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[PDF][PDF] Advancing the industrial circular economy: the integrative role of machine learning in resource optimization
KY Lin, SH Wei - Journal of green economy and low-carbon …, 2023 - library.acadlore.com
In the face of escalating resource scarcity driven by the consumption of non-renewable
resources, the industrial circular economy (ICE) emerges as a vital paradigm shift, pivotal for …
resources, the industrial circular economy (ICE) emerges as a vital paradigm shift, pivotal for …
A comprehensive systematic review in e-waste studies: themes beyond metrics
A Ramírez Restrepo, RC Baars - International Journal of Environmental …, 2025 - Springer
A systematic review was carried out to investigate the current status of e-waste research.
Four main questions regarding the structure of the research field, its main core themes, its …
Four main questions regarding the structure of the research field, its main core themes, its …
Integrated Risk-Aware Smart Disassembly Planning for Scrap Electric Vehicle Batteries
S Yang, X Zhuo, W Ning, X **a, Y Huang - Energies, 2024 - mdpi.com
With the increase in the production of electric vehicles (EVs) globally, a significant volume of
waste power battery modules (WPBM) will be generated accordingly, posing challenges for …
waste power battery modules (WPBM) will be generated accordingly, posing challenges for …
An optimal disassembly sequence planning for complex products using enhanced deep reinforcement learning framework
M Chand, C Ravi - SN Computer Science, 2024 - Springer
Abstract Disassembly Sequence Planning (DSP) is a crucial problem in the field of repair
and maintenance. There is a pressing need for an efficient technique to solve the Complete …
and maintenance. There is a pressing need for an efficient technique to solve the Complete …
An efficient m-step lookahead rollout algorithm for profit-oriented selective disassembly sequence planning with operation stochastic failure
To fully reclaim large amounts of used electro-mechanic products, an effective and high-
quality disassembly sequence is crucial that separates a product into parts/components one …
quality disassembly sequence is crucial that separates a product into parts/components one …
Disassembly line optimization with reinforcement learning
As the environmental aspects become increasingly important, the disassembly problems
have become the researcher's focus. Multiple criteria do not enable finding a general …
have become the researcher's focus. Multiple criteria do not enable finding a general …
A rule-driven method for disassembly sequence real-time planning of intelligent mixed-flow disassembly line
X Chen, S Zhu, Z Jiang, W Yan, Y Wang… - Computers & Industrial …, 2024 - Elsevier
Intelligent mixed-flow disassembly serves an important role in enhancing the flexible
operation capability of the disassembly line for multi-variety and small-batch used …
operation capability of the disassembly line for multi-variety and small-batch used …
A novel reinforcement learning framework for disassembly sequence planning using Q-learning technique optimized using an enhanced simulated annealing …
M Chand, C Ravi - AI EDAM, 2024 - cambridge.org
The increase in Electrical and Electronic Equipment (EEE) usage in various sectors has
given rise to repair and maintenance units. Disassembly of parts requires proper planning …
given rise to repair and maintenance units. Disassembly of parts requires proper planning …
Optimising and modeling the mixed-model two-sided disassembly line balancing problem with human-robot cooperation restrictions
This study examines human-robot cooperation in a two-sided disassembly line balancing
problem, emphasising its importance in enhancing line flexibility and efficiency in the …
problem, emphasising its importance in enhancing line flexibility and efficiency in the …
Real-time sustainable cobotic disassembly planning using fuzzy reinforcement learning
Collaborative robots (cobots) play a vital role in smart manufacturing, particularly in
disassembly processes. Human-robot collaboration (HRC) methods simultaneously …
disassembly processes. Human-robot collaboration (HRC) methods simultaneously …