author Joon Yung Moon 
2nd author Jinwoo Park 
presenter  
info This conference paper has been presented by Jinwoo Park on the International Conference on Advances in Production Management Systems. The conference has been held in Stavanger, Norway, 2011/9/26 ~ 2011/9/28 . 
year 2011 
category IC 
start / end date  
city / nation  
학회 APMS 
keywords production scheduling, unrelated parallel machine, genetic algorithm, smart grid optimization, real time electricity cost 
abstract This paper deals with the production and energy efficiency for the unrelated parallel machine scheduling problem. The proposed method allows the decision maker to find a compromise solution of the weighted sum objective of production and electricity use. Reliability models are used to consider the energy cost aspect of the problem. In many industrialized countries, manufacturing industries pay stratified electricity charge depending on time zone of a day (peak-load, mid-load, off-peak load). The emerging smart grid concept may demand industries to pay real-time hourly electricity cost to use energy most efficiently. The aim of this paper is to optimize the weighted sum of two criteria: the minimization of the make-span for production part and the minimization of time-dependent electricity cost. The performance of hybrid genetic algorithm with suggested “Blank Job Insertion” algorithm is demonstrated by simulation experiment. This hybrid algorithm is intended to be applied to the development project of integrated operation technology for autonomous reconfigurable production system. 

Download :

번호 category 학회 제목 author presenter year
35 IC  Asian eBiz  Applying Negotiation Patterns in Supply Chain Planning based on Self-integrating Environment file Yuncheol Kang    2005 
34 IC  CIE  Decision support system for preliminary cost estimation with case based reasoning file Jonghan Kim    2004 
33 IC  SCSC  Performance Evaluation of Alternative Designs for the Car Recycling System Using Simulation Analysis file Eoksu Sim    2004 
32 IC  GECCO  A Generic Network Design for a Closed-loop Supply Chain Using Genetic Algorithm file Eoksu Sim    2004 
31 IC  AsiaSim  Vendor Managed Inventory and its value in the various supply chain Sungwon Jung    2004 
30 IC  AsiaSim  Performance Analysis of Alternative Designs for a Vehicle Disassembly System using Simulation Modeling file Eoksu Sim    2004 
29 IC  AsiaSim  Reorder decision system based on the concept of the order risk using neural networks Sungwon Jung    2004 
28 IC  CIE  Information Strategy Planning for the Korean Postal Address Database file Tai-Woo Chang    2004 
27 IC  e-Biz  Design of Information System for e-Logistics Kitae Shin    2004 
26 IC  IBERC  An Ontology-Based Framework for e-Business Integration file Tai-Woo Chang    2003 
25 IC  ICPR  Combined production and distribution planning using demand based mixed Genetic Algorithm in a supply chain file Sungwon Jung    2003 
24 IC  ICMA  Machine-Understandable e-Business Modeling with Ontology Tai-Woo Chang    2002 
23 IC  Asian eBiz  A Systematic Approach for Ontology-based e-Business Modeling Tai-Woo Chang    2002 
22 IC  SCSC  Performance Improvement Methodology for a Manufacturing System using Petri Nets and Simulation Analysis Kichang Lee    2002 
21 IC  SCSC  Inventory Management in a Supply Chain using Neural Networks file Sungwon Jung    2002 
20 IC  PAIS  Knowledge Acquisition using Neural Network and Simulator Kitae Shin    2001 
19 IC  SeoulSim  Design for a Hybrid System of Integration Kanban with MRPII Taeyoung Song    2001 
18 IC  GECCO  A Study on the Resource Allocation Planning for Automated Container Terminals Yangja Jang    2001 
17 IC  ICPR  Development of a Decision Support System for the formulation of Manufacturing Kichang Lee    2001 
16 IC  ICRA  An On-Line Production Scheduler using Neural Network and Simulator based on Manufacturing System State file Kitae Kim    2001