Browsing BI Open by Author "Yu, Cheng-Juei"
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A deep learning approach for the dynamic dispatching of unreliable machines in re-entrant production systems
Wu, Cheng-Hung; Zhou, Fang-Yi; Tsai, Chi-Kang; Yu, Cheng-Juei; Dauzère-Pérès, Stéphane (Journal article; Peer reviewed, 2020)This research combines deep neural network (DNN) and Markov decision processes (MDP) for the dynamic dispatching of re-entrant production systems. In re-entrant production systems, jobs enter the same workstation multiple ... -
Dynamic dispatching and preventive maintenance for parallel machines with dispatching-dependent deterioration
Wu, Cheng-Hung; Yao, Yi-Chun; Dauzère-Pérès, Stéphane; Yu, Cheng-Juei (Journal article; Peer reviewed, 2020)A dynamic decision model that coordinates dispatching and preventive maintenance decisions for failure- prone parallel machines in make-to-order (MTO) production environments is developed in this research. The primary ...