[HTML][HTML] Digital twin and big data-driven sustainable smart manufacturing based on information management systems for energy-intensive industries
Abstract Internet of Things (IoT) technology, which has made manufacturing processes more
smart, efficient and sustainable, has received increasing attention from the industry and …
smart, efficient and sustainable, has received increasing attention from the industry and …
[HTML][HTML] Big data-driven correlation analysis based on clustering for energy-intensive manufacturing industries
Abstract In Industry 4.0, the production data obtained from the Internet of Things has reached
the magnitude of big data with the emergence of advanced information and communication …
the magnitude of big data with the emergence of advanced information and communication …
Conceptualisation of a 7-element digital twin framework in supply chain and operations management
D Ivanov - International Journal of Production Research, 2024 - Taylor & Francis
Digital twins became of greater interest to researchers and practitioners in supply chain and
operations management (SCOM). Literature has addressed the need to understand digital …
operations management (SCOM). Literature has addressed the need to understand digital …
[HTML][HTML] Edge-cloud cooperation-driven smart and sustainable production for energy-intensive manufacturing industries
Energy-intensive manufacturing industries are characterised by high pollution and heavy
energy consumption, severely challenging the ecological environment. Fortunately …
energy consumption, severely challenging the ecological environment. Fortunately …
Survey on genetic programming and machine learning techniques for heuristic design in job shop scheduling
Job shop scheduling (JSS) is a process of optimizing the use of limited resources to improve
the production efficiency. JSS has a wide range of applications, such as order picking in the …
the production efficiency. JSS has a wide range of applications, such as order picking in the …
[HTML][HTML] Digital twin: Data exploration, architecture, implementation and future
Abstract A Digital Twin (DT) is a digital copy or virtual representation of an object, process,
service, or system in the real world. It was first introduced to the world by the National …
service, or system in the real world. It was first introduced to the world by the National …
A bio-inspired LIDA cognitive-based Digital Twin architecture for unmanned maintenance of machine tools
Affected by COVID-19, the maintenance process of machine tools is significantly hindered,
while unmanned maintenance becomes an emerging trend in such background. So far …
while unmanned maintenance becomes an emerging trend in such background. So far …
A data-driven simulation-optimization framework for generating priority dispatching rules in dynamic job shop scheduling with uncertainties
H Wang, T Peng, A Nassehi, R Tang - Journal of Manufacturing Systems, 2023 - Elsevier
Modeling and optimizing dynamic job shop scheduling problems (DJSSP) without ample
assumptions is inherently challenging due to the increasing complexity and uncertainty …
assumptions is inherently challenging due to the increasing complexity and uncertainty …
Leveraging digital twin into dynamic production scheduling: A review
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 …
establishes a dynamic virtual model that emulates a specific phenomenon of the …
A cyber-physical robotic mobile fulfillment system in smart manufacturing: The simulation aspect
Incorporating mobile robots into the production shop-floor helps realize the concept of smart
production, and it is considered one of the approaches to enhance manufacturing and …
production, and it is considered one of the approaches to enhance manufacturing and …