An effective hybrid algorithm for integrated process planning and scheduling

被引:93
作者
Li, Xinyu [1 ]
Shao, Xinyu [1 ]
Gao, Liang [1 ]
Qian, Weirong [1 ]
机构
[1] Huazhong Univ Sci & Technol, State Key Lab Digital Mfg Equipment & Technol, Wuhan 430074, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Process planning; Scheduling; Integrated process planning and scheduling; Hybrid algorithm; FLEXIBLE PROCESS PLANS; OPTIMIZATION;
D O I
10.1016/j.ijpe.2010.04.001
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Process planning and scheduling are two of the most important functions in the manufacturing system. Traditionally, process planning and scheduling were regarded as separate tasks performed sequentially, where scheduling was implemented after process plans had been generated. However, their functions are usually complementary. If the two systems can be integrated more tightly, greater performance and higher productivity of manufacturing system can be achieved. In this paper, a new hybrid algorithm (HA) based approach has been developed to facilitate the integration and optimization of these two systems. To improve the optimization performance of the approach, an efficient genetic representation, operator and local search strategy have been developed. Experimental studies have been used to test the performance of the proposed approach and to make comparisons between this approach and some previous works. The results show that the research on integrated process planning and scheduling (IPPS) is necessary and the proposed approach is a promising and very effective method on the research of IPPS. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:289 / 298
页数:10
相关论文
共 47 条
[1]  
[Anonymous], P CSCWD2005
[2]   An agent-based approach for integrating manufacturing operations [J].
Anosike, A. I. ;
Zhang, D. Z. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 121 (02) :333-352
[3]   Analyzing the effect of dispatching rules on the scheduling performance through grammar based flexible scheduling system [J].
Baykasoglu, Adil ;
Ozbakir, Lale .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2010, 124 (02) :369-381
[4]  
BECKENDORFF U, 1991, P C FACT AUT INF MAN, P875
[5]   Modelling, measurement and evaluation of sequencing flexibility in manufacturing systems [J].
Benjaafar, S ;
Ramakrishnan, R .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1996, 34 (05) :1195-1220
[6]   ALPS - A LANGUAGE FOR PROCESS SPECIFICATION [J].
CATRON, BA ;
RAY, SR .
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, 1991, 4 (02) :105-113
[7]  
CHAN FTS, 2006, P CIS IEEE
[8]  
CHRYSSOLOURIS G, 1985, ANN CIRP, V34, P413
[9]  
Chryssolouris G., 1984, Robotics and Computer- Integrated Manufacturing, V1, P315, DOI DOI 10.1016/0736-5845(84)90020-6
[10]  
Franz R., 2006, Representations for genetic and evolutionary algorithms