[PDF][PDF] Towards the 5th industrial revolution: A literature review and a framework for process optimization based on big data analytics and semantics

D Mourtzis - Journal of Machine Engineering, 2021 - bibliotekanauki.pl
The digitalization of modern manufacturing systems has resulted to increasing data
generation, also known as Big Data. Although there are several technologies and …

[HTML][HTML] Artificial Intelligence in manufacturing: State of the art, perspectives, and future directions

RX Gao, J Krüger, M Merklein, HC Möhring, J Váncza - CIRP Annals, 2024 - Elsevier
Inspired by the natural intelligence of humans and bio-evolution, Artificial Intelligence (AI)
has seen accelerated growth since the beginning of the 21st century. Successful AI …

Evolution and future of manufacturing systems

H ElMaraghy, L Monostori, G Schuh, W ElMaraghy - CIRP Annals, 2021 - Elsevier
The evolution of manufacturing systems, influenced by changes along four axes-products,
technology, business strategies and production paradigms-is presented. Adoption of human …

Closed-loop systems to circular economy: A pathway to environmental sustainability?

S Kara, M Hauschild, J Sutherland, T McAloone - CIRP Annals, 2022 - Elsevier
The global society faces an existential threat if it fails to meet current and future material
needs of its populations, while staying within the carrying capacity of our planet. An …

[HTML][HTML] Absolute sustainability: Challenges to life cycle engineering

MZ Hauschild, S Kara, I Røpke - CIRP annals, 2020 - Elsevier
The global society faces huge challenges to meet the expanding needs of a growing
population within the constraints posed by a climate crisis and a strongly accelerated loss of …

Investigating the impact of digital transformation on relationship and collaboration dynamics in supply chains and manufacturing networks–A multi-case study

J Hamann-Lohmer, M Bendig, R Lasch - International Journal of Production …, 2023 - Elsevier
The digital transformation (DT) is reshaping the economy and society. In supply chains
(SCs), DT involves adopting digital technologies to collaborate. DT opportunities are …

Digital twins in industry 4.0

P Stavropoulos, D Mourtzis - Design and operation of production networks …, 2022 - Elsevier
The digital twin is now within reach while manufacturing and manufacturing process become
increasingly digital and the Internet of Things (IoT) is becoming more and more dominant …

[HTML][HTML] Blockchain-based shared additive manufacturing

F Lupi, MGCA Cimino, T Berlec, FA Galatolo… - Computers & Industrial …, 2023 - Elsevier
Today, globalized markets require more resilient and agile manufacturing systems, as well
as customized and virtualized features. Classical self-standing manufacturing systems are …

Reinforcement learning for an intelligent and autonomous production control of complex job-shops under time constraints

T Altenmüller, T Stüker, B Waschneck, A Kuhnle… - Production …, 2020 - Springer
Reinforcement learning (RL) offers promising opportunities to handle the ever-increasing
complexity in managing modern production systems. We apply a Q-learning algorithm in …

Sustainable resource management in China's energy mining sector: A synthesis of development and conservation in the FinTech era

S Yang, A Jahanger, D Balsalobre-Lorente - Resources Policy, 2024 - Elsevier
The optimal exploitation of energy and mineral resources is crucial to the optimal allocation
of resources and the sustainable development of Society. Based on the optimal control …