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Optimization of Integrated Reservoir for Supporting the Raw Water Supply

Shafur Bachtiar, Lily M. Limantara, Moh. Sholichin, Widandi Soetopo

Abstract


This research intends to analyze the optimal operation pattern for fulfilling the raw water demand, and it is conducted in the integrated cascade reservoir of Duriangkang-Muka Kuning, Batam City, Indonesia. However, Batam City is the economic center of the Riau Islands and absolutely needs enough raw water supplies to support its development. The need for raw water in Batam City is predicted to reach about 6,630.29 l/s in 2025. Due to the population growth that is estimated to reach about 1.8 million people in 2025 and the plan of Batam City development as an industry and tourism center, Batam City is faced with the condition that reservoir management becomes a very important thing for supporting the continuity of water supply. The methodology consists of collecting the supporting data, such as inflow, reservoir capacity curve, and data on water needs; then building the optimization model by determining the objective function and constraints of the integrated reservoir; and carrying out the optimization model by using linear programming and simulation models for the integrated reservoir operation. The result presents optimal reservoir operation of the integrated Duriangkang-Muka Kuning reservoirs. The reservoir operation consists of the boundary curve of upper and lower normal operation, the outflow for fulfilling the water need, and the rule of supply pumping from Duriangkang reservoir to Muka Kuning reservoir. It is hoped that the result can be used as a reference in operating the two reservoirs to fulfill the water needs of the Batam City population.

 

Doi: 10.28991/CEJ-2023-09-04-07

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Keywords


Optimization; Duriangkang; Muka Kuning; Reservoir Operation; Water Supply.

References


Iqbal, K., Limantara, L. M., Soetopo, W., & Andawayanti, U. (2020). Multi-reservoirs with inter-reservoir water transfer operation rules. IOP Conference Series: Earth and Environmental Science, 437(1), 12021. doi:10.1088/1755-1315/437/1/012021.

Gu, W., Shao, D., Tan, X., Shu, C., & Wu, Z. (2017). Simulation and Optimization of Multi-Reservoir Operation in Inter-Basin Water Transfer System. Water Resources Management, 31(11), 3401–3412. doi:10.1007/s11269-017-1675-9.

Mao, J., Zhang, P., Dai, L., Dai, H., & Hu, T. (2016). Optimal operation of a multi-reservoir system for environmental water demand of a river-connected lake. Hydrology Research, 47, 206–224. doi:10.2166/nh.2016.043.

Satyagraha, B., Limantara, L. M., Bisri, M., & Andawayanti, U. (2018). Model of water economic value optimization based on the land use change. Journal of Water and Land Development, 36(1), 143–152. doi:10.2478/jwld-2018-0014.

Gorguner, M., & Kavvas, M. L. (2020). Modeling impacts of future climate change on reservoir storages and irrigation water demands in a Mediterranean basin. Science of the Total Environment, 748, 141246. doi:10.1016/j.scitotenv.2020.141246.

Lankford, B., Pringle, C., McCosh, J., Shabalala, M., Hess, T., & Knox, J. W. (2023). Irrigation area, efficiency and water storage mediate the drought resilience of irrigated agriculture in a semi-arid catchment. Science of the Total Environment, 859, 160263. doi:10.1016/j.scitotenv.2022.160263.

Guo, X., Hu, T., Zhang, T., & Lv, Y. (2012). Bilevel model for multi-reservoir operating policy in inter-basin water transfer-supply project. Journal of Hydrology, 424–425, 252–263. doi:10.1016/j.jhydrol.2012.01.006.

Rani, D., Srivastava, D. K., & Gulati, T. R. (2016). A set of linked optimization models for an inter-basin water transfer. Hydrological Sciences Journal, 61(2), 371–392. doi:10.1080/02626667.2014.986484.

Gakpo, E., Tsephe, J., Nwonwu, F., & Viljoen, M. (2005). Application of stochastic dynamic programming (SDP) for the optimal allocation of irrigation water under capacity sharing arrangements. Agrekon, 44(4), 436–451. doi:10.1080/03031853.2005.9523721.

Satari, M. T., Kodal, S., & Öztürk, F. (2006). Application of deterministic mathematical method in optimizing the small irrigation reservoir capacity. Akdeniz Üniversitesi Ziraat Fakültesi Dergisi, 19(2), 261–267.

Moutonnet, P. (2002). Yield response factors of field crops to deficit irrigation. Deficit irrigation practices, Food and Agriculture Organization of the United Nations, Rome, Italy.

Miatkowski, Z., & Smarzyńska, K. (2017). Surface water resources of small agricultural watershed in the Kujawy region, central Poland. Journal of Water and Land Development, 33(1), 131–140. doi:10.1515/jwld-2017-0028.

Juwono, P. T., Limantara, L. M., & Rosiadi, F. (2018). Optimization of irrigation cropping pattern by using linear programming: Case study on irrigation area of Parsanga, Madura Island, Indonesia. Journal of Water and Land Development, 39(1), 51–60. doi:10.2478/jwld-2018-0058.

Wang, L., Zhang, F., Shi, X., Zeng, C., Ahmad, I., Wang, G., ... & Xu, X. (2023). Water resources system vulnerability in high mountain areas under climate change. Journal of Cleaner Production, 403, 136789. doi:10.1016/j.jclepro.2023.136789.

Bachtiar, S., Limantara, L. M., Sholichin, M., & Soetopo, W. (2022). Assessment of Water Availability in the Cascade Reservoir of Duriangkang-Muka Kuning for Supporting the Integrated Optimization. Journal of Southwest Jiaotong University, 57(3), 326–335. doi:10.35741/issn.0258-2724.57.3.26.

Bachtiar, S., Limantara, L. M., Sholichin, M., & Soetopo, W. (2022). Water Balance and Potency of the Duriangkang-Muka Kuning Reservoirs for Supporting the Raw Water Supply in Batam City, Indonesia. Journal of Hunan University Natural Sciences, 49(8), 55–59. doi:10.55463/issn.1674-2974.49.8.7.

Yu, J., Long, A., Deng, X., He, X., Zhang, P., Wang, J., & Hai, Y. (2020). Incorporating the red jujube water footprint and economic water productivity into sustainable integrated management policy. Journal of Environmental Management, 269, 110828. doi:10.1016/j.jenvman.2020.110828.

Osama, S., Elkholy, M., & Kansoh, R. M. (2017). Optimization of the cropping pattern in Egypt. Alexandria Engineering Journal, 56(4), 557–566. doi:10.1016/j.aej.2017.04.015.

Wu, N.L.A., & Coppins, R. (1981). Linear programming and extensions. McGraw-Hill, New York, United States.

Wurbs, R.A. (1993). Reservoir-system simulation and optimization models. Journal of Water Resources Planning and Management, 119(4), 455-472. doi:10.1061/(ASCE)0733-9496(1993)119:4(455).


Full Text: PDF

DOI: 10.28991/CEJ-2023-09-04-07

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Copyright (c) 2023 Lily Montarcih Limantara, Shafur Bachtiar, Moh. Sholichin, Widandi Soetopo

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