Resource scheduling based on energy consumption for sustainable manufacturing

被引:45
作者
Raileanu, Silviu [1 ]
Anton, Florin [1 ]
Iatan, Alexandru [2 ]
Borangiu, Theodor [1 ]
Anton, Silvia [1 ]
Morariu, Octavian [1 ]
机构
[1] Univ Politehn Bucuresti, Dept Automat & Appl Informat, Bucharest, Romania
[2] Univ Civil Engn Bucharest, Dept Elect Engn, Bucharest, Romania
关键词
Intelligent manufacturing; Scheduling; Robotics; Agent-based approach; POWER-CONSUMPTION; TOOL LIFE; OPTIMIZATION; PICK;
D O I
10.1007/s10845-015-1142-5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:1519 / 1530
页数:12
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