https://openalex.org/W2913161625","https://openalex.org/W3066069560","https://openalex.org/W3133128857","https://openalex.org/W3186005721","https://openalex.org/W3203107996","https://openalex.org/W3203129663","https://openalex.org/W3204459343","https://openalex.org/W3210891831","https://openalex.org/W4200628074","https://openalex.org/W4210345289","https://openalex.org/W4282046582","https://openalex.org/W4294578182","https://openalex.org/W4385743451","https://openalex.org/W4386880307","https://openalex.org/W4390643514","https://openalex.org/W4391928122","https://openalex.org/W4399041751"],"related_works":[],"abstract_inverted_index":{"Abstract":[0],"Recent":[1],"advances":[2,18,34],"in":[3,19,79,94,103,166,208],"wireless":[4],"networking":[5],"technologies,":[6],"the":[7,55,85,95,146,159,191,209,212,233],"reliable":[8],"application":[9],"of":[10,82,99,105,141,145,163,187,193,214],"fault":[11],"diagnostic":[12],"and":[13,16,28,64,76,97,108,136,161,178,202,211,224,242],"prognostic":[14],"techniques,":[15],"rapid":[17],"machine":[20],"learning":[21],"algorithms":[22],"have":[23,35],"led":[24],"to":[25,49,52,73,134,156,197,220],"widespread":[26],"use":[27,213],"benefits":[29,86],"for":[30,40,44,118,246,249],"Internet-of-Things":[31],"applications.":[32,83],"These":[33],"also":[36],"made":[37],"it":[38],"possible":[39],"devices,":[41],"previously":[42],"used":[43,72],"monitoring":[45,53],"at":[46,54],"enterprise":[47],"levels,":[48],"be":[50],"applied":[51],"individual":[56],"equipment":[57,78],"level.":[58],"Devices":[59],"such":[60,100],"as":[61,228],"networked":[62,101],"sensors":[63,102,112,165,248],"radio":[65],"frequency":[66],"identification":[67],"(RFID)":[68],"tags":[69],"are":[70,87,91],"increasingly":[71],"detect,":[74],"track,":[75],"monitor":[77],"a":[80,125,138,194,231,239],"variety":[81],"While":[84],"quite":[88],"promising,":[89],"there":[90],"significant":[92],"challenges":[93],"adoption":[96],"deployment":[98],"terms":[104],"design,":[106],"operation,":[107],"economic":[109],"justification.":[110],"Selecting":[111],"with":[113],"appropriate":[114],"specifications":[115],"is":[116,151,190],"imperative":[117],"capturing":[119],"high-quality":[120],"information.":[121],"This":[122,169],"article":[123],"presents":[124],"goal":[126,148,235],"programming":[127,149,236],"approach":[128,150,237],"that":[129],"utilizes":[130],"sensor":[131,176],"manufacturers'":[132],"datasheets":[133],"specify":[135],"select":[137],"heterogeneous":[139,164],"set":[140],"sensors.":[142],"The":[143,184],"usefulness":[144],"proposed":[147,234],"demonstrated":[152],"through":[153],"its":[154],"ability":[155],"concurrently":[157],"handle":[158],"specification":[160,179,216],"selection":[162,177],"intricate":[167,250],"systems.":[168],"differs":[170],"from":[171,205],"prior":[172],"approaches,":[173],"which":[174],"treat":[175],"disjointly":[180],"during":[181],"system":[182,226],"design.":[183],"main":[185],"contribution":[186],"this":[188],"study":[189],"development":[192],"mathematical":[195],"model":[196],"support":[198],"flexible":[199],"design":[200,222,244],"needs":[201],"distinguishes":[203],"itself":[204],"previous":[206],"approaches":[207],"field,":[210],"dynamic":[215],"bounds":[217],"allowing":[218],"users":[219],"explore":[221],"trade-offs":[223],"adjust":[225],"targets":[227],"needed.":[229],"As":[230],"result,":[232],"enables":[238],"more":[240],"thorough":[241],"integrated":[243],"strategy":[245],"selecting":[247],"equipment.":[251]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}