Abstract
Disassembly modeling and planning are meaningful and important to the reuse, recovery, and recycling of obsolete and discarded products. However, the existing methods pay little or no attention to resources constraints, e.g., disassembly operators and tools. Thus a resulting plan when being executed may be ineffective in actual product disassembly. This paper proposes to model and optimize selective disassembly sequences subject to multiresource constraints to maximize disassembly profit. Moreover, two scatter search algorithms with different combination operators, namely one with precedence preserved crossover combination operator and another with path-relink combination operator, are designed to solve the proposed model. Their validity is shown by comparing them with the optimization results from well-known optimization software CPLEX for different cases. The experimental results illustrate the effectiveness of the proposed method.
Original language | English (US) |
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Article number | 7297813 |
Pages (from-to) | 2435-2446 |
Number of pages | 12 |
Journal | IEEE Transactions on Cybernetics |
Volume | 46 |
Issue number | 10 |
DOIs | |
State | Published - Oct 13 2015 |
All Science Journal Classification (ASJC) codes
- Software
- Control and Systems Engineering
- Information Systems
- Human-Computer Interaction
- Computer Science Applications
- Electrical and Electronic Engineering
Keywords
- Disassembly
- Modeling and simulation
- Optimization
- Scatter search (SS) algorithm