Sustainable management of produced water supply chain system: the validation of model-independent parameters for Kuwait oil company case study

References

• Ahmad, N. A., P. S. Goh, L. T. Yogarathinam, A. K. Zulhairun, and A. F. Ismail. 2020. “Current Advances in Membrane Technologies for Produced Water Desalination.” Desalination 493 (May): 114643. https://doi.org/10.1016/j.desal.2020.114643.
   Google Scholar
• Al-Abdullah, Y. M., Al-Ragom, F., Al-Sayegh, O and Heaps, C. 2019. Kuwait Energy Outlook Sustaining Prosperity Through Strategic Energy Management. Kuwait. https://www.undp.org/content/dam/rbas/doc/EnergyandEnvironment/KEOreportEnglish.pdf.
   Google Scholar
• AlAnezi, K., M. Al-Samhan, M. Belkharchouche, W. Abuhaimed, S. Alali, K. Alenizi, A. Alfuraij, et al. 2018. “Comparative Analysis of Produced Water Collected from Different Oil Gathering Centers in Kuwait.” Journal of Environmental Protection 9 (06): 736–750. https://doi.org/10.4236/jep.2018.96046.
   Google Scholar
• Al-Ballam, S., Pandey, D., Pallath, G., & Kuijvenhoven, C. 2018. “A Cost-Effective Water Management Strategy for Developing Large Heavy Oil Field in Northern Kuwait.” Society of Petroleum Engineers - SPE. https://doi.org/10.2118/193736-MS.
   Google Scholar
• Aledan, A. B., and T. Erfani. 2023. “Sustainable Produced Water Supply Chain Design and Optimisation: Trading-Off the Economic Cost and Environmental Impact in Kuwait Oil Company.” Journal of Cleaner Production 391 December 2022:136185. https://doi.org/10.1016/j.jclepro.2023.136185.
   Web of Science ®Google Scholar
• Al-Ghouti, M. A., M. A. Al-Kaabi, M. Y. Ashfaq, and D. A. Da’na. 2019. “Produced Water Characteristics, Treatment and Reuse: A Review.” Journal of Water Process Engineering 28 September 2018:222–239. https://doi.org/10.1016/j.jwpe.2019.02.001.
   Web of Science ®Google Scholar
• Alhumoud, J. M., H. S. Behbehani, and T. H. Abdullah. 2003. “Wastewater reuse practices in Kuwait.” The Environmentalist 23 (2): 117–126. https://doi.org/10.1023/A:1024831503569.
   Google Scholar
• Ali, F. M., Al Wazzan, R., Robinson, M., & Thawer, R. 2013. “Efficient Upgrading Philosophy to Manage Future Effluent Water in the Kuwait Oil Company, Greater Burgan Field.” SPE Middle East Oil and Gas Show and Conference, 2: 1465–1471. https://doi.org/10.2118/164336-ms.
   Google Scholar
• Al-Jarallah, R. 2013. “The Potential for Reusing Grey Water and Its Generation Rates for Sustainable Potable Water Security in Kuwait.” Journal of Engineering Research 1 (1): 97–112.
   Web of Science ®Google Scholar
• Alkhudhiri, A., N. Darwish, and N. Hilal. 2013. “Produced Water Treatment: Application of Air Gap Membrane Distillation.” Desalination 309: 46–51. https://doi.org/10.1016/j.desal.2012.09.017.
   Web of Science ®Google Scholar
• Alsayegh, O. A. 2021. “Barriers Facing the Transition Toward Sustainable Energy System in Kuwait.” Energy Strategy Reviews 38 (November): 100779. https://doi.org/10.1016/j.esr.2021.100779.
   Google Scholar
• Alzahrani, S., and A. W. Mohammad. 2014. “Challenges and Trends in Membrane Technology Implementation for Produced Water Treatment: A Review.” Journal of Water Process Engineering 4 (C): 107–133. https://doi.org/10.1016/j.jwpe.2014.09.007.
   Google Scholar
• Cheng, K., Z. Lu, and K. Zhang. 2019. “Multivariate Output Global Sensitivity Analysis Using Multi-Output Support Vector Regression.” Structural and Multidisciplinary Optimization 59 (6): 2177–2187. https://doi.org/10.1007/s00158-018-2184-z.
   Web of Science ®Google Scholar
• Clark, C. E., and J. A. Veil. 2009. Produced Water Volumes and Management Practices in the United States. United State: U.S. Department of Energy.
   Google Scholar
• Coha, M., G. Farinelli, A. Tiraferri, M. Minella, and D. Vione. 2021. “Advanced Oxidation Processes in the Removal of Organic Substances from Produced Water: Potential, Configurations, and Research Needs.” Chemical Engineering Journal 414 September 2020:128668. https://doi.org/10.1016/j.cej.2021.128668.
   Web of Science ®Google Scholar
• Conrad, C. L., Y. Ben Yin, T. Hanna, A. J. Atkinson, P. J. J. Alvarez, T. N. Tekavec, M. A. Reynolds, et al. 2020. “Fit-For-Purpose Treatment Goals for Produced Waters in Shale Oil and Gas Fi Elds.” Water Research 173:115467. https://doi.org/10.1016/j.watres.2020.115467.
   PubMed Web of Science ®Google Scholar
• Cui, Y., Z. Geng, Q. Zhu, and Y. Han. 2017. “Review: Multi-Objective Optimization Methods and Application in Energy Saving.” Energy 125:681–704. https://doi.org/10.1016/j.energy.2017.02.174.
   Web of Science ®Google Scholar
• Dawoud, H. D., H. Saleem, N. A. Alnuaimi, and S. J. Zaidi. 2021. “Characterization and Treatment Technologies Applied for Produced Water in Qatar.” Water (Switzerland) 13 (24): 3573. https://doi.org/10.3390/w13243573.
   Google Scholar
• Dudek, M., E. A. Vik, S. V. Aanesen, and G. Øye. 2020. “Colloid Chemistry and Experimental Techniques for Understanding Fundamental Behaviour of Produced Water in Oil and Gas Production.” Advances in Colloid and Interface Science 276:102105. https://doi.org/10.1016/j.cis.2020.102105.
   PubMed Web of Science ®Google Scholar
• Echchelh, A., T. Hess, and R. Sakrabani. 2018. “Reusing Oil and Gas Produced Water for Irrigation of Food Crops in Drylands.” Agricultural Water Management 206 (July 2017): 124–134. https://doi.org/10.1016/j.agwat.2018.05.006.
   Google Scholar
• Elaila, S. Z., Elred, A., Al Makseed, N. H., Al-Banai, M. K., & Al-Mutairi, S. N. 2017. “Subsurface Disposal of Produced Water and Simultaneous Increased Oil Production Achieved within the Same Wellbore Using Inverted ESP - North Kuwait Case Study.” Society of Petroleum Engineers - SPE Kuwait Oil and Gas Show and Conference 2017. https://doi.org/10.2118/187624-ms.
   Google Scholar
• Eltony, M. N. 2008. “Estimating Energy Price Elasticities for the Non-Oil Manufacturing Industries in Kuwait.” OPEC Energy Review 32 (2): 184–195. https://doi.org/10.1111/j.1753-0237.2008.00149.x.
   Google Scholar
• Entrekin, S., A. Trainor, J. Saiers, L. Patterson, K. Maloney, J. Fargione, J. Kiesecker, et al. 2018. “Water Stress from High-Volume Hydraulic Fracturing Potentially Threatens Aquatic Biodiversity and Ecosystem Services in Arkansas, United States.” Environmental Science and Technology 52 (4): 2349–2358. https://doi.org/10.1021/acs.est.7b03304.
   PubMed Web of Science ®Google Scholar
• Erfani, T., and R. Erfani. 2015a. “An Evolutionary Approach to Solve a System of Multiple Interrelated Agent Problems.” Applied Soft Computing Journal 37:40–47. https://doi.org/10.1016/j.asoc.2015.07.049.
   Web of Science ®Google Scholar
• Erfani, T., and R. Erfani. 2015b. Fair Resource Allocation Using Multi-Population Evolutionary Algorithm. Applications of Evolutionary. Computation: Springer International Publishing.
   Google Scholar
• Erfani, T., H. Mokhtar, and R. Erfani. 2018. “Self-Adaptive Agent Modelling of Wind Farm for Energy Capture Optimisation.” Energy Systems 9 (1): 209–222. https://doi.org/10.1007/s12667-017-0243-y.
   Google Scholar
• Fakhru’l-Razi, A., A. Pendashteh, L. C. Abdullah, D. R. A. Biak, S. S. Madaeni, and Z. Z. Abidin. 2009. “Review of Technologies for Oil and Gas Produced Water Treatment.” Journal of Hazardous Materials 170 (2–3): 530–551. https://doi.org/10.1016/j.jhazmat.2009.05.044.
   PubMed Web of Science ®Google Scholar
• Freyman, M. 2014. “Water Demand by the Numbers.”
   Google Scholar
• Goodwin, S. 2014. Dissertation Water Management and Reuse Strategies for Unconventional Oil and Gas Fields. Colorado State University.
   Google Scholar
• Hale, C., R. Erfani, and K. Kontis. 2010. “Multiple Encapsulated Electrode Plasma Actuators to Influence the Induced Velocity: Further Configurations.” 40th Fluid Dynamics Conference and Exhibit.
   Google Scholar
• Harden, C. J. 2014. “SPE Hydrocarbon economics and evaluation symposium.” Discount Rate Development in Oil and Gas Valuation.
   Google Scholar
• Hernández, E. A. A. 2021. Management of Produced Water from the Oil and Gas Industry: Treatment, Disposal and Beneficial Reuse. Politecnico di torino. https://webthesis.biblio.polito.it/19969/.
   Google Scholar
• Hribernik, A., M. Bauman, and A. Lobnik. 2009. “Aplication of 2k Factorial Design in Wastewater Decolorization Research.” 19th IMEKO World Congress 2009.
   Google Scholar
• Jabarzadeh, Y., H. Reyhani Yamchi, V. Kumar, and N. Ghaffarinasab. 2020. “A Multi-Objective Mixed-Integer Linear Model for Sustainable Fruit Closed-Loop Supply Chain Network.” Management of Environmental Quality: An International Journal 31 (5): 1351–1373. https://doi.org/10.1108/MEQ-12-2019-0276.
   Google Scholar
• Jiménez, S., M. M. Micó, M. Arnaldos, F. Medina, and S. Contreras. 2018. “State of the Art of Produced Water Treatment.” Chemosphere 192:186–208. https://doi.org/10.1016/j.chemosphere.2017.10.139.
   PubMed Web of Science ®Google Scholar
• Kajenthira, A., A. Siddiqi, and L. D. Anadon. 2012. “A New Case for Promoting Wastewater Reuse in Saudi Arabia: Bringing Energy into the Water Equation.” Journal of Environmental Management 102:184–192. https://doi.org/10.1016/j.jenvman.2011.09.023.
   PubMed Web of Science ®Google Scholar
• Karapataki, C. 2012. “Techno-economic analysis of water management options for unconventional shale gas developments in the Marcellus shale.” Master’s Thesis. Massachusetts institute of technology.
   Google Scholar
• Katz, L. E., R. S. Bowman, and E. J. S. 2003. “Treatment of Produced Oil and Gas Waters with Surfactant- Modified Zeolite.”
   Google Scholar
• Komzolov, A., T. Kirichenko, O. Kirichenko, Y. Nazarova, and N. Shcherbakova. 2021. “The Problem of Determining Discount Rate for Integrated Investment Projects in the Oil and Gas Industry.” MDPI-Mathematics 9 (24): 1–13. https://doi.org/10.3390/math9243327.
   Web of Science ®Google Scholar
• Liden, T., I. C. Santos, Z. L. Hildenbrand, and K. A. Schug. 2018. “Treatment Modalities for the Reuse of Produced Waste from Oil and Gas Development.” Science of the Total Environment 643:107–118. https://doi.org/10.1016/j.scitotenv.2018.05.386.
   PubMed Web of Science ®Google Scholar
• Lu, J. 2016. “On Randomization-Based and Regression-Based Inferences for 2K Factorial Designs.” Statistics and Probability Letters 112:72–78. https://doi.org/10.1016/j.spl.2016.01.010.
   Web of Science ®Google Scholar
• Nashawi, I. S., A. Malallah, and M. Al-Bisharah. 2010. “Forecasting World Crude Oil Production Using Multicyclic Hubbert Model.” Energy and Fuels 24 (3): 1788–1800. https://doi.org/10.1021/ef901240p.
   Web of Science ®Google Scholar
• Nayar, K. G., J. Fernandes, R. K. McGovern, K. P. Dominguez, A. McCance, B. S. Al-Anzi, J. H. Lienhard, et al. 2019. “Cost and Energy Requirements of Hybrid RO and ED Brine Concentration Systems for Salt Production.” Desalination 456 (June 2018): 97–120. https://doi.org/10.1016/j.desal.2018.11.018.
   Google Scholar
• Nijhawan, N., and J. E. Myers. 2006. “Constructed Treatment Wetlands for the Treatment and Reuse of Produced Water in Dry Climates.” 8th SPE International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production 2006, 2, 553–560. https://doi.org/10.2118/98567-ms.
   Google Scholar
• Pianosi, F., K. Beven, J. Freer, J. W. Hall, J. Rougier, D. B. Stephenson, T. Wagener, et al. 2016. “Sensitivity Analysis of Environmental Models: A Systematic Review with Practical Workflow.” Environmental Modelling and Software 79:214–232. https://doi.org/10.1016/j.envsoft.2016.02.008.
   Web of Science ®Google Scholar
• Rodriguez, A. N. Z. 2019. Assessment of Produced Water Treatment Technologies for Beneficial. New Mexico State University.
   Google Scholar
• Saad, M. A., S. M. E. Rayes, and J. M. Pactor. 2016. “Plant Modification to Re-Use the Produced Water from the de-Hydration Unit at NGL Plant for Irrigation.” 4 (April): 1–6.
   Google Scholar
• Salem, F., and T. Thiemann. 2022. “Produced Water from Oil and Gas Exploration—Problems, Solutions and Opportunities.” Journal of Water Resource and Protection 14 (2): 142–185. https://doi.org/10.4236/jwarp.2022.142009.
   Google Scholar
• Scanlon, B. R., R. C. Reedy, P. Xu, M. Engle, J. P. Nicot, D. Yoxtheimer, Q. Yang, et al. 2020. “Can We Beneficially Reuse Produced Water from Oil and Gas Extraction in the U.S?” Science of the Total Environment 717 (February): 137085. https://doi.org/10.1016/j.scitotenv.2020.137085.
   PubMedGoogle Scholar
• Siderius, C., Conway, D., Yassine, M., Murken, L., & Lostis, P. L. 2019. Characterising the Water-Energy-Food Nexus in Kuwait and the Gulf Region Middle East Centre. www.lse.ac.uk/grantham/.
   Google Scholar
• Siderius, C., D. Conway, M. Yassine, L. Murken, P.-L. Lostis, and C. Dalin. 2020. “Multi-Scale Analysis of the Water-Energy-Food Nexus in the Gulf Region.” Environmental Research Letters 15 (9): 094024. https://doi.org/10.1088/1748-9326/ab8a86.
   Web of Science ®Google Scholar
• Simões, A., R. Macêdo-Júnior, B. Santos, L. Silva, D. Silva, and D. Ruzene. 2020. “Produced Water: An Overview of Treatment Technologies.” International Journal for Innovation Education and Research 8 (4): 207–224. https://doi.org/10.31686/ijier.vol8.iss4.2283.
   Google Scholar
• Sin, G., K. V. Gernaey, M. B. Neumann, M. C. M. van Loosdrecht, and W. Gujer. 2011. “Global Sensitivity Analysis in Wastewater Treatment Plant Model Applications: Prioritizing Sources of Uncertainty.” Water Research 45 (2): 639–651. https://doi.org/10.1016/j.watres.2010.08.025.
   PubMed Web of Science ®Google Scholar
• Tohid, E., K. Pachos, and J. J. Harou. 2020. “Decision-Dependent Uncertainty in Adaptive Real-Options Water Resource Planning.” Advances in Water Resources 136: 103490.
   Web of Science ®Google Scholar
• U.S. Energy Information Administration. 2016 Kuwait: Country Analysis Brief. http://www.eia.gov/beta/international/analysis_includes/countries_long/Nigeria/nigeria.pdf.
   Google Scholar
• Wagener, T., and F. Pianosi. 2019. “What Has Global Sensitivity Analysis Ever Done for Us? A Systematic Review to Support Scienti Fi C Advancement and to Inform Policy-Making in Earth System Modelling.” Earth-Science Reviews 194 (April): 1–18. https://doi.org/10.1016/j.earscirev.2019.04.006.
   Google Scholar
• Wang, Y., J. Huang, and H. Tang. 2020. “Global Sensitivity Analysis of the Hydraulic Parameters of the Reservoir Colluvial Landslides in the Three Gorges Reservoir Area, China.” Landslides 17 (2): 483–494. https://doi.org/10.1007/s10346-019-01290-9.
   Web of Science ®Google Scholar
• Wang, M., Wright, J., Buswell, R., & Brownlee, A. 2013. “A Comparison of Approaches to Stepwise Regression for Global Sensitivity Analysis Used with Evolutionary Optimization.” Proceedings of BS 2013: 13th Conference of the International Building Performance Simulation Association, 2551–2558.
   Google Scholar
• Ye, M., and M. C. Hill. 2017. Sensitivity Analysis in Earth Observation Modelling. https://doi.org/10.1016/B978-0-12-803011-0.00010-0.
   Google Scholar