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Document type:
Masterarbeit 
Author(s):
Nan Yang 
Title:
Discretization Techniques for Bayesian Networks and their Application to the Production Data of Lithium-ion Batteries 
Abstract:
The ongoing climate change has obligated stricter limits for CO2 emissions on the automotive industry. Research on the efficient production of lithium-ion batteries (LIB) for electric vehicles is underway. However, LIB production faces challenges due to the high level of complexity and uncertainty in the correlations between its process parameters. Therefore, as a powerful tool for uncertainty modeling, Bayesian networks (BN) play an important role in analyzing LIB production data. However, most o...    »
 
Subject:
MAT Mathematik 
DDC:
510 Mathematik 
Advisor:
Mathias Drton 
Date of acceptation:
01.09.2021 
Year:
2021 
Quarter:
3. Quartal 
Year / month:
2021-09 
Month:
Sep 
Pages:
70 
Language:
en 
University:
Technische Universität München 
Faculty:
Fakultät für Mathematik 
TUM Institution:
Lehrstuhl für Mathematische Statistik