A collaborative manufacturing execution platform for space product development

被引:4
作者
Peng, Gaoliang [1 ,2 ]
Jiang, Yang [2 ]
Xu, Jie [3 ]
Li, Xin [2 ]
机构
[1] Harbin Inst Technol, Sch Comp Sci, Harbin 150006, Peoples R China
[2] Harbin Inst Technol, Sch Mechatron, Harbin 150006, Peoples R China
[3] Harbin Univ Commercial, Sch Econ, Harbin, Peoples R China
基金
高等学校博士学科点专项科研基金; 中国国家自然科学基金; 中国博士后科学基金;
关键词
Space product development enterprise; Collaborative manufacturing; Job shop scheduling; GENETIC ALGORITHM; SHOP; OPTIMIZATION; FRAMEWORK; DESIGN;
D O I
10.1007/s00170-011-3837-x
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Space product development enterprise has the feature of single piece or small batch productions, in which the product manufacturing process changes frequently, key components need process preparation, and production scheduling problem is often complicated. According to the development process of space products, a collaborative platform under network-based manufacturing environment for space products development is proposed in this paper. The main structure of the platform and the cooperation process between each application modules are proposed. Moreover, a kind of dynamic job shop scheduling algorithm is presented. The algorithm is used to realize rapid response and adjust manufacturing plan when production or process plan has changed. Finally, a prototype system that supports space product manufacturing process management is developed and a case study is presented to demonstrate the efficiency of proposed algorithm.
引用
收藏
页码:443 / 455
页数:13
相关论文
共 28 条
[1]   A flexible artificial neural network-fuzzy simulation algorithm for scheduling a flow shop with multiple processors [J].
Azadeh, Ali ;
Moghaddam, Mohsen ;
Geranmayeh, Pegah ;
Naghavi, Arash .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 50 (5-8) :699-715
[2]   A distributed internet-based framework for manufacturing planning [J].
Cecil, J ;
Davidson, S ;
Muthaiyan, A .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2006, 27 (5-6) :619-624
[3]   Component-based modeling of enterprise architectures for collaborative manufacturing [J].
Chae, Heekwon ;
Choi, Younghwan ;
Kim, Kwangsoo .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 34 (5-6) :605-616
[4]   A parallel genetic algorithm for a flexible job-shop scheduling problem with sequence dependent setups [J].
Defersha, Fantahun M. ;
Chen, Mingyuan .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 49 (1-4) :263-279
[5]   A hybrid model using genetic algorithm and neural network for process parameters optimization in NC camshaft grinding [J].
Deng, Z. H. ;
Zhang, X. H. ;
Liu, W. ;
Cao, H. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2009, 45 (9-10) :859-866
[6]  
Dhaenens-Flipo C, 2001, IIE TRANS, V33, P705, DOI 10.1080/07408170108936867
[7]   A neural network-based control scheme for monitoring start-up processes and short runs [J].
Garjani, M. ;
Noorossana, R. ;
Saghaei, A. .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 51 (9-12) :1023-1032
[8]   Genetic optimization of order scheduling with multiple uncertainties [J].
Guo, Z. X. ;
Wong, W. K. ;
Leung, S. Y. S. ;
Fan, J. T. ;
Chan, S. F. .
EXPERT SYSTEMS WITH APPLICATIONS, 2008, 35 (04) :1788-1801
[9]   Research on ontology-based integration of product knowledge for collaborative manufacturing [J].
Jiang, Yang ;
Peng, Gaoliang ;
Liu, Wenjian .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2010, 49 (9-12) :1209-1221
[10]   Pareto-optimality approach for flexible job-shop scheduling problems: hybridization of evolutionary algorithms and fuzzy logic [J].
Kacem, I ;
Hammadi, S ;
Borne, P .
MATHEMATICS AND COMPUTERS IN SIMULATION, 2002, 60 (3-5) :245-276