{"id":"https://openalex.org/W7162238121","doi":"https://doi.org/10.1016/j.jpcs.2026.113858","title":"From material to smart grid: Multi-scale modeling of lead-free perovskite solar systems under realistic operating conditions","display_name":"From material to smart grid: Multi-scale modeling of lead-free perovskite solar systems under realistic operating conditions","publication_year":2026,"publication_date":"2026-05-25","ids":{"openalex":"https://openalex.org/W7162238121","doi":"https://doi.org/10.1016/j.jpcs.2026.113858"},"language":"en","primary_location":{"id":"doi:10.1016/j.jpcs.2026.113858","doi":"https://doi.org/10.1016/j.jpcs.2026.113858","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jpcs.2026.113858","pdf_url":null,"source":{"id":"https://openalex.org/S171512606","display_name":"Journal of Physics and Chemistry of Solids","issn_l":"0022-3697","issn":["0022-3697","1879-2553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics and Chemistry of Solids","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W7162238121"],"child_works_count":0,"type":"article","is_traditional":true,"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/A5057251344","display_name":"Najoua Fangachi","orcid":"https://orcid.org/0000-0003-4145-2241","observed_orcids":["https://orcid.org/0000-0003-4145-2241"]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"N. Fangachi","raw_affiliation_strings":["Applied Mathematics and Computer Sciences Team, Higher Normal School, Abdelmalek Essaadi University, Tetouan, Morocco"],"raw_orcid":"https://orcid.org/0000-0003-4145-2241","affiliations":[{"raw_affiliation_string":"Applied Mathematics and Computer Sciences Team, Higher Normal School, Abdelmalek Essaadi University, Tetouan, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059041421","display_name":"Ilyas Chabri","orcid":"https://orcid.org/0000-0002-1531-848X","observed_orcids":["https://orcid.org/0000-0002-1531-848X"]},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]},{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"I. Chabri","raw_affiliation_strings":["LM2A, Department of Physics, Faculty of Science Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fes, 30000, Morocco","Laboratory of Materials Physics and Systems Modelling (LP2MS), Physics Department, Faculty of Science, University Moulay Ismail, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LM2A, Department of Physics, Faculty of Science Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fes, 30000, Morocco","institution_ids":["https://openalex.org/I81605866"]},{"raw_affiliation_string":"Laboratory of Materials Physics and Systems Modelling (LP2MS), Physics Department, Faculty of Science, University Moulay Ismail, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5136890853","display_name":"O. Fangachi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"O. Fangachi","raw_affiliation_strings":["Applied Mathematics and Computer Sciences Team, Higher Normal School, Abdelmalek Essaadi University, Tetouan, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Mathematics and Computer Sciences Team, Higher Normal School, Abdelmalek Essaadi University, Tetouan, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086437212","display_name":"Madiha Yessari","orcid":"https://orcid.org/0000-0002-1732-703X","observed_orcids":["https://orcid.org/0000-0002-1732-703X"]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"M. Yessari","raw_affiliation_strings":["Laboratory of Engineering Sciences for Energy, National School of Applied Sciences, Chouaib Doukkali University, El Jadida, 24002, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Sciences for Energy, National School of Applied Sciences, Chouaib Doukkali University, El Jadida, 24002, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056082756","display_name":"H. Lemziouka","orcid":"https://orcid.org/0000-0001-6665-2640","observed_orcids":["https://orcid.org/0000-0001-6665-2640"]},"institutions":[{"id":"https://openalex.org/I81605866","display_name":"Sidi Mohamed Ben Abdellah University","ror":"https://ror.org/04efg9a07","country_code":"MA","type":"education","lineage":["https://openalex.org/I81605866"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"H. Lemziouka","raw_affiliation_strings":["LM2A, Department of Physics, Faculty of Science Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fes, 30000, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LM2A, Department of Physics, Faculty of Science Dhar El Mahraz, Sidi Mohamed Ben Abdellah University, Fes, 30000, Morocco","institution_ids":["https://openalex.org/I81605866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129024260","display_name":"A. Hajjaji","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210125507","display_name":"Chouaib Doukkali University","ror":"https://ror.org/036kgyt43","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210125507"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"A. Hajjaji","raw_affiliation_strings":["Laboratory of Engineering Sciences for Energy, National School of Applied Sciences, Chouaib Doukkali University, El Jadida, 24002, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Engineering Sciences for Energy, National School of Applied Sciences, Chouaib Doukkali University, El Jadida, 24002, Morocco","institution_ids":["https://openalex.org/I4210125507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5057251344","https://openalex.org/A5059041421"],"corresponding_institution_ids":["https://openalex.org/I240042149","https://openalex.org/I4210153608","https://openalex.org/I81605866"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":null,"fwci":1.3169,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73676692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"217","issue":null,"first_page":"113858","last_page":"113858"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10247","display_name":"Perovskite Materials and Applications","score":0.7759000062942505,"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/T10247","display_name":"Perovskite Materials and Applications","score":0.7759000062942505,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.10249999910593033,"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"}},{"id":"https://openalex.org/T12838","display_name":"Photovoltaic Systems and Sustainability","score":0.012000000104308128,"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/lead-free-perovskite-solar-cells","display_name":"lead-free perovskite solar cells","score":0.9950000047683716},{"id":"https://openalex.org/keywords/fasni3","display_name":"FASnI3","score":0.8029999732971191},{"id":"https://openalex.org/keywords/tio2-electron-transport-layer","display_name":"TiO2 electron transport layer","score":0.9240000247955322},{"id":"https://openalex.org/keywords/scaps-1d","display_name":"SCAPS-1D","score":0.8320000171661377},{"id":"https://openalex.org/keywords/absorber-thickness","display_name":"absorber thickness","score":0.8669999837875366},{"id":"https://openalex.org/keywords/photovoltaic-arrays","display_name":"photovoltaic arrays","score":0.7020000219345093},{"id":"https://openalex.org/keywords/building-integrated-photovoltaics","display_name":"building-integrated photovoltaics","score":0.824999988079071},{"id":"https://openalex.org/keywords/smart-energy-management","display_name":"smart energy management","score":0.7419999837875366},{"id":"https://openalex.org/keywords/battery-energy-storage","display_name":"battery energy storage","score":0.9459999799728394},{"id":"https://openalex.org/keywords/electric-vehicle-charging","display_name":"electric vehicle charging","score":0.9509999752044678},{"id":"https://openalex.org/keywords/smart-grid","display_name":"smart grid","score":0.796999990940094},{"id":"https://openalex.org/keywords/zero-carbon-buildings","display_name":"zero-carbon buildings","score":0.5239999890327454}],"concepts":[{"id":"https://openalex.org/C155011858","wikidata":"https://www.wikidata.org/wiki/Q3036449","display_name":"Perovskite (structure)","level":2,"score":0.6848000288009644},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5877000093460083},{"id":"https://openalex.org/C61696701","wikidata":"https://www.wikidata.org/wiki/Q770766","display_name":"Engineering physics","level":1,"score":0.3497999906539917},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.33649998903274536},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.31540000438690186},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.2630000114440918},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.2574000060558319},{"id":"https://openalex.org/C2780824857","wikidata":"https://www.wikidata.org/wiki/Q58803","display_name":"Solar cell","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C542589376","wikidata":"https://www.wikidata.org/wiki/Q192127","display_name":"Photovoltaics","level":3,"score":0.22789999842643738},{"id":"https://openalex.org/C31555180","wikidata":"https://www.wikidata.org/wiki/Q3523867","display_name":"Material properties","level":2,"score":0.22589999437332153}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.jpcs.2026.113858","doi":"https://doi.org/10.1016/j.jpcs.2026.113858","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jpcs.2026.113858","pdf_url":null,"source":{"id":"https://openalex.org/S171512606","display_name":"Journal of Physics and Chemistry of Solids","issn_l":"0022-3697","issn":["0022-3697","1879-2553"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-1","norway-1","poland-70","russia-white-list-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics and Chemistry of Solids","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":1.0,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"},{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.875,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"},{"score":0.821399986743927,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":101,"referenced_works":["https://openalex.org/W1887143528","https://openalex.org/W1987354170","https://openalex.org/W2006736200","https://openalex.org/W2118783923","https://openalex.org/W2511864954","https://openalex.org/W2512374251","https://openalex.org/W2522537150","https://openalex.org/W2565635275","https://openalex.org/W2617606264","https://openalex.org/W2734778715","https://openalex.org/W2770208924","https://openalex.org/W2774719911","https://openalex.org/W2775124624","https://openalex.org/W2781602658","https://openalex.org/W2783473290","https://openalex.org/W2790576502","https://openalex.org/W2794785523","https://openalex.org/W2800942400","https://openalex.org/W2883813169","https://openalex.org/W2883963666","https://openalex.org/W2891740555","https://openalex.org/W2891994237","https://openalex.org/W2905910884","https://openalex.org/W2918010482","https://openalex.org/W2922153651","https://openalex.org/W2984088511","https://openalex.org/W3005886256","https://openalex.org/W3007099258","https://openalex.org/W3016184013","https://openalex.org/W3042621569","https://openalex.org/W3045636687","https://openalex.org/W3111729017","https://openalex.org/W3125530165","https://openalex.org/W3135733845","https://openalex.org/W3135934986","https://openalex.org/W3140956861","https://openalex.org/W3165719878","https://openalex.org/W3176084108","https://openalex.org/W3179560197","https://openalex.org/W3196287007","https://openalex.org/W3200459567","https://openalex.org/W3217457136","https://openalex.org/W4206508177","https://openalex.org/W4214929223","https://openalex.org/W4220877476","https://openalex.org/W4220914701","https://openalex.org/W4220950134","https://openalex.org/W4225143153","https://openalex.org/W4226060732","https://openalex.org/W4283161854","https://openalex.org/W4289883481","https://openalex.org/W4293532925","https://openalex.org/W4307368001","https://openalex.org/W4308043873","https://openalex.org/W4308580126","https://openalex.org/W4310679756","https://openalex.org/W4313481798","https://openalex.org/W4318776414","https://openalex.org/W4320713334","https://openalex.org/W4321002470","https://openalex.org/W4323058930","https://openalex.org/W4361012775","https://openalex.org/W4379622575","https://openalex.org/W4384472210","https://openalex.org/W4385812198","https://openalex.org/W4386608071","https://openalex.org/W4387686386","https://openalex.org/W4388687786","https://openalex.org/W4389751770","https://openalex.org/W4390630974","https://openalex.org/W4391384105","https://openalex.org/W4393374201","https://openalex.org/W4394747254","https://openalex.org/W4395668423","https://openalex.org/W4399269049","https://openalex.org/W4399360181","https://openalex.org/W4401115450","https://openalex.org/W4401967370","https://openalex.org/W4402162698","https://openalex.org/W4402756082","https://openalex.org/W4404281872","https://openalex.org/W4405546835","https://openalex.org/W4406154871","https://openalex.org/W4406185109","https://openalex.org/W4406389668","https://openalex.org/W4406855441","https://openalex.org/W4406972188","https://openalex.org/W4407063371","https://openalex.org/W4407080612","https://openalex.org/W4407797730","https://openalex.org/W4408042533","https://openalex.org/W4408128040","https://openalex.org/W4408386998","https://openalex.org/W4408544401","https://openalex.org/W4412507429","https://openalex.org/W4412817949","https://openalex.org/W4412844240","https://openalex.org/W4413354240","https://openalex.org/W4415196100","https://openalex.org/W7117128480","https://openalex.org/W7151629110"],"related_works":["https://openalex.org/W4400597053","https://openalex.org/W7197012986","https://openalex.org/W7204737406","https://openalex.org/W7160440398","https://openalex.org/W7221052634","https://openalex.org/W7133344281","https://openalex.org/W2299117971","https://openalex.org/W7165009494","https://openalex.org/W7164237244","https://openalex.org/W4386742355"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-05-25T00:00:00"}