Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W2957056027', 'doi': 'https://doi.org/10.1016/j.rser.2019.109254', 'title': 'Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review', 'display_name': 'Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review', 'publication_year': 2019, 'publication_date': '2019-10-01', 'ids': {'openalex': 'https://openalex.org/W2957056027', 'doi': 'https://doi.org/10.1016/j.rser.2019.109254', 'mag': '2957056027'}, 'language': 'en', 'primary_location': {'is_oa': False, 'landing_page_url': 'https://doi.org/10.1016/j.rser.2019.109254', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S68497187', 'display_name': 'Renewable and Sustainable Energy Reviews', 'issn_l': '1364-0321', 'issn': ['1364-0321', '1879-0690'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, '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': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, 'type': 'review', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'green', 'oa_url': 'https://pure.qub.ac.uk/files/180469370/Estimation.pdf', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5100421757', 'display_name': 'Yi Li', 'orcid': 'https://orcid.org/0000-0003-2304-5802'}, 'institutions': [{'id': 'https://openalex.org/I67415387', 'display_name': 'Lancaster University', 'ror': 'https://ror.org/04f2nsd36', 'country_code': 'GB', 'type': 'education', 'lineage': ['https://openalex.org/I67415387']}, {'id': 'https://openalex.org/I13469542', 'display_name': 'Vrije Universiteit Brussel', 'ror': 'https://ror.org/006e5kg04', 'country_code': 'BE', 'type': 'education', 'lineage': ['https://openalex.org/I13469542']}, {'id': 'https://openalex.org/I4210156703', 'display_name': 'The Faraday Institution', 'ror': 'https://ror.org/05dt4bt98', 'country_code': 'GB', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I4210156703']}, {'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': ['BE', 'FR', 'GB'], 'is_corresponding': False, 'raw_author_name': 'Yi Li', 'raw_affiliation_strings': ['Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK', 'Department of Mobility, Logistics and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium', "The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK & ALISTORE European Research Institute, CNRS FR 3104, Hub de l'Energie, Rue Baudelocque, 80039, Amiens, France"], 'affiliations': [{'raw_affiliation_string': 'Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK', 'institution_ids': ['https://openalex.org/I67415387']}, {'raw_affiliation_string': 'Department of Mobility, Logistics and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium', 'institution_ids': ['https://openalex.org/I13469542']}, {'raw_affiliation_string': "The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK & ALISTORE European Research Institute, CNRS FR 3104, Hub de l'Energie, Rue Baudelocque, 80039, Amiens, France", 'institution_ids': ['https://openalex.org/I4210156703', 'https://openalex.org/I1294671590']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5075852451', 'display_name': 'Kailong Liu', 'orcid': 'https://orcid.org/0000-0002-3564-6966'}, 'institutions': [{'id': 'https://openalex.org/I39555362', 'display_name': 'University of Warwick', 'ror': 'https://ror.org/01a77tt86', 'country_code': 'GB', 'type': 'education', 'lineage': ['https://openalex.org/I39555362']}], 'countries': ['GB'], 'is_corresponding': True, 'raw_author_name': 'Kailong Liu', 'raw_affiliation_strings': ['WMG, University of Warwick, Coventry, CV4 7AL, UK'], 'affiliations': [{'raw_affiliation_string': 'WMG, University of Warwick, Coventry, CV4 7AL, UK', 'institution_ids': ['https://openalex.org/I39555362']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5021368967', 'display_name': 'Aoife Foley', 'orcid': 'https://orcid.org/0000-0001-6491-2592'}, 'institutions': [{'id': 'https://openalex.org/I126231945', 'display_name': "Queen's University Belfast", 'ror': 'https://ror.org/00hswnk62', 'country_code': 'GB', 'type': 'education', 'lineage': ['https://openalex.org/I126231945']}], 'countries': ['GB'], 'is_corresponding': False, 'raw_author_name': 'Aoife M. Foley', 'raw_affiliation_strings': ["School of Mechanical and Aerospace Engineering, Queen's University Belfast, Belfast BT9 5AH, UK"], 'affiliations': [{'raw_affiliation_string': "School of Mechanical and Aerospace Engineering, Queen's University Belfast, Belfast BT9 5AH, UK", 'institution_ids': ['https://openalex.org/I126231945']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5033356325', 'display_name': 'Alana Zülke', 'orcid': 'https://orcid.org/0000-0003-2274-0002'}, 'institutions': [{'id': 'https://openalex.org/I67415387', 'display_name': 'Lancaster University', 'ror': 'https://ror.org/04f2nsd36', 'country_code': 'GB', 'type': 'education', 'lineage': ['https://openalex.org/I67415387']}, {'id': 'https://openalex.org/I4210156703', 'display_name': 'The Faraday Institution', 'ror': 'https://ror.org/05dt4bt98', 'country_code': 'GB', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I4210156703']}, {'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', 'GB'], 'is_corresponding': False, 'raw_author_name': 'Alana Zülke', 'raw_affiliation_strings': ['Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK', "The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK & ALISTORE European Research Institute, CNRS FR 3104, Hub de l'Energie, Rue Baudelocque, 80039, Amiens, France"], 'affiliations': [{'raw_affiliation_string': 'Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK', 'institution_ids': ['https://openalex.org/I67415387']}, {'raw_affiliation_string': "The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK & ALISTORE European Research Institute, CNRS FR 3104, Hub de l'Energie, Rue Baudelocque, 80039, Amiens, France", 'institution_ids': ['https://openalex.org/I4210156703', 'https://openalex.org/I1294671590']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5043313727', 'display_name': 'Maitane Berecibar', 'orcid': 'https://orcid.org/0000-0002-9567-9866'}, 'institutions': [{'id': 'https://openalex.org/I13469542', 'display_name': 'Vrije Universiteit Brussel', 'ror': 'https://ror.org/006e5kg04', 'country_code': 'BE', 'type': 'education', 'lineage': ['https://openalex.org/I13469542']}], 'countries': ['BE'], 'is_corresponding': False, 'raw_author_name': 'Maitane Berecibar', 'raw_affiliation_strings': ['Department of Mobility, Logistics and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium'], 'affiliations': [{'raw_affiliation_string': 'Department of Mobility, Logistics and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium', 'institution_ids': ['https://openalex.org/I13469542']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5086292892', 'display_name': 'Elise Nanini-Maury', 'orcid': 'https://orcid.org/0000-0003-0418-6458'}, 'institutions': [{'id': 'https://openalex.org/I89206478', 'display_name': 'Engie (Belgium)', 'ror': 'https://ror.org/00c97z041', 'country_code': 'BE', 'type': 'company', 'lineage': ['https://openalex.org/I4210124897', 'https://openalex.org/I89206478']}], 'countries': ['BE'], 'is_corresponding': False, 'raw_author_name': 'Elise Nanini-Maury', 'raw_affiliation_strings': ['ENGIE Laborelec, Rodestraat 125, B-1630 Linkebeek, Belgium'], 'affiliations': [{'raw_affiliation_string': 'ENGIE Laborelec, Rodestraat 125, B-1630 Linkebeek, Belgium', 'institution_ids': ['https://openalex.org/I89206478']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5026149012', 'display_name': 'Joeri Van Mierlo', 'orcid': 'https://orcid.org/0000-0001-7968-9733'}, 'institutions': [{'id': 'https://openalex.org/I13469542', 'display_name': 'Vrije Universiteit Brussel', 'ror': 'https://ror.org/006e5kg04', 'country_code': 'BE', 'type': 'education', 'lineage': ['https://openalex.org/I13469542']}], 'countries': ['BE'], 'is_corresponding': False, 'raw_author_name': 'Joeri Van Mierlo', 'raw_affiliation_strings': ['Department of Mobility, Logistics and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium'], 'affiliations': [{'raw_affiliation_string': 'Department of Mobility, Logistics and Automotive Technology Research Centre, Vrije Universiteit Brussel, Pleinlaan 2, Brussels, 1050, Belgium', 'institution_ids': ['https://openalex.org/I13469542']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5006896195', 'display_name': 'Harry E. Hoster', 'orcid': 'https://orcid.org/0000-0001-6379-5275'}, 'institutions': [{'id': 'https://openalex.org/I67415387', 'display_name': 'Lancaster University', 'ror': 'https://ror.org/04f2nsd36', 'country_code': 'GB', 'type': 'education', 'lineage': ['https://openalex.org/I67415387']}, {'id': 'https://openalex.org/I4210156703', 'display_name': 'The Faraday Institution', 'ror': 'https://ror.org/05dt4bt98', 'country_code': 'GB', 'type': 'nonprofit', 'lineage': ['https://openalex.org/I4210156703']}, {'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', 'GB'], 'is_corresponding': False, 'raw_author_name': 'Harry E. Hoster', 'raw_affiliation_strings': ['Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK', "The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK & ALISTORE European Research Institute, CNRS FR 3104, Hub de l'Energie, Rue Baudelocque, 80039, Amiens, France"], 'affiliations': [{'raw_affiliation_string': 'Department of Chemistry, Lancaster University, Lancaster, LA1 4YB, UK', 'institution_ids': ['https://openalex.org/I67415387']}, {'raw_affiliation_string': "The Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK & ALISTORE European Research Institute, CNRS FR 3104, Hub de l'Energie, Rue Baudelocque, 80039, Amiens, France", 'institution_ids': ['https://openalex.org/I4210156703', 'https://openalex.org/I1294671590']}]}], 'countries_distinct_count': 3, 'institutions_distinct_count': 7, 'corresponding_author_ids': ['https://openalex.org/A5075852451'], 'corresponding_institution_ids': ['https://openalex.org/I39555362'], 'apc_list': {'value': 4830, 'currency': 'USD', 'value_usd': 4830, 'provenance': 'doaj'}, 'apc_paid': None, 'fwci': 8.197, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 747, 'citation_normalized_percentile': {'value': 0.991071, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 99, 'max': 100}, 'biblio': {'volume': '113', 'issue': None, 'first_page': '109254', 'last_page': '109254'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10663', 'display_name': 'Lithium-ion Battery Management in Electric Vehicles', 'score': 1.0, 'subfield': {'id': 'https://openalex.org/subfields/2203', 'display_name': 'Automotive 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/T10663', 'display_name': 'Lithium-ion Battery Management in Electric Vehicles', 'score': 1.0, 'subfield': {'id': 'https://openalex.org/subfields/2203', 'display_name': 'Automotive 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/T10018', 'display_name': 'Lithium-ion Battery Technology', 'score': 0.9973, '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/T10768', 'display_name': 'Integration of Electric Vehicles in Power Systems', 'score': 0.9933, '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/boosting', 'display_name': 'Boosting (machine learning)', 'score': 0.642154}, {'id': 'https://openalex.org/keywords/battery-management-systems', 'display_name': 'Battery Management Systems', 'score': 0.507886}], 'concepts': [{'id': 'https://openalex.org/C555008776', 'wikidata': 'https://www.wikidata.org/wiki/Q267298', 'display_name': 'Battery (electricity)', 'level': 3, 'score': 0.6519387}, {'id': 'https://openalex.org/C46686674', 'wikidata': 'https://www.wikidata.org/wiki/Q466303', 'display_name': 'Boosting (machine learning)', 'level': 2, 'score': 0.642154}, {'id': 'https://openalex.org/C96250715', 'wikidata': 'https://www.wikidata.org/wiki/Q965330', 'display_name': 'Estimation', 'level': 2, 'score': 0.6325158}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.5704087}, {'id': 'https://openalex.org/C75684735', 'wikidata': 'https://www.wikidata.org/wiki/Q858810', 'display_name': 'Big data', 'level': 2, 'score': 0.5365982}, {'id': 'https://openalex.org/C112930515', 'wikidata': 'https://www.wikidata.org/wiki/Q4389547', 'display_name': 'Risk analysis (engineering)', 'level': 1, 'score': 0.49567568}, {'id': 'https://openalex.org/C2779197387', 'wikidata': 'https://www.wikidata.org/wiki/Q2822895', 'display_name': 'Lithium-ion battery', 'level': 4, 'score': 0.47076774}, {'id': 'https://openalex.org/C200601418', 'wikidata': 'https://www.wikidata.org/wiki/Q2193887', 'display_name': 'Reliability engineering', 'level': 1, 'score': 0.42112818}, {'id': 'https://openalex.org/C2522767166', 'wikidata': 'https://www.wikidata.org/wiki/Q2374463', 'display_name': 'Data science', 'level': 1, 'score': 0.38889408}, {'id': 'https://openalex.org/C42475967', 'wikidata': 'https://www.wikidata.org/wiki/Q194292', 'display_name': 'Operations research', 'level': 1, 'score': 0.3549823}, {'id': 'https://openalex.org/C201995342', 'wikidata': 'https://www.wikidata.org/wiki/Q682496', 'display_name': 'Systems engineering', 'level': 1, 'score': 0.35223097}, {'id': 'https://openalex.org/C127413603', 'wikidata': 'https://www.wikidata.org/wiki/Q11023', 'display_name': 'Engineering', 'level': 0, 'score': 0.3398685}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.20182875}, {'id': 'https://openalex.org/C124101348', 'wikidata': 'https://www.wikidata.org/wiki/Q172491', 'display_name': 'Data mining', 'level': 1, 'score': 0.18638152}, {'id': 'https://openalex.org/C144133560', 'wikidata': 'https://www.wikidata.org/wiki/Q4830453', 'display_name': 'Business', 'level': 0, 'score': 0.12756935}, {'id': 'https://openalex.org/C163258240', 'wikidata': 'https://www.wikidata.org/wiki/Q25342', 'display_name': 'Power (physics)', 'level': 2, 'score': 0.098821074}, {'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': 3, 'locations': [{'is_oa': False, 'landing_page_url': 'https://doi.org/10.1016/j.rser.2019.109254', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S68497187', 'display_name': 'Renewable and Sustainable Energy Reviews', 'issn_l': '1364-0321', 'issn': ['1364-0321', '1879-0690'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, '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': None, 'license_id': None, 'version': None, 'is_accepted': False, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://pure.qub.ac.uk/en/publications/cebfc65e-18e2-44de-901c-25dc2966d5f2', 'pdf_url': 'https://pure.qub.ac.uk/files/180469370/Estimation.pdf', 'source': {'id': 'https://openalex.org/S4306402319', 'display_name': "Research Portal (Queen's University Belfast)", 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I126231945', 'host_organization_name': "Queen's University Belfast", 'host_organization_lineage': ['https://openalex.org/I126231945'], 'host_organization_lineage_names': ["Queen's University Belfast"], 'type': 'repository'}, 'license': 'other-oa', 'license_id': 'https://openalex.org/licenses/other-oa', 'version': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, {'is_oa': True, 'landing_page_url': 'https://pureadmin.qub.ac.uk/ws/files/180469370/Estimation.pdf', 'pdf_url': 'https://pureadmin.qub.ac.uk/ws/files/180469370/Estimation.pdf', 'source': {'id': 'https://openalex.org/S4306402319', 'display_name': "Research Portal (Queen's University Belfast)", 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I126231945', 'host_organization_name': "Queen's University Belfast", 'host_organization_lineage': ['https://openalex.org/I126231945'], 'host_organization_lineage_names': ["Queen's University Belfast"], 'type': 'repository'}, 'license': 'other-oa', 'license_id': 'https://openalex.org/licenses/other-oa', 'version': 'acceptedVersion', 'is_accepted': True, 'is_published': False}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://pure.qub.ac.uk/en/publications/cebfc65e-18e2-44de-901c-25dc2966d5f2', 'pdf_url': 'https://pure.qub.ac.uk/files/180469370/Estimation.pdf', 'source': {'id': 'https://openalex.org/S4306402319', 'display_name': "Research Portal (Queen's University Belfast)", 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I126231945', 'host_organization_name': "Queen's University Belfast", 'host_organization_lineage': ['https://openalex.org/I126231945'], 'host_organization_lineage_names': ["Queen's University Belfast"], 'type': 'repository'}, 'license': 'other-oa', 'license_id': 'https://openalex.org/licenses/other-oa', 'version': 'acceptedVersion', 'is_accepted': True, 'is_published': False}, 'sustainable_development_goals': [], 'grants': [{'funder': 'https://openalex.org/F4320320300', 'funder_display_name': 'European Commission', 'award_id': '685716'}, {'funder': 'https://openalex.org/F4320335087', 'funder_display_name': 'Innovate UK', 'award_id': '104183'}], 'datasets': [], 'versions': [], 'referenced_works_count': 144, 'referenced_works': ['https://openalex.org/W1494192115', 'https://openalex.org/W1503398984', 'https://openalex.org/W1746819321', 'https://openalex.org/W1966039250', 'https://openalex.org/W1969910044', 'https://openalex.org/W1970117202', 'https://openalex.org/W1974232343', 'https://openalex.org/W1974911053', 'https://openalex.org/W1976056407', 'https://openalex.org/W1981952896', 'https://openalex.org/W1985215253', 'https://openalex.org/W1992824073', 'https://openalex.org/W1998803278', 'https://openalex.org/W1999254496', 'https://openalex.org/W2000885517', 'https://openalex.org/W2001737927', 'https://openalex.org/W2007584721', 'https://openalex.org/W2007672025', 'https://openalex.org/W2014862314', 'https://openalex.org/W2015475877', 'https://openalex.org/W2015684722', 'https://openalex.org/W2016644661', 'https://openalex.org/W2017136542', 'https://openalex.org/W2021564978', 'https://openalex.org/W2022736603', 'https://openalex.org/W2031205115', 'https://openalex.org/W2034758150', 'https://openalex.org/W2037104890', 'https://openalex.org/W2052263106', 'https://openalex.org/W2054487622', 'https://openalex.org/W2056150265', 'https://openalex.org/W2061879449', 'https://openalex.org/W2063907334', 'https://openalex.org/W2064175677', 'https://openalex.org/W2064224999', 'https://openalex.org/W2066988889', 'https://openalex.org/W2069786258', 'https://openalex.org/W2070111889', 'https://openalex.org/W2071280205', 'https://openalex.org/W2071699585', 'https://openalex.org/W2077937117', 'https://openalex.org/W2078279667', 'https://openalex.org/W2079985616', 'https://openalex.org/W2082139936', 'https://openalex.org/W2082634734', 'https://openalex.org/W2086730404', 'https://openalex.org/W2088924893', 'https://openalex.org/W2089340434', 'https://openalex.org/W2089602749', 'https://openalex.org/W2091862639', 'https://openalex.org/W2097956058', 'https://openalex.org/W2100887379', 'https://openalex.org/W2114490395', 'https://openalex.org/W2115233498', 'https://openalex.org/W2125914170', 'https://openalex.org/W2127342270', 'https://openalex.org/W2144352195', 'https://openalex.org/W2146560932', 'https://openalex.org/W2147428031', 'https://openalex.org/W2164573606', 'https://openalex.org/W2165344987', 'https://openalex.org/W2191802622', 'https://openalex.org/W2201263372', 'https://openalex.org/W2219501311', 'https://openalex.org/W2224472339', 'https://openalex.org/W2272128138', 'https://openalex.org/W2295405103', 'https://openalex.org/W2298878005', 'https://openalex.org/W2316728050', 'https://openalex.org/W2333401465', 'https://openalex.org/W2339483318', 'https://openalex.org/W2341663352', 'https://openalex.org/W2342265232', 'https://openalex.org/W2343549641', 'https://openalex.org/W2344174278', 'https://openalex.org/W2351263822', 'https://openalex.org/W2405206984', 'https://openalex.org/W2468540678', 'https://openalex.org/W2497266549', 'https://openalex.org/W2501990625', 'https://openalex.org/W2502186300', 'https://openalex.org/W2522218781', 'https://openalex.org/W2562129302', 'https://openalex.org/W2563343938', 'https://openalex.org/W2566149338', 'https://openalex.org/W2589106271', 'https://openalex.org/W2589111654', 'https://openalex.org/W2591059796', 'https://openalex.org/W2593630474', 'https://openalex.org/W2594530559', 'https://openalex.org/W2609397241', 'https://openalex.org/W2612210564', 'https://openalex.org/W2612647368', 'https://openalex.org/W2613389393', 'https://openalex.org/W2743780012', 'https://openalex.org/W2746868218', 'https://openalex.org/W2748357818', 'https://openalex.org/W2759525351', 'https://openalex.org/W2762736364', 'https://openalex.org/W2767663538', 'https://openalex.org/W2769555066', 'https://openalex.org/W2770203925', 'https://openalex.org/W2772728162', 'https://openalex.org/W2778259406', 'https://openalex.org/W2781564233', 'https://openalex.org/W2781930323', 'https://openalex.org/W2782578088', 'https://openalex.org/W2782996909', 'https://openalex.org/W2783387067', 'https://openalex.org/W2789298067', 'https://openalex.org/W2789439234', 'https://openalex.org/W2791632718', 'https://openalex.org/W2791693535', 'https://openalex.org/W2793702125', 'https://openalex.org/W2796379873', 'https://openalex.org/W2797078627', 'https://openalex.org/W2799353157', 'https://openalex.org/W2802430762', 'https://openalex.org/W2803065194', 'https://openalex.org/W2804446681', 'https://openalex.org/W2809318506', 'https://openalex.org/W2809859787', 'https://openalex.org/W2880661095', 'https://openalex.org/W2884430236', 'https://openalex.org/W2884800673', 'https://openalex.org/W2888981516', 'https://openalex.org/W2890169947', 'https://openalex.org/W2891625916', 'https://openalex.org/W2895147187', 'https://openalex.org/W2895466770', 'https://openalex.org/W2895776034', 'https://openalex.org/W2896294159', 'https://openalex.org/W2904850496', 'https://openalex.org/W2924382816', 'https://openalex.org/W2944053197', 'https://openalex.org/W2963321191', 'https://openalex.org/W3102947106', 'https://openalex.org/W3127798823', 'https://openalex.org/W4211049957', 'https://openalex.org/W4250402431', 'https://openalex.org/W4285719527', 'https://openalex.org/W625912296', 'https://openalex.org/W88520345', 'https://openalex.org/W930082539'], 'related_works': ['https://openalex.org/W4388039502', 'https://openalex.org/W4224246090', 'https://openalex.org/W3165173190', 'https://openalex.org/W3161330592', 'https://openalex.org/W3021653348', 'https://openalex.org/W2995074223', 'https://openalex.org/W2357719166', 'https://openalex.org/W2274723115', 'https://openalex.org/W2159458361', 'https://openalex.org/W2080384327'], 'abstract_inverted_index': {'Accurate': [0], 'health': [1, 50, 68, 98, 127], 'estimation': [2, 128], 'and': [3, 30, 33, 41, 62, 81, 85, 100, 116, 129], 'lifetime': [4], 'prediction': [5, 130], 'of': [6, 17, 23, 59, 95], 'lithium-ion': [7], 'batteries': [8], 'are': [9, 106], 'crucial': [10], 'for': [11], 'durable': [12], 'electric': [13], 'vehicles.': [14], 'Early': [15], 'detection': [16], 'inadequate': [18], 'performance': [19], 'facilitates': [20], 'timely': [21], 'maintenance': [22], 'battery': [24, 49, 67, 97, 126], 'systems.': [25], 'This': [26], 'reduces': [27], 'operational': [28], 'costs': [29], 'prevents': [31], 'accidents': [32], 'malfunctions.': [34], 'Recent': [35], 'advancements': [36], 'in': [37, 47, 57, 64, 69, 124], '“Big': [38], 'Data”': [39], 'analytics': [40], 'related': [42], 'statistical/computational': [43], 'tools': [44], 'raised': [45], 'interest': [46], 'data-driven': [48, 125], 'estimation.': [51], 'Here,': [52], 'we': [53, 91], 'will': [54, 111], 'review': [55, 110], 'these': [56, 74], 'view': [58], 'their': [60, 78, 83], 'feasibility': [61], 'cost-effectiveness': [63], 'dealing': [65], 'with': [66], 'real-world': [70], 'applications.': [71], 'We': [72, 105], 'categorise': [73], 'methods': [75], 'according': [76], 'to': [77], 'underlying': [79], 'models/algorithms': [80], 'discuss': [82, 101], 'advantages': [84], 'limitations.': [86], 'In': [87], 'the': [88], 'final': [89], 'section': [90], 'focus': [92], 'on': [93, 131], 'challenges': [94], 'real-time': [96], 'management': [99], 'potential': [102], 'next-generation': [103], 'techniques.': [104], 'confident': [107], 'that': [108], 'this': [109], 'inform': [112], 'commercial': [113], 'technology': [114, 133], 'choices': [115], 'academic': [117], 'research': [118], 'agendas': [119], 'alike,': [120], 'thus': [121], 'boosting': [122], 'progress': [123], 'all': [132], 'readiness': [134], 'levels.': [135]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W2957056027', 'counts_by_year': [{'year': 2024, 'cited_by_count': 132}, {'year': 2023, 'cited_by_count': 208}, {'year': 2022, 'cited_by_count': 187}, {'year': 2021, 'cited_by_count': 145}, {'year': 2020, 'cited_by_count': 56}, {'year': 2019, 'cited_by_count': 12}], 'updated_date': '2024-09-06T03:15:39.946520', 'created_date': '2019-07-23'}