{"id":"https://openalex.org/W2031892779","doi":"https://doi.org/10.1155/2014/521973","title":"Prediction of Water Consumption in Hospitals Based on a Modified Grey GM (0, 1\u2223sin) Model of Oscillation Sequence: The Example of Wuhan City","display_name":"Prediction of Water Consumption in Hospitals Based on a Modified Grey GM (0, 1\u2223sin) Model of Oscillation Sequence: The Example of Wuhan City","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2031892779","doi":"https://doi.org/10.1155/2014/521973","mag":"2031892779"},"language":"en","primary_location":{"id":"doi:10.1155/2014/521973","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/521973","pdf_url":"https://downloads.hindawi.com/journals/jam/2014/521973.pdf","source":{"id":"https://openalex.org/S190082376","display_name":"Journal of Applied Mathematics","issn_l":"1110-757X","issn":["1110-757X","1687-0042"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Mathematics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/jam/2014/521973.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032221116","display_name":"Han Zhou","orcid":"https://orcid.org/0000-0001-5464-9209"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Zhou","raw_affiliation_strings":["School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111657935","display_name":"Jiejun Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiejun Huang","raw_affiliation_strings":["School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100867375","display_name":"Yanbin Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanbin Yuan","raw_affiliation_strings":["School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006553768","display_name":"Biao Tang","orcid":"https://orcid.org/0000-0002-3605-4022"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao Tang","raw_affiliation_strings":["School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China"],"affiliations":[{"raw_affiliation_string":"School of Resource and Environmental Engineering, Wuhan University of Technology, Wuhan 430070, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5111657935"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":{"value":1025,"currency":"USD","value_usd":1025},"apc_paid":{"value":1025,"currency":"USD","value_usd":1025},"fwci":1.2612,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.82681104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"2014","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10969","display_name":"Water resources management and optimization","score":0.9818999767303467,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9731000065803528,"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/economic-shortage","display_name":"Economic shortage","score":0.6624355316162109},{"id":"https://openalex.org/keywords/water-consumption","display_name":"Water consumption","score":0.6606345772743225},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6257628798484802},{"id":"https://openalex.org/keywords/oscillation","display_name":"Oscillation (cell signaling)","score":0.5518676042556763},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5259934663772583},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.49677544832229614},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4252523183822632},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3947032690048218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3736840784549713},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.362700879573822},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3333076238632202},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.24485871195793152}],"concepts":[{"id":"https://openalex.org/C194051981","wikidata":"https://www.wikidata.org/wiki/Q1337691","display_name":"Economic shortage","level":3,"score":0.6624355316162109},{"id":"https://openalex.org/C2982944804","wikidata":"https://www.wikidata.org/wiki/Q26534","display_name":"Water consumption","level":2,"score":0.6606345772743225},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6257628798484802},{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.5518676042556763},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5259934663772583},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.49677544832229614},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4252523183822632},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3947032690048218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3736840784549713},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.362700879573822},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3333076238632202},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.24485871195793152},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2014/521973","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/521973","pdf_url":"https://downloads.hindawi.com/journals/jam/2014/521973.pdf","source":{"id":"https://openalex.org/S190082376","display_name":"Journal of Applied Mathematics","issn_l":"1110-757X","issn":["1110-757X","1687-0042"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Mathematics","raw_type":"journal-article"},{"id":"pmh:oai:CULeuclid:euclid.jam/1425305870","is_oa":false,"landing_page_url":"https://projecteuclid.org/euclid.jam/1425305870","pdf_url":null,"source":{"id":"https://openalex.org/S4306400787","display_name":"Project Euclid (Cornell University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:RePEc:hin:jnljam:521973","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/JAM/2014/521973.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:a7ebb6fa9596446ba270b4c270b3844b","is_oa":true,"landing_page_url":"https://doaj.org/article/a7ebb6fa9596446ba270b4c270b3844b","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Applied Mathematics, Vol 2014 (2014)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2014/521973","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2014/521973","pdf_url":"https://downloads.hindawi.com/journals/jam/2014/521973.pdf","source":{"id":"https://openalex.org/S190082376","display_name":"Journal of Applied Mathematics","issn_l":"1110-757X","issn":["1110-757X","1687-0042"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Applied Mathematics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation","score":0.6200000047683716}],"awards":[{"id":"https://openalex.org/G158396777","display_name":null,"funder_award_id":"40901214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2439330353","display_name":null,"funder_award_id":"41171319","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2802911279","display_name":null,"funder_award_id":"Young","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2870525900","display_name":null,"funder_award_id":"Wuhan","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4338521858","display_name":null,"funder_award_id":"2009CAD015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4717809026","display_name":null,"funder_award_id":"41071104","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5776106672","display_name":null,"funder_award_id":"200950431203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","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":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2031892779.pdf","grobid_xml":"https://content.openalex.org/works/W2031892779.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W2011095560","https://openalex.org/W2074080256","https://openalex.org/W2092099178","https://openalex.org/W2112930360","https://openalex.org/W2115918167","https://openalex.org/W2356864916","https://openalex.org/W2367100698","https://openalex.org/W2379628789","https://openalex.org/W2381658738","https://openalex.org/W2382040627","https://openalex.org/W2384070843","https://openalex.org/W2384663572","https://openalex.org/W2385270875"],"related_works":["https://openalex.org/W2509147714","https://openalex.org/W2579473328","https://openalex.org/W46955353","https://openalex.org/W4239898203","https://openalex.org/W2955295882","https://openalex.org/W2603666417","https://openalex.org/W2145869671","https://openalex.org/W2563217655","https://openalex.org/W2357816140","https://openalex.org/W2586833044"],"abstract_inverted_index":{"Water":[0],"shortage":[1],"is":[2,18],"one":[3],"of":[4,15,26,45,58,80,115,129,140,159],"the":[5,23,30,40,43,62,65,78,81,85,101,111,130,134,141,152,163],"main":[6],"factors":[7],"limiting":[8],"urban":[9],"construction":[10],"and":[11,38,113],"development.":[12],"Scientific":[13],"forecasting":[14],"water":[16,27,47,92,125,185],"consumption":[17,93],"an":[19,36],"important":[20],"approach":[21],"for":[22,95,180],"rational":[24],"allocation":[25],"resources.":[28],"Taking":[29],"hospitals":[31,96],"in":[32,97,123,172],"Wuhan":[33,98],"City":[34,99],"as":[35],"example":[37],"basing":[39],"analysis":[41],"on":[42,84],"characteristics":[44],"actual":[46,89],"consumption,":[48],"we":[49,170],"proposed":[50],"a":[51,147,177],"modified":[52,117,142,164],"grey":[53,63,118,154,165],"GM":[54,119,155,166],"(0,":[55,120,156,167],"1\u2223sin)":[56,121,157,168],"model":[57,75,122,143,158,169],"oscillation":[59,160],"sequence.":[60,87],"Using":[61],"theory,":[64],"variable":[66],"weight-strengthening":[67],"buffer":[68],"operator":[69],"(VWSBO)":[70],"was":[71,144],"introduced":[72],"into":[73],"this":[74,116,173],"to":[76,105,109,183],"weaken":[77],"interference":[79],"disturbance":[82],"term":[83],"data":[86,94],"The":[88],"quarterly":[90],"total":[91],"during":[100],"period":[102],"from":[103],"2010":[104],"2012":[106],"were":[107],"used":[108],"verify":[110],"effectiveness":[112],"practicality":[114],"predicting":[124],"consumption.":[126,186],"In":[127],"terms":[128],"model\u2019s":[131],"fitting":[132],"performance,":[133],"mean":[135],"absolute":[136],"percentage":[137],"error":[138],"(MAPE)":[139],"3.77%,":[145],"indicating":[146],"higher":[148],"prediction":[149],"accuracy":[150],"than":[151],"traditional":[153],"sequences.":[161],"Therefore,":[162],"established":[171],"study":[174],"can":[175],"provide":[176],"scientific":[178],"reference":[179],"administrative":[181],"departments":[182],"forecast":[184]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}