{"id":"https://openalex.org/W4415718597","doi":"https://doi.org/10.3390/e27111120","title":"Low-Carbon Economic Operation of Natural Gas Demand Side Integrating Dynamic Pricing Signals and User Behavior Modeling","display_name":"Low-Carbon Economic Operation of Natural Gas Demand Side Integrating Dynamic Pricing Signals and User Behavior Modeling","publication_year":2025,"publication_date":"2025-10-30","ids":{"openalex":"https://openalex.org/W4415718597","doi":"https://doi.org/10.3390/e27111120","pmid":"https://pubmed.ncbi.nlm.nih.gov/41294963"},"language":"en","primary_location":{"id":"doi:10.3390/e27111120","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27111120","pdf_url":null,"source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/e27111120","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053537379","display_name":"Ning Tian","orcid":"https://orcid.org/0009-0005-7903-4928"},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Tian","raw_affiliation_strings":["School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":"https://orcid.org/0009-0005-7903-4928","affiliations":[{"raw_affiliation_string":"School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","institution_ids":["https://openalex.org/I148099405"]},{"raw_affiliation_string":"School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027553826","display_name":"Bilin Shao","orcid":null},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bilin Shao","raw_affiliation_strings":["School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","institution_ids":["https://openalex.org/I148099405"]},{"raw_affiliation_string":"School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065039074","display_name":"Huibin Zeng","orcid":"https://orcid.org/0000-0001-5499-9217"},"institutions":[{"id":"https://openalex.org/I126924076","display_name":"Chongqing Normal University","ror":"https://ror.org/01dcw5w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I126924076"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huibin Zeng","raw_affiliation_strings":["School of Economics and Management, Chongqing Normal University, Chongqing 401333, China"],"raw_orcid":"https://orcid.org/0000-0001-5499-9217","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Chongqing Normal University, Chongqing 401333, China","institution_ids":["https://openalex.org/I126924076"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031137373","display_name":"Xue Zhao","orcid":"https://orcid.org/0000-0002-5781-0050"},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xue Zhao","raw_affiliation_strings":["School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","institution_ids":["https://openalex.org/I148099405"]},{"raw_affiliation_string":"School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091213132","display_name":"Wei Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I148099405","display_name":"Xi'an University of Architecture and Technology","ror":"https://ror.org/04v2j2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I148099405"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhao","raw_affiliation_strings":["School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China"],"raw_orcid":"https://orcid.org/0009-0009-9300-5495","affiliations":[{"raw_affiliation_string":"School of Management, Xi\u2019an University of Architecture and Technology, Xi\u2019an 710055, China","institution_ids":["https://openalex.org/I148099405"]},{"raw_affiliation_string":"School of Management, Xi'an University of Architecture and Technology, Xi'an 710055, China","institution_ids":["https://openalex.org/I148099405"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5027553826"],"corresponding_institution_ids":["https://openalex.org/I148099405"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27207157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":"11","first_page":"1120","last_page":"1120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9261000156402588,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9261000156402588,"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/T11053","display_name":"Process Optimization and Integration","score":0.013399999588727951,"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/T10424","display_name":"Electric Power System Optimization","score":0.008999999612569809,"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/scheduling","display_name":"Scheduling (production processes)","score":0.5249000191688538},{"id":"https://openalex.org/keywords/natural-gas","display_name":"Natural gas","score":0.5245000123977661},{"id":"https://openalex.org/keywords/carbon-tax","display_name":"Carbon tax","score":0.46560001373291016},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4293000102043152},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.3978999853134155},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.3946000039577484},{"id":"https://openalex.org/keywords/supply-and-demand","display_name":"Supply and demand","score":0.357699990272522},{"id":"https://openalex.org/keywords/price-elasticity-of-demand","display_name":"Price elasticity of demand","score":0.35339999198913574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5656999945640564},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5249000191688538},{"id":"https://openalex.org/C59427239","wikidata":"https://www.wikidata.org/wiki/Q40858","display_name":"Natural gas","level":2,"score":0.5245000123977661},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.5157999992370605},{"id":"https://openalex.org/C2778976125","wikidata":"https://www.wikidata.org/wiki/Q288401","display_name":"Carbon tax","level":3,"score":0.46560001373291016},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4293000102043152},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.3978999853134155},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.3946000039577484},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.357699990272522},{"id":"https://openalex.org/C51355593","wikidata":"https://www.wikidata.org/wiki/Q3194154","display_name":"Price elasticity of demand","level":2,"score":0.35339999198913574},{"id":"https://openalex.org/C47737302","wikidata":"https://www.wikidata.org/wiki/Q167336","display_name":"Greenhouse gas","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.32710000872612},{"id":"https://openalex.org/C552854447","wikidata":"https://www.wikidata.org/wiki/Q131201","display_name":"Sustainable development","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.2842999994754791},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2770000100135803},{"id":"https://openalex.org/C45872418","wikidata":"https://www.wikidata.org/wiki/Q5318966","display_name":"Dynamic demand","level":3,"score":0.2718000113964081},{"id":"https://openalex.org/C3020254827","wikidata":"https://www.wikidata.org/wiki/Q5255016","display_name":"Demand side","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C3017568202","wikidata":"https://www.wikidata.org/wiki/Q2899888","display_name":"User needs","level":2,"score":0.2624000012874603},{"id":"https://openalex.org/C91262260","wikidata":"https://www.wikidata.org/wiki/Q528074","display_name":"End user","level":2,"score":0.257099986076355}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/e27111120","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27111120","pdf_url":null,"source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},{"id":"pmid:41294963","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/41294963","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:5800df06f0f54dff80413318c80ae89a","is_oa":true,"landing_page_url":"https://doaj.org/article/5800df06f0f54dff80413318c80ae89a","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 11, p 1120 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/e27111120","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27111120","pdf_url":null,"source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"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":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2589754823","display_name":"\u9762\u5411\u4e0d\u786e\u5b9a\u56e0\u7d20\u7684\u5929\u7136\u6c14\u8d1f\u8377\u9884\u6d4b\u53ca\u7528\u6237\u884c\u4e3a\u68c0\u6d4b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"62072363","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1774933123","https://openalex.org/W2030005999","https://openalex.org/W2048811172","https://openalex.org/W2768291706","https://openalex.org/W2899731001","https://openalex.org/W2908571787","https://openalex.org/W2917280681","https://openalex.org/W2922383488","https://openalex.org/W2984509118","https://openalex.org/W2986399533","https://openalex.org/W3109738505","https://openalex.org/W3133705995","https://openalex.org/W3134532821","https://openalex.org/W3155256331","https://openalex.org/W3161425112","https://openalex.org/W4200382831","https://openalex.org/W4205806565","https://openalex.org/W4281256337","https://openalex.org/W4285384219","https://openalex.org/W4317888379","https://openalex.org/W4366977535","https://openalex.org/W4367672018","https://openalex.org/W4381056940","https://openalex.org/W4384563653","https://openalex.org/W4387168925","https://openalex.org/W4387826838","https://openalex.org/W4388930598","https://openalex.org/W4389512180","https://openalex.org/W4390430705","https://openalex.org/W4390776666","https://openalex.org/W4394688904","https://openalex.org/W4395693838","https://openalex.org/W4399116608","https://openalex.org/W4401148968","https://openalex.org/W4404148957"],"related_works":[],"abstract_inverted_index":{"Natural":[0],"gas":[1,45,97,108,182],"plays":[2],"a":[3,37,77,96,170],"key":[4],"role":[5],"in":[6,21,31,99,146],"the":[7,82,88,105,156],"low-carbon":[8,38],"energy":[9],"transition":[10],"due":[11],"to":[12],"its":[13],"clean":[14],"and":[15,27,50,87,116,126,128,135,166,179],"efficient":[16],"characteristics,":[17],"yet":[18],"challenges":[19],"remain":[20],"balancing":[22],"economic":[23,39],"efficiency,":[24],"user":[25,52,122,163],"behavior,":[26],"carbon":[28,55,130,147,167],"emission":[29,56],"constraints":[30,168],"demand-side":[32],"scheduling.":[33,183],"This":[34],"study":[35],"proposes":[36],"operation":[40],"model":[41,106],"for":[42,113,118,177],"terminal":[43],"natural":[44,181],"systems,":[46],"integrating":[47,159],"price":[48,161],"elasticity":[49],"differentiated":[51],"behavior":[53,164],"with":[54],"management":[57],"strategies.":[58],"To":[59],"capture":[60],"diverse":[61],"demand":[62],"patterns,":[63],"dynamic":[64,160],"time":[65],"warping":[66],"k-medoids":[67],"clustering":[68],"is":[69,74],"employed,":[70],"while":[71],"scheduling":[72],"optimization":[73,172],"achieved":[75],"through":[76],"multi-objective":[78],"framework":[79],"combining":[80],"NSGA-III,":[81],"entropy":[83],"weight":[84],"(EW)":[85],"method,":[86],"VIKOR":[89],"decision-making":[90],"approach.":[91],"Using":[92],"real-world":[93],"data":[94],"from":[95],"station":[98],"Xi'an,":[100],"simulation":[101],"results":[102],"show":[103],"that":[104],"reduces":[107],"supply":[109],"costs":[110,149],"by":[111,124,132],"3.45%":[112],"residential":[114],"users":[115,141],"6.82%":[117],"non-residential":[119,140],"users,":[120],"increases":[121],"welfare":[123],"4.64%":[125],"88.87%,":[127],"decreases":[129],"emissions":[131],"115.18":[133],"kg":[134],"2156.8":[136],"kg,":[137],"respectively.":[138],"Moreover,":[139],"achieve":[142],"an":[143],"additional":[144],"reduction":[145],"trading":[148],"of":[150,158],"183.85":[151],"CNY.":[152],"The":[153],"findings":[154],"demonstrate":[155],"effectiveness":[157],"signals,":[162],"modeling,":[165],"into":[169],"unified":[171],"framework,":[173],"offering":[174],"decision":[175],"support":[176],"sustainable":[178],"flexible":[180]},"counts_by_year":[],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-31T00:00:00"}
