This work developed empirical equations to predict the onset of thermal runaway (TR) and its related thermal hazards under external heating abuse. A set of Lithium Nickel Cobalt Aluminum Oxide (NCA), Lithium Cobalt Oxide (LCO) and Lithium Manganese Oxide (LMO) Li-ion batteries (LIBs) with 25-100% state of charge (SOC) was externally heated-to-fire. From the experimental results, we generated empirical equations to predict the onset of thermal runaway (TRonset) and hazards such as maximum surface temperature (T-surf), and flame temperature (Tflame) except for LMO LIBs due to their violent explosions. To demonstrate the accuracy of predictions, we compared the results predicted with another set of test data from the same LIBs but different SOCs and evaluated the accuracy using percentage error (%Er). The developed empirical equations achieved higher prediction accuracy, with the TRonset reaching the %E-r of less than 10% for both NCA and LCO LIBs. The lower SOC (20%) showed the greatest discrepancy, with the maximum %Er of 2.7 and 7.4% in LCO and NCA, respectively. A large variation of %E-r in T-surf was observed regardless of SOC due to violent explosion, and %E-r reached the maximum of 15.4% and 24.0% in NCA and LCO, respectively. In T-flame, the highest %E-r observed for NCA and LCO are 25.6% and 29.9%, respectively. Overall, %E-r show no correlation with SOC in any of the TRonset, T-surf and T-flame predictions. LMO as the most energy dense of the three LIB samples, many of them ruptured violently during the test. In light of the growing demand for energy dense LIBs, new empirical equations should include ruptured samples as well.
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
INERIS, Parc Technol Alata, BP2, F-60550 Verneuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Abada, S.
;
Marlair, G.
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata, BP2, F-60550 Verneuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Marlair, G.
;
Lecocq, A.
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata, BP2, F-60550 Verneuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Lecocq, A.
;
Petit, M.
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Petit, M.
;
Sauvant-Moynot, V.
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
INERIS, Parc Technol Alata,BP 2, F-60550 Vemeuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Abada, Sara
;
Petit, Martin
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Petit, Martin
;
Lecocq, Amandine
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata,BP 2, F-60550 Vemeuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Lecocq, Amandine
;
Marlair, Guy
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata,BP 2, F-60550 Vemeuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Marlair, Guy
;
Sauvant-Moynot, Valerie
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Sauvant-Moynot, Valerie
;
Huet, Francois
论文数: 0引用数: 0
h-index: 0
机构:
Sorbonne Univ, CARS, Lab Interfaces & Syst Electrochem, LISE, F-75005 Paris, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Feng, Xuning
;
Zheng, Siqi
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Zheng, Siqi
;
He, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
He, Xiangming
;
Wang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Wang, Li
;
Wang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Wang, Yu
;
Ren, Dongsheng
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Feng, Xuning
;
He, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
He, Xiangming
;
论文数: 引用数:
h-index:
机构:
Ouyang, Minggao
;
Wang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Wang, Li
;
Lu, Languang
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Lu, Languang
;
Ren, Dongsheng
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Ren, Dongsheng
;
Santhanagopalan, Shriram
论文数: 0引用数: 0
h-index: 0
机构:
Natl Renewable Energy Lab, Transportat & Hydrogen Syst Ctr, Golden, CO 80401 USATsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Finegan, Donal P.
;
Darcy, Eric
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Johnson Space Ctr, Houston, TX 77058 USAUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Darcy, Eric
;
Keyser, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Natl Renewable Energy Lab, 15013 Denver West Pkwy, Golden, CO 80401 USAUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Keyser, Matthew
;
Tjaden, Bernhard
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Tjaden, Bernhard
;
Heenan, Thomas M. M.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Heenan, Thomas M. M.
;
Jervis, Rhodri
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Jervis, Rhodri
;
Bailey, Josh J.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
INERIS, Parc Technol Alata, BP2, F-60550 Verneuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Abada, S.
;
Marlair, G.
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata, BP2, F-60550 Verneuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Marlair, G.
;
Lecocq, A.
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata, BP2, F-60550 Verneuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Lecocq, A.
;
Petit, M.
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
Petit, M.
;
Sauvant-Moynot, V.
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, F-69360 Solaize, France
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
INERIS, Parc Technol Alata,BP 2, F-60550 Vemeuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Abada, Sara
;
Petit, Martin
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Petit, Martin
;
Lecocq, Amandine
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata,BP 2, F-60550 Vemeuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Lecocq, Amandine
;
Marlair, Guy
论文数: 0引用数: 0
h-index: 0
机构:
INERIS, Parc Technol Alata,BP 2, F-60550 Vemeuil En Halatte, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Marlair, Guy
;
Sauvant-Moynot, Valerie
论文数: 0引用数: 0
h-index: 0
机构:
IFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
Sauvant-Moynot, Valerie
;
Huet, Francois
论文数: 0引用数: 0
h-index: 0
机构:
Sorbonne Univ, CARS, Lab Interfaces & Syst Electrochem, LISE, F-75005 Paris, FranceIFP Energies Nouvelles, Rond Point Echangeur Solaize, BP 3, F-69360 Solaize, France
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Feng, Xuning
;
Zheng, Siqi
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Zheng, Siqi
;
He, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
He, Xiangming
;
Wang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Wang, Li
;
Wang, Yu
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
Wang, Yu
;
Ren, Dongsheng
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing, Peoples R China
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Feng, Xuning
;
He, Xiangming
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
He, Xiangming
;
论文数: 引用数:
h-index:
机构:
Ouyang, Minggao
;
Wang, Li
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Wang, Li
;
Lu, Languang
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Lu, Languang
;
Ren, Dongsheng
论文数: 0引用数: 0
h-index: 0
机构:
Tsinghua Univ, State Key Lab Automot Safety & Energy, Beijing 100084, Peoples R ChinaTsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
Ren, Dongsheng
;
Santhanagopalan, Shriram
论文数: 0引用数: 0
h-index: 0
机构:
Natl Renewable Energy Lab, Transportat & Hydrogen Syst Ctr, Golden, CO 80401 USATsinghua Univ, Inst Nucl & New Energy Technol, Beijing 100084, Peoples R China
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Finegan, Donal P.
;
Darcy, Eric
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Johnson Space Ctr, Houston, TX 77058 USAUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Darcy, Eric
;
Keyser, Matthew
论文数: 0引用数: 0
h-index: 0
机构:
Natl Renewable Energy Lab, 15013 Denver West Pkwy, Golden, CO 80401 USAUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Keyser, Matthew
;
Tjaden, Bernhard
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Tjaden, Bernhard
;
Heenan, Thomas M. M.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Heenan, Thomas M. M.
;
Jervis, Rhodri
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England
Jervis, Rhodri
;
Bailey, Josh J.
论文数: 0引用数: 0
h-index: 0
机构:
UCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, EnglandUCL, Dept Chem Engn, Electrochem Innovat Lab, Torrington Pl, London WC1E 7JE, England