Proceedings of ESCAPE 35ISSN: 2818-4734
Volume: 4 (2025)
Table of Contents
LAPSE:2025.0281
Published Article
LAPSE:2025.0281
A Modern Portfolio Theory Approach for Chemical Production with Supply Chain Considerations for Efficient Investment Planning
Mohamad Almoussaoui, Dhabia M. Al-Mohannadi
June 27, 2025
Abstract
Commodity chemicals and energy supply chains are an essential part of the hydrocarbon industry in several countries. As these supply chains are susceptible to disruptions caused by various risks, the economies of countries that depend on the hydrocarbon sector as a major source of income might be negatively affected. One major risk is the price fluctuations of the resources used in the multiple stages of the supply chains. Investment decisions in this sector aim to secure the investment portfolio's financial returns against the risk of price fluctuations. This work introduces an adaptation of a portfolio optimization technique, the modern portfolio theory (MPT) to the case of commodity chemicals and energy supply chain investments by considering all supply chain stages in formulating the MPT framework. A case study considering four chemical commodities and three potential importing countries is presented with a sensitivity analysis that studies the impact of changing the costs associated with the several stages of the supply chain on the investment portfolio. Results show the importance of integrating both the chemical production and the shipping stages of the supply chain in developing a portfolio optimization framework and its impact on the optimal investment portfolios. The developed model guides investment planners to target the desired financial returns at a minimum risk.
Keywords
Investment Decision, Modern Portfolio Theory, Portfolio Selection, Supply Chain
Suggested Citation
Almoussaoui M, Al-Mohannadi DM. A Modern Portfolio Theory Approach for Chemical Production with Supply Chain Considerations for Efficient Investment Planning. Systems and Control Transactions 4:805-811 (2025) https://doi.org/10.69997/sct.165148
Author Affiliations
Almoussaoui M: Texas A&M University at Qatar, Chemical Engineering Program, Education City, Doha, Qatar
Al-Mohannadi DM: Texas A&M University at Qatar, Chemical Engineering Program, Education City, Doha, Qatar; Hamad Bin Khalifa University, College of Science and Engineering, Education City, Doha, Qatar; Texas A&M University, Department of Multidisciplinary Engineering, Col
Journal Name
Systems and Control Transactions
Volume
4
First Page
805
Last Page
811
Year
2025
Publication Date
2025-07-01
Version Comments
Original Submission
Other Meta
PII: 0805-0811-1355-SCT-4-2025, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2025.0281
This Record
External Link

https://doi.org/10.69997/sct.165148
Article DOI
Download
Files
Jun 27, 2025
Main Article
License
CC BY-SA 4.0
Meta
Record Statistics
Record Views
463
Version History
[v1] (Original Submission)
Jun 27, 2025
 
Verified by curator on
Jun 27, 2025
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2025.0281
 
Record Owner
PSE Press
Links to Related Works
Directly Related to This Work
Article DOI
References Cited
  1. Liu, S.Q., Huang, X., Li, X., Masoud, M., Chung, S., Yin, Y. How is China's energy security affected by exogenous shocks? Evidence of China-US trade dispute and COVID-19 pandemic. Discov Energy 1 (2021). https://doi.org/10.1007/s43937-021-00002-6
  2. Szczygielski, J. J., Brzeszczynski, J., Charteris, A., Bwanya, P. R. The COVID-19 storm and the energy sector: The impact and role of uncertainty. Energy Econ. 109 (2022). https://doi.org/10.1016/j.eneco.2021.105258
  3. Energy Technology Perspectives 2023. International Energy Agency (2023)
  4. Shaikh, I. Impact of COVID-19 pandemic on the energy markets. Econ Change Restruct 55: 433-484 (2021). https://doi.org/10.1007/s10644-021-09320-0
  5. Energy Technology Perspectives 2024. International Energy Agency (2024)
  6. Apergis, N., Fahmy, H. Geopolitical risk and energy price crash risk. Energy Econ. 140 (2024). https://doi.org/10.1016/j.eneco.2024.107975
  7. International Trade Administration https://www.trade.gov/country-commercial-guides/qatar-market-challenges
  8. Bret-Rouzaut, N. Economics of Oil and Gas Production. In The Palgrave Handbook of International Energy Economics. Palgrave Macmillan Cham, (2022) https://doi.org/10.1007/978-3-030-86884-0_1
  9. Lin, Z., Ji, J. The portfolio selection model of oil/gas projects based on real option theory. ICCS (2007). https://doi.org/10.1007/978-3-540-72588-6_151
  10. Markowitz, H. M. Portfolio Selection: Efficient Diversification of Investments. Yale University Press (1971)
  11. Markowitz, H. PORTFOLIO SELECTION*. J. Finance 7: 77-91 (1952). https://doi.org/10.1111/j.1540-6261.1952.tb01525.x
  12. Karakoc, D.B., Konar, M. Optimization of national grain imports to balance risk and return: a portfolio theory approach. Environ. Res.: Food Syst. 1 (2024). https://doi.org/10.1088/2976-601X/ad22d1
  13. Huang, Y.-H., Wu, J.-H. A portfolio theory based optimization model for steam coal purchasing strategy: A case study of Taiwan Power Company. J. Purch. Supply Manag. 22: 131-140 (2016). https://doi.org/10.1016/j.pursup.2016.03.001
  14. Wu, G., Liu, L.-C., Wei., Y.-M. Comparison of China's oil import risk: Results based on portfolio theory and a diversification index approach. Energy Policy 37:3557 - 3565 (2009). https://doi.org/10.1016/j.enpol.2009.04.031
  15. Bollino, C. A., Galkin, P. Energy security and portfolio diversification: conventional and novel perspectives. Energies (2021). https://doi.org/10.3390/en14144257
  16. Nowrouzi, A., Panahi, M., Ghaffarzadeh, H., Ataei., A. Optimizing Iran's natural gas export portfolio by presenting a conceptual framework for non-systematic risk based on portfolio theory. Energy Strat. Rev. 26 (2019). https://doi.org/10.1016/j.esr.2019.100403
  17. Shehab, S., Al-Mohannadi, D.M., Linke, P. Chemical production process portfolio optimization. Chem. Eng. Res. Des. 167: 207-217 (2021). https://doi.org/10.1016/j.cherd.2021.01.013
  18. Shehab, S., Linke, P., Al-Mohannadi, D.M. Chemical production process portfolio optimization considering resource integration. Chem. Eng. Res. Des. 179: 285-297 (2022). https://doi.org/10.1016/j.cherd.2022.01.022
  19. J. C. Francis and D. Kim, Assessing Risk. In: Modern Portfolio Theory: Foundations, Analysis, and New Developments. John Wiley & Sons, Incorporated (2013)
  20. World Integrated Trade Solution. https://wits.worldbank.org/
  21. Intratec. https://www.intratec.us/
  22. Gurobi Optimization. https://www.gurobi.com/