bullwhip effect

Using Machine Learning for Enhancing the Understanding of Bullwhip Effect in the Oil and Gas Industry

A.L. Sousa, T.P. Ribeiro, S. Relvas, A. Barbosa-Póvoa

Machine Learning and Knowledge Extraction (Published)
Sep, 2019

Several suppliers of oil and gas (O & G) equipment and services have reported the necessity of making frequent resources planning adjustments due to the variability of demand, which originates in unbalanced production levels. The occurrence of these specific problems for the suppliers and…

Continue Reading

Information sharing in supply chains with heterogeneous retailers

R. Dominguez, S. Cannella, A.P. Barbosa-Póvoa, J.M. Framinan

Omega (Published)
Sep, 2018

This work analyses partial information sharing involving retailers with different operational configurations. Retailers are characterized by four operational factors, i.e., demand variance, lead time average, forecasting period and inventory policy. The findings show that the performance…

Continue Reading

OVAP: A strategy to implement partial information sharing among supply chain retailers

R. Dominguez, S. Cannella, A.P. Barbosa-Póvoa, J.M. Framinan

Transportation Research Part E, Logistics and Transportation Review (Published)
Feb, 2018

This paper analyses the impact on supply chain performance of adopting different strategies to implement partial information sharing among heterogeneous retailers. Supply chains are modelled using a multi-agent systems approach. We find that the strategy adopted to construct the partial…

Continue Reading

Order-up-to-level policy update procedure for a supply chain subject to market demand uncertainty

E.O. Pacheco, S. Cannella, R. Lüders, A.P. Barbosa-Póvoa

Computers and Industrial Engineering (Published)
Nov, 2017

The planning of a supply chain (SC) subject to market demand uncertainty is challenging in regards to defining update mechanisms that deal with demand variations. This study addresses this challenge and proposes a new reorder point update procedure for order-up-to-level (OUTL) policies in…

Continue Reading

Effective bullwhip metrics for multi-echelon distribution systems under order batching policies with cyclic demand

J.J. Vicente, S. Relvas, A.P. Barbosa-Povoa

International Journal of Production Research (Published)
Aug, 2017

A large number of problems in a distribution supply chain require that decisions are made in the presence of the bullwhip effect phenomenon. The impact of the order batching policies on the bullwhip effect is analysed in this paper, when cycle demand on a multi-echelon supply chain operating is…

Continue Reading

Bullwhip effect metrics for multi-echelon systems under order batching policies with cyclic demand

J.J. Vicente, S. Relvas, A.P. Barbosa-Povoa

Proceedings of 2015 International Conference on Industrial Engineering and Systems Management, IEEE IESM 2015 (Published)
Jan, 2016

This paper analyzes how order batching policies impact on the bullwhip effect over a multi-echelon distribution supply chain facing cyclic demand. As a demand cycle is repeated over the time planning horizon, a wrapping around operator is considered and based on this a single cycle is required to…

Continue Reading

The effect of Inventory Record Inaccuracy in Information Exchange Supply Chains

S. Cannella, J.M. Framinan, M. Bruccoleri, A.P. Barbosa-Póvoa, S. Relvas

European Journal of Operational Research (Published)
Jan, 2015

The goal of this paper is to quantify the impact of Inventory Record Inaccuracy on the dynamics of collaborative supply chains, both in terms of operational performance (i.e. order and inventory stability), and customer service level. To do so, we model an Information Exchange Supply Chain…

Continue Reading

ARE YOU INTERESTED IN A COLLABORATION ?

Whether you are looking for a research group to support you on your research topic or you have a difficult problem to solve, contact us and possibly start a collaboration

Contact us