{"id":"https://openalex.org/W4405073394","doi":"https://doi.org/10.3390/systems12120544","title":"Optimizing Carbon Emissions in Electricity Markets: A System Engineering and Machine Learning Approach","display_name":"Optimizing Carbon Emissions in Electricity Markets: A System Engineering and Machine Learning Approach","publication_year":2024,"publication_date":"2024-12-05","ids":{"openalex":"https://openalex.org/W4405073394","doi":"https://doi.org/10.3390/systems12120544"},"language":"en","primary_location":{"id":"doi:10.3390/systems12120544","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems12120544","pdf_url":null,"source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/systems12120544","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046681183","display_name":"Zhiyu An","orcid":"https://orcid.org/0009-0008-7291-7025"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhiyu An","raw_affiliation_strings":["Department of Systems Engineering, Cornell University, Ithaca, NY 14850, USA"],"raw_orcid":"https://orcid.org/0009-0008-7291-7025","affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Cornell University, Ithaca, NY 14850, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071007860","display_name":"Clifford Whitcomb","orcid":"https://orcid.org/0000-0001-9569-5295"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Clifford Alan Whitcomb","raw_affiliation_strings":["Department of Systems Engineering, Cornell University, Ithaca, NY 14850, USA"],"raw_orcid":"https://orcid.org/0000-0001-9569-5295","affiliations":[{"raw_affiliation_string":"Department of Systems Engineering, Cornell University, Ithaca, NY 14850, USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071007860"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1732},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1732},"fwci":0.1911,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53358574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"12","first_page":"544","last_page":"544"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10424","display_name":"Electric Power System Optimization","score":0.9975000023841858,"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/T10424","display_name":"Electric Power System Optimization","score":0.9975000023841858,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9972000122070312,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/greenhouse-gas","display_name":"Greenhouse gas","score":0.8347392082214355},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.679893970489502},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.5997452139854431},{"id":"https://openalex.org/keywords/electricity-system","display_name":"Electricity system","score":0.5762101411819458},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.5087593197822571},{"id":"https://openalex.org/keywords/carbon-price","display_name":"Carbon price","score":0.4420982599258423},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.37846875190734863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3381710350513458},{"id":"https://openalex.org/keywords/natural-resource-economics","display_name":"Natural resource economics","score":0.3334459960460663},{"id":"https://openalex.org/keywords/electricity-generation","display_name":"Electricity generation","score":0.3282053470611572},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3135966956615448},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2804718017578125},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2068302035331726},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.1982925534248352}],"concepts":[{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.8347392082214355},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.679893970489502},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5997452139854431},{"id":"https://openalex.org/C2992120494","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electricity system","level":4,"score":0.5762101411819458},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.5087593197822571},{"id":"https://openalex.org/C2779200991","wikidata":"https://www.wikidata.org/wiki/Q20681009","display_name":"Carbon price","level":3,"score":0.4420982599258423},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.37846875190734863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3381710350513458},{"id":"https://openalex.org/C175605778","wikidata":"https://www.wikidata.org/wiki/Q3299701","display_name":"Natural resource economics","level":1,"score":0.3334459960460663},{"id":"https://openalex.org/C423512","wikidata":"https://www.wikidata.org/wiki/Q383973","display_name":"Electricity generation","level":3,"score":0.3282053470611572},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3135966956615448},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2804718017578125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2068302035331726},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.1982925534248352},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/systems12120544","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems12120544","pdf_url":null,"source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a42805fb7a384cb1bb286beada352d70","is_oa":false,"landing_page_url":"https://doaj.org/article/a42805fb7a384cb1bb286beada352d70","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Systems, Vol 12, Iss 12, p 544 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/systems12120544","is_oa":true,"landing_page_url":"https://doi.org/10.3390/systems12120544","pdf_url":null,"source":{"id":"https://openalex.org/S4210219410","display_name":"Systems","issn_l":"2079-8954","issn":["2079-8954"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1972931265","https://openalex.org/W2093996214","https://openalex.org/W2101234009","https://openalex.org/W2610236565","https://openalex.org/W2811133697","https://openalex.org/W2897010877","https://openalex.org/W2987981324","https://openalex.org/W2999949202","https://openalex.org/W3000386753","https://openalex.org/W3000399655","https://openalex.org/W3003490803","https://openalex.org/W3013810994","https://openalex.org/W3039522238","https://openalex.org/W3046678016","https://openalex.org/W3092786702","https://openalex.org/W3128721424","https://openalex.org/W3135354760","https://openalex.org/W3161345970","https://openalex.org/W3178583587","https://openalex.org/W3182553984","https://openalex.org/W3186237971","https://openalex.org/W3208384146","https://openalex.org/W3211493741","https://openalex.org/W3215792940","https://openalex.org/W4221115344","https://openalex.org/W4225898631","https://openalex.org/W4230210330","https://openalex.org/W4280614701","https://openalex.org/W4281950012","https://openalex.org/W4285794683","https://openalex.org/W4292969087","https://openalex.org/W4309708737","https://openalex.org/W4312248300","https://openalex.org/W4379984725","https://openalex.org/W4389422053","https://openalex.org/W4389723720","https://openalex.org/W4390579491","https://openalex.org/W4398160700","https://openalex.org/W4399620306","https://openalex.org/W6675354045","https://openalex.org/W6805509061","https://openalex.org/W6859334485"],"related_works":["https://openalex.org/W3093216143","https://openalex.org/W2071804319","https://openalex.org/W1997197818","https://openalex.org/W4367676288","https://openalex.org/W2148820391","https://openalex.org/W2384345153","https://openalex.org/W4285192308","https://openalex.org/W1608300396","https://openalex.org/W2389176963","https://openalex.org/W1691408784"],"abstract_inverted_index":{"This":[0,144],"study":[1],"addresses":[2],"the":[3,11,34,87,97,113,149,152,161],"urgent":[4],"need":[5],"to":[6,17,83,118],"reduce":[7],"carbon":[8,42,57,68,94,142],"emissions":[9,43,69],"in":[10,106],"power":[12],"sector,":[13],"a":[14,61,120],"major":[15],"contributor":[16],"global":[18],"greenhouse":[19],"gas":[20],"emissions,":[21,95],"by":[22,59],"employing":[23],"system":[24,116],"engineering":[25,117],"principles":[26],"coupled":[27],"with":[28],"machine":[29],"learning":[30],"techniques.":[31],"It":[32],"analyzes":[33],"interplay":[35],"between":[36],"regional":[37],"marginal":[38],"prices":[39],"(LMP)":[40],"and":[41,53,67,85,103,129],"within":[44,155],"electricity":[45,156],"markets.":[46],"The":[47,78,110],"paper":[48],"explores":[49],"how":[50],"market":[51,91,125,138],"designs":[52,139],"operational":[54],"strategies":[55,165],"influence":[56],"output":[58],"leveraging":[60],"dataset":[62],"that":[63,123],"encompasses":[64],"hourly":[65],"LMP":[66],"data":[70],"across":[71],"various":[72],"regions":[73],"of":[74,89,99,115,151,163],"New":[75],"York":[76],"State.":[77],"analysis":[79],"utilizes":[80],"neural":[81],"networks":[82],"simulate":[84],"predict":[86],"effects":[88],"different":[90],"scenarios":[92],"on":[93],"highlighting":[96],"role":[98],"LMP,":[100],"loss":[101],"costs,":[102],"congestion":[104],"costs":[105],"environmental":[107,130],"policy":[108,127],"effectiveness.":[109],"results":[111],"underscore":[112],"potential":[114],"provide":[119],"holistic":[121],"framework":[122],"integrates":[124],"dynamics,":[126],"adjustments,":[128],"impacts,":[131],"thereby":[132],"offering":[133],"actionable":[134],"insights":[135],"into":[136],"optimizing":[137],"for":[140,166],"reduced":[141],"footprints.":[143],"approach":[145],"not":[146],"only":[147],"enhances":[148],"understanding":[150],"complex":[153],"interactions":[154],"markets":[157],"but":[158],"also":[159],"supports":[160],"development":[162],"targeted":[164],"achieving":[167],"sustainable":[168],"energy":[169],"transitions.":[170]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
