[HTML][HTML] Applications of artificial intelligence in closed-loop supply chains: Systematic literature review and future research agenda

S Bhattacharya, K Govindan, SG Dastidar… - … Research Part E …, 2024 - Elsevier
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 …

Systematic review of class imbalance problems in manufacturing

A de Giorgio, G Cola, L Wang - Journal of Manufacturing Systems, 2023 - Elsevier
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 …

A blockchain-based system to enhance aircraft parts traceability and trackability for inventory management

GTS Ho, YM Tang, KY Tsang, V Tang… - Expert Systems with …, 2021 - Elsevier
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 …

Integrated optimization of real-time order acceptance and flexible job-shop rescheduling with multi-level imperfect maintenance constraints

Y An, X Chen, K Gao, L Zhang, Y Li, Z Zhao - Swarm and Evolutionary …, 2023 - Elsevier
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 …

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 …

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 …

The integrated process planning and scheduling of flexible job-shop-type remanufacturing systems using improved artificial bee colony algorithm

W Zhang, Y Zheng, R Ahmad - Journal of Intelligent Manufacturing, 2023 - Springer
This study considers an integrated process planning and scheduling (IPPS) problem for
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 …

Network-based dynamic dispatching rule generation mechanism for real-time production scheduling problems with dynamic job arrivals

Z Zhuang, Y Li, Y Sun, W Qin, ZH Sun - Robotics and Computer-Integrated …, 2022 - Elsevier
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 …

A Three-Stage model for Clustering, Storage, and joint online order batching and picker routing Problems: Heuristic algorithms

AM Tabrizi, B Vahdani, F Etebari, M Amiri - Computers & Industrial …, 2023 - Elsevier
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 …