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How energy price changes can affect production- and supply chain planning – A case study at a pulp company

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  • Waldemarsson, Martin
  • Lidestam, Helene
  • Karlsson, Magnus

Abstract

The process industry in general is very energy-intensive, and therefore models focusing on energy can be very important in order to reach higher profitability. In this study, an optimization model of the supply chain in a pulp company, where energy is included with respect to its revenue generating capabilities, is used. Using real company data, and through an analysis of the model’s results, we show that higher profitability can be achieved when integrating energy into the planning process. Our findings show that when energy-intensive raw materials not only provide fibre to the pulp process but also generate an energy surplus, there is room for different planning approaches in order to maximize the total profit. This paper reveals promising changes that can be made for improving the current planning process. The scenarios considered involve market changes for energy demand and price, and also alternative production opportunities. A cross-analysis compares the scenarios in order to reveal additional relations that are important to consider. Depending on a price change of energy, the model prioritizes in its selection of pulp products to produce. From this we provide guidelines on where and when to increase or decrease pulp production. The model shows that the company can increase its total profit no matter which of the included energy parameters that increase in price. The paper contributes to previous research by enhancing the usefulness of this model for not only the case company as such, but also by illustrating and describing how the approach applied can be useful for other cases within the energy intensive industry.

Suggested Citation

  • Waldemarsson, Martin & Lidestam, Helene & Karlsson, Magnus, 2017. "How energy price changes can affect production- and supply chain planning – A case study at a pulp company," Applied Energy, Elsevier, vol. 203(C), pages 333-347.
  • Handle: RePEc:eee:appene:v:203:y:2017:i:c:p:333-347
    DOI: 10.1016/j.apenergy.2017.05.146
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    References listed on IDEAS

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    1. Ozdamar, Linet & Birbil, Sevket Ilker, 1999. "A hierarchical planning system for energy intensive production environments," International Journal of Production Economics, Elsevier, vol. 58(2), pages 115-129, January.
    2. Klugman, Sofia & Karlsson, Magnus & Moshfegh, Bahram, 2007. "A Scandinavian chemical wood pulp mill. Part 1. Energy audit aiming at efficiency measures," Applied Energy, Elsevier, vol. 84(3), pages 326-339, March.
    3. Rafael Paiva & Reinaldo Morabito, 2009. "An optimization model for the aggregate production planning of a Brazilian sugar and ethanol milling company," Annals of Operations Research, Springer, vol. 169(1), pages 117-130, July.
    4. Zhao, Xiancong & Bai, Hao & Lu, Xin & Shi, Qi & Han, Jiehai, 2015. "A MILP model concerning the optimisation of penalty factors for the short-term distribution of byproduct gases produced in the iron and steel making process," Applied Energy, Elsevier, vol. 148(C), pages 142-158.
    5. H Gunnarsson & M Rönnqvist & D Carlsson, 2006. "A combined terminal location and ship routing problem," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 57(8), pages 928-938, August.
    6. Pätäri, Satu & Puumalainen, Kaisu & Jantunen, Ari & Sandstrüm, Jaana, 2011. "The interface of the energy and forest sectors--Potential players in the bioenergy business," International Journal of Production Economics, Elsevier, vol. 131(1), pages 322-332, May.
    7. Marshman, D.J. & Chmelyk, T. & Sidhu, M.S. & Gopaluni, R.B. & Dumont, G.A., 2010. "Energy optimization in a pulp and paper mill cogeneration facility," Applied Energy, Elsevier, vol. 87(11), pages 3514-3525, November.
    8. Rentizelas, Athanasios A. & Tolis, Athanasios I. & Tatsiopoulos, Ilias P., 2012. "Investment planning in electricity production under CO2 price uncertainty," International Journal of Production Economics, Elsevier, vol. 140(2), pages 622-629.
    9. May, Gökan & Barletta, Ilaria & Stahl, Bojan & Taisch, Marco, 2015. "Energy management in production: A novel method to develop key performance indicators for improving energy efficiency," Applied Energy, Elsevier, vol. 149(C), pages 46-61.
    10. Biel, K. & Glock, C. H., 2016. "Systematic literature review of decision support models for energy-efficient production planning," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 83071, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    11. Mulhall, Rachel Ann & Bryson, John R., 2014. "Energy price risk and the sustainability of demand side supply chains," Applied Energy, Elsevier, vol. 123(C), pages 327-334.
    12. Wolters, W. T. M. & Lambert, A. J. D. & Claus, J., 1995. "Sequencing problems in designing energy efficient production systems," International Journal of Production Economics, Elsevier, vol. 41(1-3), pages 405-410, October.
    13. Ji, Xiaoyan & Lundgren, Joakim & Wang, Chuan & Dahl, Jan & Grip, Carl-Erik, 2012. "Simulation and energy optimization of a pulp and paper mill – Evaporation plant and digester," Applied Energy, Elsevier, vol. 97(C), pages 30-37.
    14. Tari, Mehrdad Heidari & Soderstrom, Mats, 2002. "Optimisation modelling of industrial energy systems using MIND introducing the effect of material storage," European Journal of Operational Research, Elsevier, vol. 142(2), pages 419-433, October.
    15. Waldemarsson, Martin & Lidestam, Helene & Rudberg, Martin, 2013. "Including energy in supply chain planning at a pulp company," Applied Energy, Elsevier, vol. 112(C), pages 1056-1065.
    16. Carlsson, Dick & Ronnqvist, Mikael, 2005. "Supply chain management in forestry--case studies at Sodra Cell AB," European Journal of Operational Research, Elsevier, vol. 163(3), pages 589-616, June.
    17. Karlsson, Magnus, 2011. "The MIND method: A decision support for optimization of industrial energy systems - Principles and case studies," Applied Energy, Elsevier, vol. 88(3), pages 577-589, March.
    18. Bredstrom, David & Lundgren, Jan T. & Ronnqvist, Mikael & Carlsson, Dick & Mason, Andrew, 2004. "Supply chain optimization in the pulp mill industry--IP models, column generation and novel constraint branches," European Journal of Operational Research, Elsevier, vol. 156(1), pages 2-22, July.
    19. Ashayeri, J. & Heuts, R.J.M. & Lansdaal, H.G.L. & Strijbosch, L.W.G., 2006. "Cyclic production-inventory planning and control in the pre-Deco industry: A case study," International Journal of Production Economics, Elsevier, vol. 103(2), pages 715-725, October.
    20. Rudberg, Martin & Waldemarsson, Martin & Lidestam, Helene, 2013. "Strategic perspectives on energy management: A case study in the process industry," Applied Energy, Elsevier, vol. 104(C), pages 487-496.
    21. Gunnarsson, Helene & Rönnqvist, Mikael, 2008. "Solving a multi-period supply chain problem for a pulp company using heuristics--An application to Södra Cell AB," International Journal of Production Economics, Elsevier, vol. 116(1), pages 75-94, November.
    22. Josef Kallrath, 2005. "Solving Planning and Design Problems in the Process Industry Using Mixed Integer and Global Optimization," Annals of Operations Research, Springer, vol. 140(1), pages 339-373, November.
    23. Klugman, Sofia & Karlsson, Magnus & Moshfegh, Bahram, 2007. "A Scandinavian chemical wood-pulp mill. Part 2. International and model mills comparison," Applied Energy, Elsevier, vol. 84(3), pages 340-350, March.
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