Browsing BI Open by Author "Wu, Cheng-Hung"
Now showing items 1-3 of 3
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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 ... -
Parallel Machine Scheduling with Time Constraints on Machine Qualifications
Nattaf, Margaux; Dauzère-Pérès, Stéphane; Yugma, Claude; Wu, Cheng-Hung (Journal article; Peer reviewed, 2019)This paper studies the scheduling of jobs of different families on parallel machines, where not all machines are qualified (eligible) to process all job families. Originating from semiconductor manufacturing, an important ...