Publication Information

{'id': 'https://openalex.org/W4400591661', 'doi': 'https://doi.org/10.3844/ajassp.2024.15.27', 'title': 'Multiple Linear Regression to Predict Electrical Energy Consumption Based on Meteorological Data: Application to Some Sites Supplied by the CEB in Togo', 'display_name': 'Multiple Linear Regression to Predict Electrical Energy Consumption Based on Meteorological Data: Application to Some Sites Supplied by the CEB in Togo', 'publication_year': 2024, 'publication_date': '2024-01-01', 'ids': {'openalex': 'https://openalex.org/W4400591661', 'doi': 'https://doi.org/10.3844/ajassp.2024.15.27'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.3844/ajassp.2024.15.27', 'pdf_url': 'https://thescipub.com/pdf/ajassp.2024.15.27.pdf', 'source': {'id': 'https://openalex.org/S33447932', 'display_name': 'American Journal of Applied Sciences', 'issn_l': '1546-9239', 'issn': ['1546-9239', '1554-3641'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4322697006', 'host_organization_name': 'Science Publications', 'host_organization_lineage': ['https://openalex.org/P4322697006'], 'host_organization_lineage_names': ['Science Publications'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'gold', 'oa_url': 'https://thescipub.com/pdf/ajassp.2024.15.27.pdf', 'any_repository_has_fulltext': False}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5093414600', 'display_name': 'Apaloo Bara Komla Kpomonè', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Apaloo Bara Komla Kpomonè', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5093414600', 'display_name': 'Apaloo Bara Komla Kpomonè', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Apaloo Bara Komla Kpomonè', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5093414600', 'display_name': 'Apaloo Bara Komla Kpomonè', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Apaloo Bara Komla Kpomonè', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5093414601', 'display_name': 'Palanga Eyouléki Tcheyi Gnadi', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Palanga Eyouleki Tcheyi Gnadi', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5093414601', 'display_name': 'Palanga Eyouléki Tcheyi Gnadi', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Palanga Eyouleki Tcheyi Gnadi', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5093414601', 'display_name': 'Palanga Eyouléki Tcheyi Gnadi', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Palanga Eyouleki Tcheyi Gnadi', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Engineering Sciences Research Laboratory (LARSI), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Regional Excellence Center for Electricity Management (CERME) University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}, {'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5091799348', 'display_name': 'Yao Bokovi', 'orcid': 'https://orcid.org/0000-0003-4023-6520'}, 'institutions': [], 'countries': ['BJ', 'TG'], 'is_corresponding': False, 'raw_author_name': 'Bokovi Yao', 'raw_affiliation_strings': ['Department of Operations Management, Electric Community of Benin (CEB), Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Operations Management, Electric Community of Benin (CEB), Lomé, Togo', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5091799348', 'display_name': 'Yao Bokovi', 'orcid': 'https://orcid.org/0000-0003-4023-6520'}, 'institutions': [], 'countries': ['BJ', 'TG'], 'is_corresponding': False, 'raw_author_name': 'Bokovi Yao', 'raw_affiliation_strings': ['Department of Operations Management, Electric Community of Benin (CEB), Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Operations Management, Electric Community of Benin (CEB), Lomé, Togo', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5091799348', 'display_name': 'Yao Bokovi', 'orcid': 'https://orcid.org/0000-0003-4023-6520'}, 'institutions': [], 'countries': ['BJ', 'TG'], 'is_corresponding': False, 'raw_author_name': 'Bokovi Yao', 'raw_affiliation_strings': ['Department of Operations Management, Electric Community of Benin (CEB), Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Operations Management, Electric Community of Benin (CEB), Lomé, Togo', 'institution_ids': []}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5104427262', 'display_name': 'Kuevidjen Dosseh', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I140494188', 'display_name': 'Université de Technologie de Troyes', 'ror': 'https://ror.org/01qhqcj41', 'country_code': 'FR', 'type': 'education', 'lineage': ['https://openalex.org/I140494188']}, {'id': 'https://openalex.org/I1294671590', 'display_name': 'Centre National de la Recherche Scientifique', 'ror': 'https://ror.org/02feahw73', 'country_code': 'FR', 'type': 'government', 'lineage': ['https://openalex.org/I1294671590']}], 'countries': ['FR'], 'is_corresponding': False, 'raw_author_name': 'Kuevidjen Dosseh', 'raw_affiliation_strings': ['Laboratory Light, Nanomaterials and Nanotechnology -L2n CNRS UMR 7076, Troyes University of Technology, Troyes, France'], 'affiliations': [{'raw_affiliation_string': 'Laboratory Light, Nanomaterials and Nanotechnology -L2n CNRS UMR 7076, Troyes University of Technology, Troyes, France', 'institution_ids': ['https://openalex.org/I140494188', 'https://openalex.org/I1294671590']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5104427263', 'display_name': 'Nomenyo Komla', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I4287427', 'display_name': 'University of Lomé', 'ror': 'https://ror.org/00wc07928', 'country_code': 'TG', 'type': 'education', 'lineage': ['https://openalex.org/I4287427']}], 'countries': ['TG'], 'is_corresponding': False, 'raw_author_name': 'Nomenyo Komla', 'raw_affiliation_strings': ['Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo'], 'affiliations': [{'raw_affiliation_string': 'Department of Electrical Engineering, Ecole Polytechnique de Lomé (EPL), University of Lomé, Lomé, Togo', 'institution_ids': ['https://openalex.org/I4287427']}]}], 'institution_assertions': [], 'countries_distinct_count': 3, 'institutions_distinct_count': 3, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 0.0, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 0, 'citation_normalized_percentile': {'value': 0.0, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 0, 'max': 84}, 'biblio': {'volume': '21', 'issue': '1', 'first_page': '15', 'last_page': '27'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T11052', 'display_name': 'Energy Load and Power Forecasting', 'score': 0.9998, '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/T11052', 'display_name': 'Energy Load and Power Forecasting', 'score': 0.9998, '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/T11276', 'display_name': 'Solar Radiation and Photovoltaics', 'score': 0.9935, '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'}}, {'id': 'https://openalex.org/T10688', 'display_name': 'Image and Signal Denoising Methods', 'score': 0.962, 'subfield': {'id': 'https://openalex.org/subfields/1707', 'display_name': 'Computer Vision and Pattern Recognition'}, '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/electric-energy-consumption', 'display_name': 'Electric energy consumption', 'score': 0.48280418}], 'concepts': [{'id': 'https://openalex.org/C139945424', 'wikidata': 'https://www.wikidata.org/wiki/Q1940696', 'display_name': 'Mean squared error', 'level': 2, 'score': 0.83384705}, {'id': 'https://openalex.org/C48921125', 'wikidata': 'https://www.wikidata.org/wiki/Q10861030', 'display_name': 'Linear regression', 'level': 2, 'score': 0.72649}, {'id': 'https://openalex.org/C150217764', 'wikidata': 'https://www.wikidata.org/wiki/Q6803607', 'display_name': 'Mean absolute percentage error', 'level': 3, 'score': 0.6272585}, {'id': 'https://openalex.org/C161067210', 'wikidata': 'https://www.wikidata.org/wiki/Q1464943', 'display_name': 'Wind speed', 'level': 2, 'score': 0.62081516}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.609848}, {'id': 'https://openalex.org/C2780092901', 'wikidata': 'https://www.wikidata.org/wiki/Q3433612', 'display_name': 'Correlation coefficient', 'level': 2, 'score': 0.60782003}, {'id': 'https://openalex.org/C158960510', 'wikidata': 'https://www.wikidata.org/wiki/Q180600', 'display_name': 'Relative humidity', 'level': 2, 'score': 0.56725335}, {'id': 'https://openalex.org/C55078378', 'wikidata': 'https://www.wikidata.org/wiki/Q1136628', 'display_name': 'Pearson product-moment correlation coefficient', 'level': 2, 'score': 0.5559189}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.54885507}, {'id': 'https://openalex.org/C128990827', 'wikidata': 'https://www.wikidata.org/wiki/Q192830', 'display_name': 'Coefficient of determination', 'level': 2, 'score': 0.5412431}, {'id': 'https://openalex.org/C152877465', 'wikidata': 'https://www.wikidata.org/wiki/Q208042', 'display_name': 'Regression analysis', 'level': 2, 'score': 0.51164824}, {'id': 'https://openalex.org/C2779027077', 'wikidata': 'https://www.wikidata.org/wiki/Q29954', 'display_name': 'Electric energy consumption', 'level': 4, 'score': 0.48280418}, {'id': 'https://openalex.org/C153294291', 'wikidata': 'https://www.wikidata.org/wiki/Q25261', 'display_name': 'Meteorology', 'level': 1, 'score': 0.45358944}, {'id': 'https://openalex.org/C46423501', 'wikidata': 'https://www.wikidata.org/wiki/Q830654', 'display_name': 'Irradiance', 'level': 2, 'score': 0.444067}, {'id': 'https://openalex.org/C122383733', 'wikidata': 'https://www.wikidata.org/wiki/Q865920', 'display_name': 'Approximation error', 'level': 2, 'score': 0.43547946}, {'id': 'https://openalex.org/C107054158', 'wikidata': 'https://www.wikidata.org/wiki/Q25257', 'display_name': 'Precipitation', 'level': 2, 'score': 0.43052375}, {'id': 'https://openalex.org/C39432304', 'wikidata': 'https://www.wikidata.org/wiki/Q188847', 'display_name': 'Environmental science', 'level': 0, 'score': 0.3739763}, {'id': 'https://openalex.org/C205649164', 'wikidata': 'https://www.wikidata.org/wiki/Q1071', 'display_name': 'Geography', 'level': 0, 'score': 0.123998165}, {'id': 'https://openalex.org/C29592376', 'wikidata': 'https://www.wikidata.org/wiki/Q206799', 'display_name': 'Electric energy', 'level': 3, 'score': 0.081952095}, {'id': 'https://openalex.org/C163258240', 'wikidata': 'https://www.wikidata.org/wiki/Q25342', 'display_name': 'Power (physics)', 'level': 2, 'score': 0.0}, {'id': 'https://openalex.org/C121332964', 'wikidata': 'https://www.wikidata.org/wiki/Q413', 'display_name': 'Physics', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C62520636', 'wikidata': 'https://www.wikidata.org/wiki/Q944', 'display_name': 'Quantum mechanics', 'level': 1, 'score': 0.0}], 'mesh': [], 'locations_count': 1, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.3844/ajassp.2024.15.27', 'pdf_url': 'https://thescipub.com/pdf/ajassp.2024.15.27.pdf', 'source': {'id': 'https://openalex.org/S33447932', 'display_name': 'American Journal of Applied Sciences', 'issn_l': '1546-9239', 'issn': ['1546-9239', '1554-3641'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4322697006', 'host_organization_name': 'Science Publications', 'host_organization_lineage': ['https://openalex.org/P4322697006'], 'host_organization_lineage_names': ['Science Publications'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.3844/ajassp.2024.15.27', 'pdf_url': 'https://thescipub.com/pdf/ajassp.2024.15.27.pdf', 'source': {'id': 'https://openalex.org/S33447932', 'display_name': 'American Journal of Applied Sciences', 'issn_l': '1546-9239', 'issn': ['1546-9239', '1554-3641'], 'is_oa': True, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4322697006', 'host_organization_name': 'Science Publications', 'host_organization_lineage': ['https://openalex.org/P4322697006'], 'host_organization_lineage_names': ['Science Publications'], 'type': 'journal'}, 'license': None, 'license_id': None, 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'id': 'https://metadata.un.org/sdg/7', 'score': 0.83, 'display_name': 'Affordable and clean energy'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 17, 'referenced_works': ['https://openalex.org/W2000164913', 'https://openalex.org/W2047143310', 'https://openalex.org/W2110572572', 'https://openalex.org/W2151240965', 'https://openalex.org/W2415966613', 'https://openalex.org/W2565385058', 'https://openalex.org/W2787132984', 'https://openalex.org/W2937767201', 'https://openalex.org/W2946751145', 'https://openalex.org/W2949944357', 'https://openalex.org/W2965017818', 'https://openalex.org/W3126518841', 'https://openalex.org/W3134249375', 'https://openalex.org/W4317254367', 'https://openalex.org/W4380878302', 'https://openalex.org/W4382562511', 'https://openalex.org/W96398421'], 'related_works': ['https://openalex.org/W4386935599', 'https://openalex.org/W4360987692', 'https://openalex.org/W3200959266', 'https://openalex.org/W3104646155', 'https://openalex.org/W2587070855', 'https://openalex.org/W2270594946', 'https://openalex.org/W2258403645', 'https://openalex.org/W2136152605', 'https://openalex.org/W2087911819', 'https://openalex.org/W1978221571'], 'abstract_inverted_index': {'The': [0, 31, 45, 62, 81, 243], 'prediction': [1], 'model': [2, 182, 211], 'developed': [3], 'in': [4, 38, 59, 269], 'this': [5, 36, 252, 291], 'article': [6], 'is': [7, 33, 93, 132, 149, 183, 199, 212, 260, 276, 287], 'based': [8], 'on': [9], 'the': [10, 17, 23, 26, 54, 60, 96, 121, 151, 171, 175, 180, 206, 209, 215, 235, 249, 264, 270, 282], 'use': [11], 'of': [12, 19, 25, 29, 123, 129, 140, 251, 284], 'meteorological': [13, 257], 'variables': [14, 64], 'to': [15, 34, 40, 43, 88, 119, 262, 266, 280, 289], 'estimate': [16], 'consumption': [18, 37, 203], 'electrical': [20], 'energy': [21], 'at': [22, 163, 170], 'substations': [24], 'Electric': [27], 'Community': [28], 'Benin.': [30], 'objective': [32], 'predict': [35, 263], 'order': [39], 'adapt': [41], 'production': [42], 'it.': [44], 'posts': [46], '(Lomé': [47], 'Aflao,': [48], 'Légbasito,': [49], 'and': [50, 77, 112, 144, 158, 167, 195, 198, 229], 'Lomé': [51], 'port)': [52], 'are': [53, 65, 238], 'targets': [55], 'that': [56, 179, 234, 255], 'were': [57, 117], 'used': [58, 94, 118], 'study.': [61, 292], 'input': [63], 'Relative': [66], 'Humidity': [67], '(H),': [68], 'Direct': [69], 'Normal': [70], 'Irradiance': [71], '(I),': [72], 'Precipitation': [73], '(P),': [74], 'Temperature': [75], '(T),': [76], 'wind': [78, 145], 'speed': [79, 146], '(V).': [80], 'data': [82], 'collection': [83], 'period': [84], 'extends': [85], 'from': [86, 256], '2019': [87], '2021.': [89], 'Multiple': [90], 'linear': [91, 113], 'regression': [92], 'as': [95, 274], 'algorithm.': [97], 'Mean': [98, 103], 'Absolute': [99], 'Error': [100, 105], '(MAE),': [101], 'root': [102, 107], 'Square': [104], '(MSE),': [106], 'mean': [108], 'square': [109], 'error': [110], '(RMSE),': [111], 'correlation': [114, 244], 'coefficient': [115, 245], '(R2)': [116], 'evaluate': [120], 'performance': [122], 'each': [124, 130], 'model.': [125], 'A': [126], 'statistical': [127], 'characterization': [128], 'variable': [131], 'carried': [133], 'out.': [134], 'It': [135], 'shows': [136], 'a': [137], 'good': [138, 201], 'distribution': [139], 'temperature,': [141], 'relative': [142], 'humidity,': [143], 'values.': [147], 'This': [148], 'not': [150, 200, 277], 'case': [152], 'for': [153, 202, 240], 'direct': [154], 'normal': [155], 'irradiance,': [156], 'precipitation,': [157], 'diffuse': [159], 'radiation.': [160], 'These': [161], 'latter': [162], 'times': [164], 'have': [165], 'zero': [166], 'extreme': [168], 'values': [169], 'same': [172], 'time.': [173], 'Furthermore,': [174], 'modeling': [176], 'results': [177, 250], 'show': [178, 254], 'worst': [181], 'IPV': [184], 'giving': [185, 219], 'MAE': [186, 220], '=': [187, 190, 193, 221, 224, 227, 231], '16.066;': [188], 'MSE': [189, 223], '385.847;': [191], 'RMSE': [192, 226], '19.643,': [194], 'R2': [196, 230, 246], '=21.021%,': [197], 'forecasting.': [204], 'On': [205], 'other': [207, 285], 'hand,': [208], 'best': [210], 'obtained': [213], 'by': [214], 'HIPTV': [216], 'configuration': [217], 'thus': [218], '13.214;': [222], '282.199;': [225], '16.798,': [228], '77.284%': [232], 'showing': [233], 'parameters': [236], 'considered': [237], 'necessary': [239, 288], 'its': [241], 'prediction.': [242], 'exceeds': [247], '50%,': [248], 'study': [253], 'data,': [258], 'it': [259, 275], 'possible': [261], 'power': [265], 'be': [267], 'consumed': [268], 'area': [271], 'considered.': [272], 'However,': [273], 'very': [278], 'close': [279], '1,': [281], 'exploration': [283], 'algorithms': [286], 'resume': [290]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4400591661', 'counts_by_year': [], 'updated_date': '2024-12-10T10:23:21.577828', 'created_date': '2024-07-13'}