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Planning and evaluation of hybrid manufacturing–remanufacturing systems
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DOI：10.1016/j.jmsy.2026.04.039.png)
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Abstract
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• Linking market dynamics with capacities, precedences, material-flows via MINLP–CTMC. • Holistic HMRS planning reduces long-term costs, improves material flow efficiency. • Dynamic life-cycle modeling enables better investment decisions and cost structures. • Early remanufacturing integration outperforms manufacturing-only planning approaches.
Keywords:
Hybrid manufacturing–remanufacturing systems (HMRS)
Capacity planning and production concept planning
Factory planning
Dynamic market conditions
Mixed-integer non-linear programming model (MINLP)
Continuous-time Markov chain (CTMC)
Multi-objective genetic algorithm (MOGA)
Real-coded genetic algorithm (RCGA)
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