Technical Programme

Session: WE2I Artificial Intelligence for Reliability Assessment and Maintenance Decision-Making
Day/Time Wednesday, 2021 September 22 / 10:25-11:45 hrs
Venue Giffard

006

A Network Connectivity Reliability Estimation Model Based on Light Gradient Boosting Machine
Bang Chen, Shenghan Zhou, Houxiang Liu, XinPeng Ji, Yue Zhang, Wenbing Chang, Yiyong Xiao and Xing Pan

252

Artifical Neural Networks and Differential Evolution for Optimal Maintenance Planning
Jerome Lonchampt and Emilie Dautreme

304

Reinforcement Learning for Maintenance Decision-Making of Multi-State Component Systems with Imperfect Maintenance
Van-Thai Nguyen, Phuc Do, Alexandre Voisin and Benoit Iung

387

Predictive Maintenance of Natural Gas Regulators by Forecasting Output Pressure with Artificial Intelligence Algorithms
Amel Belounnas, Florent Brissaud, and Papa Faly Ba