{"id":"https://openalex.org/W2970627609","doi":"https://doi.org/10.1109/access.2019.2937627","title":"Multi-Criteria Spatial Decision Making Supportsystem for Renewable Energy Development in Kazakhstan","display_name":"Multi-Criteria Spatial Decision Making Supportsystem for Renewable Energy Development in Kazakhstan","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2970627609","doi":"https://doi.org/10.1109/access.2019.2937627","mag":"2970627609"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2937627","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937627","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08813086.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08813086.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067815466","display_name":"Ravil I. Mukhamediev","orcid":"https://orcid.org/0000-0002-3727-043X"},"institutions":[{"id":"https://openalex.org/I4210120196","display_name":"ISMA University","ror":"https://ror.org/03mhzg809","country_code":"LV","type":"education","lineage":["https://openalex.org/I4210120196"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Ravil I. Mukhamediev","raw_affiliation_strings":["Department of Natural Science and Information Technologies, ISMA University, Riga, Latvia"],"raw_orcid":"https://orcid.org/0000-0002-3727-043X","affiliations":[{"raw_affiliation_string":"Department of Natural Science and Information Technologies, ISMA University, Riga, Latvia","institution_ids":["https://openalex.org/I4210120196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073306421","display_name":"Renat Mustakayev","orcid":"https://orcid.org/0000-0002-7341-0452"},"institutions":[{"id":"https://openalex.org/I185571130","display_name":"Al-Farabi Kazakh National University","ror":"https://ror.org/03q0vrn42","country_code":"KZ","type":"education","lineage":["https://openalex.org/I185571130"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Renat Mustakayev","raw_affiliation_strings":["Faculty of Information Technology, Al-Farabi Kazakh National University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-7341-0452","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Al-Farabi Kazakh National University, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I185571130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020514733","display_name":"Kirill Yakunin","orcid":"https://orcid.org/0000-0002-7378-9212"},"institutions":[{"id":"https://openalex.org/I204275683","display_name":"Satbayev University","ror":"https://ror.org/020cpsb96","country_code":"KZ","type":"education","lineage":["https://openalex.org/I204275683"]}],"countries":["KZ"],"is_corresponding":false,"raw_author_name":"Kirill Yakunin","raw_affiliation_strings":["Institute of Cybernetics and Information Technology, Satbayev University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-7378-9212","affiliations":[{"raw_affiliation_string":"Institute of Cybernetics and Information Technology, Satbayev University, Almaty, Kazakhstan","institution_ids":["https://openalex.org/I204275683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052408758","display_name":"\u0421. \u0412. \u041a\u0438\u0441\u0435\u043b\u0435\u0432\u0430","orcid":"https://orcid.org/0000-0001-5836-8615"},"institutions":[{"id":"https://openalex.org/I19880235","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69","country_code":"RU","type":"education","lineage":["https://openalex.org/I19880235"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sophia Kiseleva","raw_affiliation_strings":["Department of Geography, Lomonosov Moscow State University, Moscow, Russia"],"raw_orcid":"https://orcid.org/0000-0001-5836-8615","affiliations":[{"raw_affiliation_string":"Department of Geography, Lomonosov Moscow State University, Moscow, Russia","institution_ids":["https://openalex.org/I19880235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039375831","display_name":"Viktors Gopejenko","orcid":"https://orcid.org/0000-0002-7783-4519"},"institutions":[{"id":"https://openalex.org/I926082481","display_name":"Ventspils University of Applied Sciences","ror":"https://ror.org/03sc6wx59","country_code":"LV","type":"education","lineage":["https://openalex.org/I926082481"]}],"countries":["LV"],"is_corresponding":false,"raw_author_name":"Viktor Gopejenko","raw_affiliation_strings":["Faculty of Information Technology, Ventspils University of Applied Sciences, Ventspils, Latvia"],"raw_orcid":"https://orcid.org/0000-0002-7783-4519","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Ventspils University of Applied Sciences, Ventspils, Latvia","institution_ids":["https://openalex.org/I926082481"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.5476,"has_fulltext":true,"cited_by_count":41,"citation_normalized_percentile":{"value":0.94810173,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"122275","last_page":"122288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9904999732971191,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9904999732971191,"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/T13058","display_name":"Soil and Land Suitability Analysis","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9563000202178955,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.7180449962615967},{"id":"https://openalex.org/keywords/analytic-hierarchy-process","display_name":"Analytic hierarchy process","score":0.6623032689094543},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.6304236650466919},{"id":"https://openalex.org/keywords/geographic-information-system","display_name":"Geographic information system","score":0.5274893045425415},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.5248066186904907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5121660232543945},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.45965877175331116},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.43853580951690674},{"id":"https://openalex.org/keywords/environmental-resource-management","display_name":"Environmental resource management","score":0.4371771812438965},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3386777341365814},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.28281068801879883},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.2567621171474457},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2110094428062439},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.13581374287605286}],"concepts":[{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.7180449962615967},{"id":"https://openalex.org/C87345402","wikidata":"https://www.wikidata.org/wiki/Q485202","display_name":"Analytic hierarchy process","level":2,"score":0.6623032689094543},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.6304236650466919},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.5274893045425415},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.5248066186904907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5121660232543945},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.45965877175331116},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.43853580951690674},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.4371771812438965},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3386777341365814},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.28281068801879883},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.2567621171474457},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2110094428062439},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.13581374287605286},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2937627","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937627","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08813086.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3dac0c1032b14f5ea8a1163bd30f50c7","is_oa":true,"landing_page_url":"https://doaj.org/article/3dac0c1032b14f5ea8a1163bd30f50c7","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":"IEEE Access, Vol 7, Pp 122275-122288 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2937627","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2937627","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08813086.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G6399134556","display_name":null,"funder_award_id":"0168/GF4","funder_id":"https://openalex.org/F4320322726","funder_display_name":"Ministry of Education and Science of the Republic of Kazakhstan"},{"id":"https://openalex.org/G6908602664","display_name":null,"funder_award_id":"BR05236839","funder_id":"https://openalex.org/F4320322726","funder_display_name":"Ministry of Education and Science of the Republic of Kazakhstan"}],"funders":[{"id":"https://openalex.org/F4320322726","display_name":"Ministry of Education and Science of the Republic of Kazakhstan","ror":"https://ror.org/03pj6ge82"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2970627609.pdf","grobid_xml":"https://content.openalex.org/works/W2970627609.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W82857949","https://openalex.org/W1963538721","https://openalex.org/W1971456506","https://openalex.org/W1980459317","https://openalex.org/W1984582021","https://openalex.org/W2003511494","https://openalex.org/W2005186612","https://openalex.org/W2026061250","https://openalex.org/W2035168072","https://openalex.org/W2045630751","https://openalex.org/W2055822732","https://openalex.org/W2063493827","https://openalex.org/W2091295796","https://openalex.org/W2099158990","https://openalex.org/W2100535677","https://openalex.org/W2135007777","https://openalex.org/W2136050606","https://openalex.org/W2157614060","https://openalex.org/W2182043486","https://openalex.org/W2183271101","https://openalex.org/W2190060453","https://openalex.org/W2420832972","https://openalex.org/W2492000405","https://openalex.org/W2537082281","https://openalex.org/W2556338575","https://openalex.org/W2579701911","https://openalex.org/W2797194861","https://openalex.org/W2883559677","https://openalex.org/W2900083307","https://openalex.org/W2915239580","https://openalex.org/W2953570696","https://openalex.org/W3211807550","https://openalex.org/W6680112612","https://openalex.org/W6732647492","https://openalex.org/W6750328264","https://openalex.org/W6764921752"],"related_works":["https://openalex.org/W4318028252","https://openalex.org/W4206658728","https://openalex.org/W2605508318","https://openalex.org/W2385683470","https://openalex.org/W2322155822","https://openalex.org/W2804188782","https://openalex.org/W4220704772","https://openalex.org/W3134416257","https://openalex.org/W1745582813","https://openalex.org/W3097899349"],"abstract_inverted_index":{"The":[0,28,52,190],"Republic":[1,29],"of":[2,7,13,21,30,34,38,43,54,68,75,96,117,127,138,146,149,154,161,168,186,199,201],"Kazakhstan":[3,31],"has":[4],"significant":[5],"deposits":[6],"fossil":[8],"fuels":[9],"and":[10,64,112,157,214],"is":[11,32,165],"one":[12,33],"the":[14,19,25,35,39,66,73,76,97,128,136,144,150,162,166,177,187,207,211,220],"largest":[15],"energy":[16,56,77],"producers":[17],"among":[18],"countries":[20,37],"Central":[22],"Asia.":[23],"At":[24],"same":[26],"time,":[27],"richest":[36],"world":[40],"in":[41,152,174,196],"terms":[42,153],"renewable":[44],"resources,":[45],"evaluated":[46],"to":[47,79,93,100,134],"over":[48],"1000":[49],"billion":[50],"kWh/year.":[51],"application":[53],"therenewable":[55],"sources":[57],"(RES),":[58],"both":[59],"on":[60,206,210],"a":[61,69,80,101,147,193,223],"large":[62],"scale":[63],"at":[65],"level":[67],"single":[70],"household,":[71],"ensures":[72],"transformation":[74,95],"system":[78,110,132,221],"\u201cgreen":[81],"state\u201d.":[82],"However,":[83],"these":[84],"initiatives":[85],"should":[86],"be":[87,123],"substantiated":[88],"by":[89],"relevant":[90],"supportive":[91],"information":[92],"promote":[94],"country's":[98],"economy":[99],"qualitative":[102],"ecological":[103],"state.The":[104],"paper":[105],"covers":[106],"developed":[107,131],"multi-criteria":[108],"decision-making":[109],"(MCDM)":[111],"software":[113],"tools":[114],"for":[115,125],"processing":[116],"spatial":[118],"heterogeneous":[119],"data":[120,209],"which":[121,180],"could":[122],"applied":[124],"evaluation":[126],"RES":[129,140],"potential.The":[130],"serves":[133],"evaluate":[135],"potential":[137],"usable":[139],"as":[141],"it":[142],"allows":[143,181,192],"assessment":[145],"territory":[148,188],"country":[151],"installing":[155],"photovoltaic":[156],"wind":[158,215],"generators.A":[159],"feature":[160],"proposed":[163],"MCDM":[164],"use":[167],"an":[169,197],"analytical":[170],"hierarchical":[171],"process":[172],"(AHP)":[173],"combination":[175],"with":[176],"Bayesian":[178],"approach,":[179],"obtaining":[182],"two":[183],"complementary":[184],"assessments":[185],"areas.":[189],"method":[191],"rough":[194],"estimate":[195],"event":[198],"lack":[200],"data.The":[202],"verification":[203],"performed":[204],"based":[205],"available":[208],"installed":[212],"solar":[213],"power":[216],"stations":[217],"shows":[218],"that":[219],"gives":[222],"relatively":[224],"small":[225],"root-mean-square":[226],"error":[227],"within":[228],"15%.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}