Development of Tools for Decision Support System Based Hydraulic Simulation and IoT for Irrigation System

Abstract

Smart agriculture is of important for countries worldwide. In the situation of water scarcity, the effective use of water is urgent for every sector, especially in Vietnam. A large areas of agriculture field in Vietnam is irrigated through branches of rivers where valve gates are installed to take water for irrigation channel. The existing operations of irrigation channels are based on human experience with assumption that water level at front of the channels is always sufficient. However, now a day, with the effect of climate change and the conditions of complicated agriculture activities, the river conveys water levels and flows to irrigation channels are so different, as it varies with short time interval. The use of control policy without predictive model therefore lacks reliability and affects on the irrigation planning. In addition, the operations of irrigation channel systems at different areas on the same river should be cooperated to ensure the goal of sufficient water supply. In this paper, with the innovative technology of IoT and simulation cores, we developed a new computation framework which combines IoT real time data and MIKE 11 model to predict water flows and water levels for irrigation channels. The application is evaluated on An Kim Hai river in Vietnam

I. Introduction

II. A Combination Framework Between Iot and Hydraulic Simulation Model-Mike

III. Tools and Web Design

IV. Case Study

V. Conclusions

References

1. J. Arshad, M. Aziz, A. Al-Huqail, M. Husnain, A.U. Rehman and M. Shafiq, "An internet of things solution for smart agriculture", Agronomy, vol. 11, no. 11, pp. 1-18, 2021.

2. L. Garcia, L. Parra, J. M. Jimenez, J. Lloret and P Lorenz, "IoT-based smart irrigation systems: An overview on the recent trends on sensors and IoT systems for irrigation in precision agriculture", Sensors, vol. 20, no. 4, pp. 1-48, 2020.

3. Y. Mashayekhy, A. Babaei, X.M. Yuan and A. Xue, "Impact of Internet of Things (IoT) on inventory management: A literature survey", Logistics, vol. 6, no. 2, pp. 1-19, 2022.

4. Z. Boulouard, M. Ouaissa, M. Ouaissa, F. Siddiqui, M. Almutiq, M, et al., "An integrated artificial intelligence of things environment for river flood prevention", Sensors, vol. 22, no. 23, pp. 1-20, 2022.

5. I.M. Hayder, T.A. Al-Amiedy, W. Ghaban, F. Saeed, M. Nasser, G.A. Al-Ali, et al., "An Intelligent Early Flood Forecasting and Prediction Leveraging Machine and Deep Learning Algorithms with Advanced Alert System", Processes, vol. 11, no. 2, pp. 1-23, 2023.

6. Lombardi Marco, Francesco Pascale and Domenico Santaniello, "Internet of things: A general overview between architectures protocols and applications", Information, vol. 12, no. 2, pp. 1-20, 2021.

7. J. Arshad, M. Aziz, A.A. Al-Huqail, M. Husnain, A.U. Rehman, M. Shafiq, et al., "Implementation of a LoRaWAn based smart agriculture decision support system for optimum crop yield", Sustainability, vol. 14, no. 2, pp. 1-20, 2022.

8. Gloria Andre, Francisco Cercas and Nuno Souto, "Design and implementation of an IoT gateway to create smart environments", Procedia Computer Science, vol. 109, pp. 568-575, 2017.

9. T.A. Phuong, T.V. Tra, N.A. Duc, D.H. Son, T.M. Cuong, P.N. Anh, et al., "Research and test building integrated flood flood and drought monitoring and warning system in real time on WebGIS platform", Vietnam Journal of Hydrometeorology, vol. EME4, pp. 314-324, 2022.

10. MIKE 11: A modelling system for Rivers and Channels. User Guide, pp. 1-510, 2017.

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► See detail:   Development of Tools for Decision Support System Based Hydraulic Simulation and IoT for Irrigation System

Uong Huy Hiep

Center for Participatory Irrigation Managememt, VietNam Academy for Water Resources, Hanoi, Vietnam

Dang Khoa Nguyen

Faculty of Applied Sciences, International School, Vietnam National University, Hanoi, Vietnam

Bui Quang Huong

National Center for Water Resources Planning and Investigation (NAWAPI), Hanoi, Vietnam

Pham Duc Dai

Faculty of Electrical and Electronics Engineering, Thuyloi University, Hanoi, Vietnam

2023 15th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)