Abstract To address Industry 4.0, service-oriented manufacturing unifies the development
track of product development and service innovation and constructs a high-quality …

The digital twin is an emerging technology that enhances industrial digitalization, as it
establishes a dynamic virtual model that emulates a specific phenomenon of the …

This paper focuses on the multi-objective energy-efficient flexible job shop scheduling
problem with machine breakdowns. To mitigate the impact of machine breakdowns, a …

Digital twin (DT) models are increasingly being used to improve the performance of complex
manufacturing systems. In this context, DTs automatically enabling anomaly detection, such …

The concept of digital twin (DT) is undergoing rapid transformation and attracting increased
attention across industries. It is recognised as an innovative technology offering real-time …

Smart manufacturing scheduling (SMS) requires a high degree of flexibility to successfully
cope with changes in operational decision level planning processes in today's production …

With the rapid development of Industrial 4.0, the modern manufacturing system has been
experiencing profoundly digital transformation. The development of new technologies helps …

The evolution of manufacturing systems toward Industry 4.0 and 5.0 paradigms has pushed
the diffusion of Machine Learning (ML) in this field. As the number of articles using ML to …

In the era of Industry 4.0, production scheduling as a critical part of manufacturing system
should be smarter. Smart scheduling agent is required to be real-time autonomous and …

Data has become a high-value commodity in manufacturing. There is a growing realisation
that the data-driven applications could become strong differentiators of manufacturing …