Multiscale CFD simulation of biomass fast pyrolysis with a machine learning derived intra-particle model and detailed pyrolysis kinetics

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Lu, Liqiang [1 ,2 ]
Brennan Pecha, M. [3 ]
Wiggins, Gavin M. [4 ]
Xu, Yupeng [1 ,2 ]
Gao, Xi [5 ]
Hughes, Bryan [1 ,2 ]
Shahnam, Mehrdad [1 ]
Rogers, William A. [1 ]
Carpenter, Daniel [3 ]
Parks, James E. [4 ]
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[1] National Energy Technology Laboratory, Morgantown,WV,26507, United States
[2] NETL Support Contractor, 3610 Collins Ferry Road, Morgantown,WV,26507, United States
[3] National Renewable Energy Laboratory, Renewable Resources and Enabling Sciences Center, 1503 Denver W. Parkway, Golden,CO,80401, United States
[4] Oak Ridge National Laboratory, 2360 Cherahala Boulevard, Knoxville,TN,37932, United States
[5] Department of Chemical Engineering, Guangdong Technion Israel Institute of Technology, 241 Daxue Road, Shantou,Guangdong,515063, China
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