Knowledge-based calculation and prediction of energy consumption in product manufacturing process

Huanan Ligong Daxue Xuebao/Journal of South China University of Technology (Natural Science)

Volumn 37, Issue 2, 2009, Pages 14-19

  Gong, Yun Qi ^a   Lu, Min ^a   Wang, Gang ^a   Fu, Yi Li ^a  

^a HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

Case based reasoning; Discrete manufacturing industry; Energy consumption prediction; Neural network; Ontology

Indexed keywords

CASE BASED REASONING; INDUSTRIAL ENGINEERING; INFORMATION THEORY; KNOWLEDGE BASED SYSTEMS; KNOWLEDGE REPRESENTATION; MACHINING; MANUFACTURE; NEURAL NETWORKS; ONTOLOGY; PRODUCTION ENGINEERING; SEMANTICS; SOFTWARE PROTOTYPING;

CASE RETRIEVALS; DISCRETE MANUFACTURING INDUSTRY; ENERGY CONSUMPTION; ENERGY CONSUMPTION PREDICTION; MACHINING PROCESS; MANUFACTURING PARAMETERS; MANUFACTURING PROCESS; NEW PRODUCTS; ONTOLOGY TECHNOLOGIES; PREDICTION METHODS; PRODUCT MANUFACTURING; PROTOTYPE SYSTEMS; SEMANTIC MODELS; SEMANTIC REPRESENTATIONS; TECHNICAL PROCESS;

ENERGY UTILIZATION;

EID: 63049105444     PISSN: 1000565X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (13)

1. Phylipsen G, Blok K, Worrell E. International comparisons of energy efficiency methodologies for the manufacturing industry[J]. Energy Polity, 1997, 25: 715-725.
2. Munoz A, Sheng P. An analytical approach for determining the environmental impact of machining processes[J]. Journal of Materials Processing Technology, 1995, 53(3/4): 736-758.
3. Liu Fei, Chen Xiao-hui, Liang Jie. The resource flow model of manufacturing systems[J]. China Mechanical Engineering, 1997(4): 78-81.
4. Chen Xiao-hui, Liu Fei, Liang Jie. CAPP system optimizing materials and energy resources[J]. Machinery Manufacturing Engineer, 1998(5): 2-4.
5. Ni Yi-hua, Gu Xin-jian, Wu Zhao-tong. Exploitation of knowledge management platform faced to manufacture corporations based on ontology[J]. China Mechanical Engineering, 2005, 16(15): 1353-1357.
6. Gong Yun-qi, Lv Min, Wang Gang, et al. Research on process knowledge management based on ontology[C]//Proceedings of IEEE International Conference on Engineering, Services and Knowledge Management. Shanghai:[s.n.], 2007: 5385-5388.
7. Lin J, Fox M, Bilgic T. A requirements ontology for concurrent engineering[J]. Concurrent Engineering: Research and Applications, 1996, 4(4): 279-291.
8. Yang Qing-hai, Qi Guo-ning, Huang Zhe-ren, et al. Evaluation method of machine hour of part based on case-based reasoning and SML[J]. Chinese Journal of Mechanical Engineering, 2007, 43(5): 99-105.
9. Tang Ting-xiao, Liu Yong, Huang Xiang, et al. Case base maintenance of CBR system based on case cover capability and case fitness degree[J]. Journal of South China University of Technology: Natural Science Edition, 2005, 33(12): 61-65.
10. Yang Zhi-gang, Ma Zi-qin, Liu Cheng-ying, et al. Process plan cases retrieval approach based on part characteristic list and key machine tools[J]. Computer Integrated Manufacturing Systems, 2003, 9(7): 556-560.