Resource scheduling based on energy consumption for sustainable manufacturing |
| |
Authors: | Silviu Raileanu Florin Anton Alexandru Iatan Theodor Borangiu Silvia Anton Octavian Morariu |
| |
Affiliation: | 1.Department of Automation and Applied Informatics,University Politehnica of Bucharest,Bucharest,Romania;2.Department of Electrical Engineering,University of Civil Engineering of Bucharest,Bucharest,Romania |
| |
Abstract: | The paper proposes an agent-based approach for measuring in real time energy consumption of resources in job-shop manufacturing processes. Data from industrial robots is collected, analysed and assigned to operation types, and then integrated in an optimization engine in order to estimate how alternating between makespan and energy consumption as objective functions affects the performances of the whole system. This study focuses on the optimization of energy consumption in manufacturing processes through operation scheduling on available resources. The decision making algorithm relies on a decentralized system collecting data about resources implementing thus an intelligent manufacturing control system; the optimization problem is implemented using IBM ILOG OPL. |
| |
Keywords: | |
本文献已被 SpringerLink 等数据库收录! |
|