A review on reinforcement learning algorithms and applications in supply chain management
Decision-making in supply chains is challenged by high complexity, a combination of
continuous and discrete processes, integrated and interdependent operations, dynamics …
continuous and discrete processes, integrated and interdependent operations, dynamics …
Zero defect manufacturing in 2024: a holistic literature review for bridging the gaps and forward outlook
This study conducts a comprehensive review and analysis of zero defect manufacturing
(ZDM), a strategic and imperative approach in manufacturing, aiming at eliminating defects …
(ZDM), a strategic and imperative approach in manufacturing, aiming at eliminating defects …
[HTML][HTML] Realizing zero-waste value chains through digital twin-driven S&OP: A case of grocery retail
We posit that the zero-defect mindset from manufacturing is a crucial step in the direction of
achieving zero-waste value chains. Using a reflective conversation approach within a food …
achieving zero-waste value chains. Using a reflective conversation approach within a food …
[HTML][HTML] A systematic analysis for map** product-oriented and process-oriented zero-defect manufacturing (zdm) in the industry 4.0 era
Quality is a key aspect in the era of Industry 4.0. Zero-defect manufacturing (ZDM) as the
latest quality assurance approach. It can be implemented in two different approaches: the …
latest quality assurance approach. It can be implemented in two different approaches: the …
Learning-based production, maintenance, and quality optimization in smart manufacturing systems: A literature review and trends
With the introduction of manufacturing paradigms, including Industry 4.0, production
research has shifted its focus to enabling intelligent manufacturing systems within industrial …
research has shifted its focus to enabling intelligent manufacturing systems within industrial …
Smart Master Production Scheduling by Deep Reinforcement Learning: An Exploratory Analysis
By providing a consolidated view of demand, production capacity and inventory status, the
master production schedule (MPS) enables collaborative networks to be optimised, planned …
master production schedule (MPS) enables collaborative networks to be optimised, planned …
Optimisation of production scheduling and sequencing problems in industry 4.0
This article presents an initial overview of optimisation models applied to production
scheduling and sequencing in the Industry 4.0 (I4. 0) environment. It reviews algorithms …
scheduling and sequencing in the Industry 4.0 (I4. 0) environment. It reviews algorithms …
Envisioning Digital Twin (DT) driven Sales and Operational Planning (S&OP) Process
GW Saputro, N Sridaran - 2022 - ntnuopen.ntnu.no
This thesis investigates the potential impact of Digital Twin (DT) in Sales and Operation
Planning (S&OP) context. The goal of the study is to investigate DT in the context of S&OP to …
Planning (S&OP) context. The goal of the study is to investigate DT in the context of S&OP to …