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Smart manufacturing powered by recent technological advancements: A review
Smart manufacturing has attracted significant attention from both researchers and
manufacturing experts owing to its capability of accomplish the goals of Industry 4.0. It …
manufacturing experts owing to its capability of accomplish the goals of Industry 4.0. It …
[HTML][HTML] Envisioning maintenance 5.0: Insights from a systematic literature review of Industry 4.0 and a proposed framework
To provide direction and advice for future research on Industry 4.0 maintenance, we
conducted a comprehensive analysis of 344 eligible journal papers published between …
conducted a comprehensive analysis of 344 eligible journal papers published between …
A literature review and design methodology for digital twins in the era of zero defect manufacturing
In this paper, we analyze the literature concerning the implementation of digital twins (DTs)
for zero-defect manufacturing (ZDM) following a systematic method and, guided by a …
for zero-defect manufacturing (ZDM) following a systematic method and, guided by a …
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 …
[HTML][HTML] A review of deep reinforcement learning approaches for smart manufacturing in industry 4.0 and 5.0 framework
In this review, the industry's current issues regarding intelligent manufacture are presented.
This work presents the status and the potential for the I4. 0 and I5. 0's revolutionary …
This work presents the status and the potential for the I4. 0 and I5. 0's revolutionary …
[HTML][HTML] The adoption of digital technologies in the manufacturing world and their evaluation: A systematic review of real-life case studies and future research agenda
In the last decade, digitalization has transformed industrial systems worldwide and digital
technologies have increasingly been implemented in many different ways in the …
technologies have increasingly been implemented in many different ways in the …
[HTML][HTML] Artificial Intelligence in manufacturing: State of the art, perspectives, and future directions
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 …
has seen accelerated growth since the beginning of the 21st century. Successful AI …
[HTML][HTML] Job shop smart manufacturing scheduling by deep reinforcement learning
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 …
cope with changes in operational decision level planning processes in today's production …
[HTML][HTML] Artificial intelligence to solve production scheduling problems in real industrial settings: Systematic Literature Review
This literature review examines the increasing use of artificial intelligence (AI) in
manufacturing systems, in line with the principles of Industry 4.0 and the growth of smart …
manufacturing systems, in line with the principles of Industry 4.0 and the growth of smart …
[HTML][HTML] Development of a multidimensional conceptual model for job shop smart manufacturing scheduling from the Industry 4.0 perspective
Based on a scientific literature review in the conceptual domain defined by smart
manufacturing scheduling (SMS), this article identifies the benefits and limitations of the …
manufacturing scheduling (SMS), this article identifies the benefits and limitations of the …