{"id":"https://openalex.org/W2077422029","doi":"https://doi.org/10.4018/jsds.2012010105","title":"Estimating the Global Demand of Photovoltaic System","display_name":"Estimating the Global Demand of Photovoltaic System","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2077422029","doi":"https://doi.org/10.4018/jsds.2012010105","mag":"2077422029"},"language":"en","primary_location":{"id":"doi:10.4018/jsds.2012010105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jsds.2012010105","pdf_url":null,"source":{"id":"https://openalex.org/S11317544","display_name":"International Journal of Strategic Decision Sciences","issn_l":"1947-8569","issn":["1947-8569","1947-8577"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Strategic Decision Sciences","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/A5054851354","display_name":"Yi\u2010Fen Chen","orcid":"https://orcid.org/0000-0002-8813-6740"},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Fen Chen","raw_affiliation_strings":["Chung Yuan Christian University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087276018","display_name":"Bi-Chu Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I12509574","display_name":"Jinwen University of Science and Technology","ror":"https://ror.org/03dr26375","country_code":"TW","type":"education","lineage":["https://openalex.org/I12509574"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bi-Chu Chen","raw_affiliation_strings":["Jinwen University of Science and Technology, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jinwen University of Science and Technology, Taiwan","institution_ids":["https://openalex.org/I12509574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061033027","display_name":"Chia\u2010Wen Tsai","orcid":"https://orcid.org/0000-0002-6698-7747"},"institutions":[{"id":"https://openalex.org/I192703390","display_name":"Ming Chuan University","ror":"https://ror.org/02pgvzy25","country_code":"TW","type":"education","lineage":["https://openalex.org/I192703390"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Wen Tsai","raw_affiliation_strings":["Ming Chuan University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ming Chuan University, Taiwan","institution_ids":["https://openalex.org/I192703390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100687325","display_name":"Wen-Yu Chen","orcid":"https://orcid.org/0000-0003-4299-8764"},"institutions":[{"id":"https://openalex.org/I205612303","display_name":"Chinese Culture University","ror":"https://ror.org/04shepe48","country_code":"TW","type":"education","lineage":["https://openalex.org/I205612303"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Wen-Yu Chen","raw_affiliation_strings":["Chinese Culture University, Taiwan","Chinese Culture University , Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Culture University, Taiwan","institution_ids":["https://openalex.org/I205612303"]},{"raw_affiliation_string":"Chinese Culture University , Taiwan","institution_ids":["https://openalex.org/I205612303"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005834106","display_name":"Lee-Wei Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I151221077","display_name":"Chung Yuan Christian University","ror":"https://ror.org/02w8ws377","country_code":"TW","type":"education","lineage":["https://openalex.org/I151221077"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Lee-Wei Wei","raw_affiliation_strings":["Chung Yuan Christian University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chung Yuan Christian University, Taiwan","institution_ids":["https://openalex.org/I151221077"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1698307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"1","first_page":"120","last_page":"128"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.953000009059906,"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/T14369","display_name":"Diverse Interdisciplinary Research Innovations","score":0.9456999897956848,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7607225179672241},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.60191810131073},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.507174015045166},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.4921254515647888},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4692007899284363},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.4475645124912262},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.44638702273368835},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.42855194211006165},{"id":"https://openalex.org/keywords/industrial-organization","display_name":"Industrial organization","score":0.3490569591522217},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.32482433319091797},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.29982227087020874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2889435887336731},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.25489330291748047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1600988507270813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1555871069431305}],"concepts":[{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7607225179672241},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.60191810131073},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.507174015045166},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4921254515647888},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4692007899284363},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4475645124912262},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.44638702273368835},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42855194211006165},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3490569591522217},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.32482433319091797},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.29982227087020874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2889435887336731},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.25489330291748047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1600988507270813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1555871069431305},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jsds.2012010105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jsds.2012010105","pdf_url":null,"source":{"id":"https://openalex.org/S11317544","display_name":"International Journal of Strategic Decision Sciences","issn_l":"1947-8569","issn":["1947-8569","1947-8577"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Strategic Decision Sciences","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jsds00:v:3:y:2012:i:1:p:120-128","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jsds.2012010105","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"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1577818368","https://openalex.org/W1965425305","https://openalex.org/W1976434118","https://openalex.org/W1986351661","https://openalex.org/W1993357024","https://openalex.org/W1998364236","https://openalex.org/W2002556393","https://openalex.org/W2007677986","https://openalex.org/W2013338614","https://openalex.org/W2013377700","https://openalex.org/W2031118743","https://openalex.org/W2053888833","https://openalex.org/W2057790487","https://openalex.org/W2058937739","https://openalex.org/W2066562130","https://openalex.org/W2076023964","https://openalex.org/W2097134841","https://openalex.org/W2100298399","https://openalex.org/W2107116457","https://openalex.org/W2139840437","https://openalex.org/W2143369485","https://openalex.org/W2169616177","https://openalex.org/W4237547911"],"related_works":["https://openalex.org/W2560215812","https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2949601986","https://openalex.org/W2788972299","https://openalex.org/W821205410","https://openalex.org/W2521347458","https://openalex.org/W2382628689","https://openalex.org/W2766130412"],"abstract_inverted_index":{"The":[0,55,78],"purpose":[1],"of":[2,12,16,52,122,125,155],"this":[3],"research":[4,117],"is":[5,67],"to":[6,37,47,75,86,89,103,133,147,151],"predict":[7],"the":[8,17,21,25,32,39,49,58,64,90,94,98,119,126,135,138,142,153,159],"total":[9],"market":[10],"demand":[11],"photovoltaic":[13],"(PV)":[14],"system":[15],"world.":[18],"By":[19],"using":[20],"Grey":[22],"forecasting":[23],"model,":[24],"results":[26],"were":[27],"precise":[28],"and":[29,46,109],"valid.":[30],"Then,":[31,97],"sensitivity":[33],"analysis":[34],"was":[35,60,82],"conducted":[36],"select":[38],"most":[40],"appropriate":[41],"horizontal":[42],"adjusting":[43],"factor":[44],"(HAF)":[45],"determine":[48],"growth":[50,65,120],"type":[51,121],"PV":[53,123,156],"industry.":[54],"result":[56,143],"showed":[57,105],"HAF":[59],"0.4,":[61],"which":[62],"indicated":[63],"speed":[66,71],"in":[68,93,114,137,158],"a":[69],"low":[70],"but":[72],"very":[73],"close":[74],"normal":[76],"speed.":[77],"average":[79],"residual":[80],"error":[81],"10.5%":[83],"from":[84,101],"1995":[85],"2007":[87],"compared":[88],"actual":[91],"value":[92,100],"same":[95],"period.":[96],"forecasted":[99],"2008":[102],"2011":[104],"an":[106],"increasing":[107],"shape":[108],"would":[110],"reach":[111],"8554.9":[112],"MW":[113],"2011.":[115],"This":[116],"found":[118],"industry":[124,157],"world,":[127],"offering":[128],"meaningful":[129],"information":[130],"for":[131],"firms":[132],"decide":[134],"strategy":[136],"future.":[139,160],"For":[140],"government,":[141],"could":[144],"also":[145],"help":[146],"implement":[148],"adequate":[149],"policies":[150],"support":[152],"development":[154]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
