NDLI: Simulation based evaluation and optimization for energy consumption of a typical welding shop

Content Provider	IEEE Xplore Digital Library
Author	Hao Liu Qianchuan Zhao Weihua Cao Ningjian Huang Xiang Zhao
Copyright Year	2011
Description	Author affiliation: Global Research & Development, General Motors Company, Warren, MI 48090, USA (Ningjian Huang; Xiang Zhao) \|\| Center for Intelligent and Networked Systems (CFINS), Department of Automation, TNList Lab, Tsinghua University, Beijing 100084, China (Hao Liu; Qianchuan Zhao; Weihua Cao)
Abstract	Manufacturing facility's energy consumption depends on series of factors such as machines and equipment used for production, manufacturing procedures, building design, outside weather conditions and indoor environmental requirements, where many of them are stochastic in nature, thus makes energy consumption optimization of manufacturing facility a very difficult and challenging problem. It is almost impossible to solve the problem via an analytical study, while experimental studies usually are very costly and time consuming. To overcome these difficulties, this paper proposes a simulation based approach to evaluate and optimize the energy consumption of a manufacturing facility, and we use a typical welding shop as an example. To achieve long term low energy consumption, we face a two-level optimization problem: the building design and daily production scheduling. In the proposed approach, we use EnergyPlus for integrated energy usage estimation and we apply Ordinal Optimization (OO) method and Genetic Algorithms (GA) for optimization of building design and production scheduling, respectively. Numerical examples and results are provided. The optimization concept and the modeling framework could be used for manufacturing facility design and production scheduling to minimize the total energy consumption while maintaining production throughput.
Starting Page	660
Ending Page	665
File Size	409822
Page Count	6
File Format	PDF
ISBN	9781457717307
ISSN	21618089
e-ISBN	9781457717321
e-ISBN	9781457717314
DOI	10.1109/CASE.2011.6042482
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-08-24
Publisher Place	Italy
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Energy consumption Optimization Welding Windows Glass Simulation based optimization Energy consumption optimization Welding energy estimation
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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