{"id":"https://openalex.org/W2907942372","doi":"https://doi.org/10.1109/smartgridcomm.2018.8587472","title":"Simulation-based Parameter Optimization Framework for Large-Scale Hybrid Smart Grid Communications Systems Design","display_name":"Simulation-based Parameter Optimization Framework for Large-Scale Hybrid Smart Grid Communications Systems Design","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2907942372","doi":"https://doi.org/10.1109/smartgridcomm.2018.8587472","mag":"2907942372"},"language":"en","primary_location":{"id":"doi:10.1109/smartgridcomm.2018.8587472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2018.8587472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","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/A5019993792","display_name":"Adarsh Hasandka","orcid":null},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Adarsh Hasandka","raw_affiliation_strings":["Department of Electrical, Computer and Energy Engineering, University of Colorado, Boulder, CO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical, Computer and Energy Engineering, University of Colorado, Boulder, CO, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434769","display_name":"Jianhua Zhang","orcid":"https://orcid.org/0000-0002-6492-3846"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianhua Zhang","raw_affiliation_strings":["National Renewable Energy Laboratory (NREL) Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory (NREL) Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101834217","display_name":"S M Shafiul Alam","orcid":"https://orcid.org/0000-0002-6276-9443"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S M Shafiul Alam","raw_affiliation_strings":["National Renewable Energy Laboratory (NREL) Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory (NREL) Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005992691","display_name":"Anthony Florita","orcid":"https://orcid.org/0000-0002-8998-6106"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony R. Florita","raw_affiliation_strings":["National Renewable Energy Laboratory (NREL) Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory (NREL) Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040173593","display_name":"Bri\u2010Mathias Hodge","orcid":"https://orcid.org/0000-0001-8684-0534"},"institutions":[{"id":"https://openalex.org/I1297288678","display_name":"National Renewable Energy Laboratory","ror":"https://ror.org/036266993","country_code":"US","type":"facility","lineage":["https://openalex.org/I1297288678","https://openalex.org/I1330989302","https://openalex.org/I2800842121"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bri-Mathias Hodge","raw_affiliation_strings":["National Renewable Energy Laboratory (NREL) Golden, CO, USA"],"affiliations":[{"raw_affiliation_string":"National Renewable Energy Laboratory (NREL) Golden, CO, USA","institution_ids":["https://openalex.org/I1297288678"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5019993792"],"corresponding_institution_ids":["https://openalex.org/I188538660"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.15251035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12146","display_name":"Power Line Communications and Noise","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12146","display_name":"Power Line Communications and Noise","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.7136526107788086},{"id":"https://openalex.org/keywords/executor","display_name":"Executor","score":0.5570385456085205},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4972560703754425},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.48593297600746155},{"id":"https://openalex.org/keywords/hybrid-algorithm","display_name":"Hybrid algorithm (constraint satisfaction)","score":0.4599570035934448},{"id":"https://openalex.org/keywords/hybrid-system","display_name":"Hybrid system","score":0.4301249384880066},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.42903101444244385},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.41515979170799255},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1847217082977295},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1696540117263794}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7136526107788086},{"id":"https://openalex.org/C180591056","wikidata":"https://www.wikidata.org/wiki/Q654437","display_name":"Executor","level":2,"score":0.5570385456085205},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4972560703754425},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.48593297600746155},{"id":"https://openalex.org/C62469222","wikidata":"https://www.wikidata.org/wiki/Q17092103","display_name":"Hybrid algorithm (constraint satisfaction)","level":5,"score":0.4599570035934448},{"id":"https://openalex.org/C50897621","wikidata":"https://www.wikidata.org/wiki/Q2665508","display_name":"Hybrid system","level":2,"score":0.4301249384880066},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.42903101444244385},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.41515979170799255},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1847217082977295},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1696540117263794},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C176783269","wikidata":"https://www.wikidata.org/wiki/Q5164378","display_name":"Constraint logic programming","level":4,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smartgridcomm.2018.8587472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smartgridcomm.2018.8587472","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W51886086","https://openalex.org/W610674305","https://openalex.org/W1595498733","https://openalex.org/W1820106783","https://openalex.org/W2024292771","https://openalex.org/W2042420160","https://openalex.org/W2089131234","https://openalex.org/W2119401655","https://openalex.org/W2124141629","https://openalex.org/W2145462430","https://openalex.org/W2157473429","https://openalex.org/W2170659323","https://openalex.org/W2315093559","https://openalex.org/W2475705155","https://openalex.org/W2594103059","https://openalex.org/W2740005283","https://openalex.org/W2788666729","https://openalex.org/W2797523002","https://openalex.org/W2800512278","https://openalex.org/W6635507646","https://openalex.org/W6741959941","https://openalex.org/W6748422824"],"related_works":["https://openalex.org/W3132876088","https://openalex.org/W4237320244","https://openalex.org/W3107299409","https://openalex.org/W3044912482","https://openalex.org/W3015007115","https://openalex.org/W3016598040","https://openalex.org/W2230606172","https://openalex.org/W3036516033","https://openalex.org/W3000107590","https://openalex.org/W4381955380"],"abstract_inverted_index":{"The":[0,92],"design":[1],"of":[2,40,52,64,87,125],"reliable,":[3],"dynamic,":[4],"fault-tolerant":[5],"hybrid":[6,41,79,88,94,127,143,155],"smart":[7,156],"grid":[8,157],"communication":[9,42,158],"networks":[10,21],"is":[11,35],"a":[12,56,62,66,78,103,151],"challenge":[13],"to":[14,37,44,60,106,120],"achieve":[15,45,108],"for":[16,26,83,150],"autonomous":[17],"power":[18],"grids.":[19],"Hybrid":[20],"use":[22],"different":[23,27],"communications":[24],"technologies":[25,43],"area":[28],"networks.":[29],"A":[30],"simulation-based":[31],"parameter":[32,133,148],"optimization":[33,81,96,115,134],"framework":[34,135],"proposed":[36,93,132],"tune":[38],"parameters":[39,86,124],"the":[46,71,122,126,131,138,141],"optimal":[47,147],"network":[48],"performance.":[49],"It":[50],"consists":[51],"three":[53],"main":[54],"components:":[55],"parallel":[57,72],"executor":[58,73],"used":[59],"speedup":[61],"list":[63],"simulations;":[65],"sampler":[67],"running":[68],"simulations":[69],"using":[70],"at":[74],"each":[75],"generation;":[76],"and":[77,90],"stochastic":[80],"algorithm":[82,97,101],"tuning":[84],"configurable":[85],"designs":[89],"applications.":[91],"metaheuristic":[95],"combines":[98],"an":[99,109,146],"evolutionary":[100],"with":[102,145],"gradient":[104],"method":[105],"quickly":[107],"approximately":[110],"global":[111],"optimum":[112],"solution.":[113],"Three":[114],"test":[116],"functions":[117],"are":[118],"employed":[119],"train":[121],"adjustable":[123],"algorithm.":[128],"Results":[129],"show":[130],"can":[136],"help":[137],"designer":[139],"choose":[140],"right":[142],"architecture":[144],"set":[149],"large-scale":[152],"broadband":[153],"PLC-WiMAX":[154],"network.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}