DocumentCode :
2114432
Title :
Research on Control of Bullwhip Effect Based on Kalman Filter Arithmetic
Author :
Zhu Jiu-long
Author_Institution :
Economic & Manage. Sch., Zhongyuan Univ. of Technol., Zhengzhou
fYear :
2008
fDate :
18-18 Dec. 2008
Firstpage :
275
Lastpage :
278
Abstract :
To control bullwhip effect effectively is a prerequisite to reduce operational costs of supply chain system. Supply chain system with multiple distribution centers in which there is a single kind of product sold is selected as a study case. Control of system disturbance to cause bullwhip effect in supply chain is discussed based on Kalman filter theory and stochastic control method. Firstly, product inventory nominal model of supply chain system is set up and influence mechanism of bullwhip effect is concluded. Secondly, transmission process of product demand information in supply chain system is analyzed. Thirdly, calculation model of bullwhip effect is obtained by the comparison of product inventory fluctuation quantity of the distributor with product demand fluctuation quantity of the tradesman. Finally, arithmetic and control strategy of bullwhip effect are raised based on Kalman filter theory. The study provides a new method to control bullwhip effect in supply chain.
Keywords :
Kalman filters; cost reduction; goods distribution; process control; stochastic systems; supply chain management; Kalman filter arithmetic; Kalman filter theory; bullwhip effect; multiple distribution center; product demand fluctuation quantity; product inventory nominal model; stochastic control method; supply chain system; Arithmetic; Control systems; Costs; Demand forecasting; Fluctuations; Frequency response; Stochastic processes; Stochastic systems; Supply chain management; Supply chains; Kalman filter; bullwhip effect; model; stochastic control; supply chain management (SCM);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Future BioMedical Information Engineering, 2008. FBIE '08. International Seminar on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3561-6
Type :
conf
DOI :
10.1109/FBIE.2008.102
Filename :
5076737
Link To Document :
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