A5050363415- Scheduling and Optimization Algorithms
- Advanced Manufacturing and Logistics Optimization
- Advanced Control Systems Optimization
- Assembly Line Balancing Optimization
- Supply Chain and Inventory Management
Central South University of Forestry and Technology
2023-2024
Central South University
2023-2024
Predictive maintenance is essential in prognostics and health management, where prediction of remaining useful life (RUL) plays a key role. However, various challenges exist deep learning-based RUL models, including hyperparameter tuning, uncertainty, applying for maintenance. To address such issues, this paper proposes novel PdM framework by combining interval with policy optimization. A bidirectional temporal convolutional network multi-head attention method adopted prediction, physical...
The existing researches on flexible job shop scheduling problem (FJSP) mainly focus the processing process of jobs and neglect quality inspection completed jobs. However, is uncertain results are dynamic, so that crucial to reduce flow unqualified next manufacturing units or customers. Hence, a mathematical model formulated for dynamic with (FJSPI). An effective two-stage memetic algorithm (ETMA) developed solve proposed FJSPI. In ETMA, multi-neighborhood search operator (MSO) comprising...