A novel algorithm for optimal buffer allocation in automated asynchronous unreliable lines
| العنوان: | A novel algorithm for optimal buffer allocation in automated asynchronous unreliable lines |
|---|---|
| المؤلفون: | Maria Chiara Magnanini, Walter Terkaj, TULLIO ANTONIO MARIA TOLIO |
| المصدر: | The International Journal of Advanced Manufacturing Technology. 122:4405-4419 |
| بيانات النشر: | Springer Science and Business Media LLC, 2022. |
| سنة النشر: | 2022 |
| مصطلحات موضوعية: | Optimization, Buffer allocation, Control and Systems Engineering, Mechanical Engineering, Manufacturing systems, Industrial and Manufacturing Engineering, Software, Computer Science Applications |
| الوصف: | The Buffer Allocation Problem is a well-known optimization problem aiming at determining the optimal buffer sizes in a manufacturing system composed by various machines decoupled by buffers. This problem still has scientific relevance because of problem complexity and trade-off between conflicting goals. Moreover, it assumes industrial relevance in reconfigurable manufacturing lines, where buffer sizes can be easily adapted to the production scenario. This work proposes a novel algorithm integrating performance evaluation and optimization by means of throughput cuts based on a linear approximation. Numerical results show the validity of the proposed approach with respect to the traditional gradient-based method. Moreover, an industrial case study integrating the proposed approach into a decision-support system for the buffer allocation and reallocation is analyzed. |
| تدمد: | 1433-3015 0268-3768 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7765a14c4f9d3667405b0e0b8c62e399 https://doi.org/10.1007/s00170-022-09867-w |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi.dedup.....7765a14c4f9d3667405b0e0b8c62e399 |
| قاعدة البيانات: | OpenAIRE |
Find this article in full text from Springer Verlag. | تدمد: | 14333015 02683768 |
|---|