Volume 32, Issue 1 (IJIEPR 2021)                   IJIEPR 2021, 32(1): 13-27 | Back to browse issues page

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Aslani Khiavi S, Khaloozadeh H, Soltanian F. Regulating Bullwhip Effect in Supply Chain with Hybrid Recycling Channels using Linear Quadratic Gaussian Controller. IJIEPR 2021; 32 (1) :13-27
URL: http://ijiepr.iust.ac.ir/article-1-904-en.html
Regulating Bullwhip Effect in Supply Chain with Hybrid Recycling Channels using Linear Quadratic Gaussian Controller
Sajjad Aslani Khiavi1 , Hamid Khaloozadeh 2, Fahimeh Soltanian1
1- Department of Mathematics, Payame Noor University, Tehran, Iran
2- Department of Systems and Control, K.N. Toosi University of Technology, Tehran, Iran , h_khaloozadeh@kntu.ac.ir
Abstract:   (3177 Views)
In this paper, discrete time dynamic model for four-level supply chain system, including factory, wholesaler, retailer, and customer is designed with a recovery center as recycling hybrid channels. Due to the lack of coordination of the chain level and the unhealthy exchange of information in the system, almost all supply chains dynamic involving the stochastic noise. For the first time, in this paper, we proved that stochastic noise lead to the bullwhip effect and we mitigated this phenomenon with control theory. Also, we investigate the effects of the lead time, the various forecasting methods, and aggressive ordering on the bullwhip effect. In order to mitigate the bullwhip effect, we propose Kalman filter method. So, using linear quadratic Gaussian controller, not only effect of bullwhip was adjusted but, also the system become stable. Eventually, the simulation results in Meshkin match factory, indicate the efficiency of the proposed method.
Keywords: Supply Chain, Hybrid Recycling Channels, Bullwhip Effect, Kalman Filter, LQG
Full-Text [PDF 922 kb]   (1521 Downloads)    
Type of Study: Research | Subject: Logistic & Apply Chain
Received: 2019/05/28 | Accepted: 2020/10/19 | Published: 2020/12/11
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