Bayesian Networks For Reliability Engineering 1st Ed Baoping Cai by Baoping Cai, Yonghong Liu, Zengkai Liu, Yuanjiang Chang, Lei Jiang 9789811365157, 9789811365164, 9811365156, 9811365164 instant download after payment.

This book presents a bibliographical review of the use of Bayesian networks in reliability over the last decade. Bayesian network (BN) is considered to be one of the most powerful models in probabilistic knowledge representation and inference, and it is increasingly used in the field of reliability. After focusing on the engineering systems, the book subsequently discusses twelve important issues in the BN-based reliability methodologies, such as BN structure modeling, BN parameter modeling, BN inference, validation, and verification. As such, it is a valuable resource for researchers and practitioners in the field of reliability engineering.