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[HTML][HTML] Applications of artificial intelligence in closed-loop supply chains: Systematic literature review and future research agenda
In this paper, we present a systematic literature review of the applications of Artificial
Intelligence (AI) in Closed-loop Supply Chains (CLSC). Through a systematic and unbiased …
Intelligence (AI) in Closed-loop Supply Chains (CLSC). Through a systematic and unbiased …
Systematic review of class imbalance problems in manufacturing
Class imbalance (CI) is a well-known problem in data science. Nowadays, it is affecting the
data modeling of many of the real-world processes that are being digitized. The …
data modeling of many of the real-world processes that are being digitized. The …
A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management
Aircraft spare parts inventory management (ASPM) has played a critical role in tracing and
tracking spare parts as any related maintenance or movement shall be recorded …
tracking spare parts as any related maintenance or movement shall be recorded …
Integrated optimization of real-time order acceptance and flexible job-shop rescheduling with multi-level imperfect maintenance constraints
Nowadays, the make-to-order (MTO) production has gradually become a new manufacturing
trend, and the real-time arrival of orders has brought great challenges to order acceptance …
trend, and the real-time arrival of orders has brought great challenges to order acceptance …
Dynamic scheduling method for integrated process planning and scheduling problem with machine fault
X Wen, X Lian, Y Qian, Y Zhang, H Wang… - Robotics and Computer …, 2022 - Elsevier
The integration of process planning and job shop scheduling is of great significance to
improve the performance of manufacturing system. Many studies on integrating process …
improve the performance of manufacturing system. Many studies on integrating process …
Multi-agent deep reinforcement learning for dynamic reconfigurable shop scheduling considering batch processing and worker cooperation
Y Li, X Li, L Gao, Z Lu - Robotics and Computer-Integrated Manufacturing, 2025 - Elsevier
Reconfigurable manufacturing system is considered as a promising next-generation
manufacturing paradigm. However, limited equipment and complex product processes add …
manufacturing paradigm. However, limited equipment and complex product processes add …
The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm
This study considers an integrated process planning and scheduling (IPPS) problem for
remanufacturing systems incorporating parallel disassembly workstations, a flexible job …
remanufacturing systems incorporating parallel disassembly workstations, a flexible job …
An adaptive ensemble deep forest based dynamic scheduling strategy for low carbon flexible job shop under recessive disturbance
G Zhou, Z Chen, C Zhang, F Chang - Journal of Cleaner Production, 2022 - Elsevier
Recessive disturbance can gradually lead to machine idling and production status deviation.
Its instant influence on system performance is often insignificant. Still, it can be accumulated …
Its instant influence on system performance is often insignificant. Still, it can be accumulated …
Network-based dynamic dispatching rule generation mechanism for real-time production scheduling problems with dynamic job arrivals
Although the concept of Industrial 4.0 has been well accepted, only few studies have dealt
with real-time production scheduling of smart factories. Due to the advantages of simplicity …
with real-time production scheduling of smart factories. Due to the advantages of simplicity …
A Three-Stage model for Clustering, Storage, and joint online order batching and picker routing Problems: Heuristic algorithms
The online shop** center is an electronic commerce where customer orders arrive over
time. The joint online order batching and picker routing is essential for managing online …
time. The joint online order batching and picker routing is essential for managing online …