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Enabling Efficient Model-Free Control of Large-Scale Canals by Exploiting Domain Knowledge 期刊论文
发表期刊: IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 出版年: 2021, 卷号: 68, 期号: 9, 页码: 8730-8742
作者:  Ren, Tao;  Niu, Jianwei;  Shu, Lei;  Hancke, Gerhard P.;  Wu, Jiyan;  Liu, Xuefeng;  Xu, Mingliang
收藏  |  浏览/下载：27/0  |  提交时间：2021/07/30
Irrigation  Hidden Markov models  Logic gates  Predictive models  Aerospace electronics  Learning (artificial intelligence)  Machine learning  Control experience  deep reinforcement learning (DRL)  large-scale canal  model-free control  simulations on Chinese largest water-delivery project (SNWTP)  
An Efficient Model-Free Approach for Controlling Large-Scale Canals via Hierarchical Reinforcement Learning 期刊论文
发表期刊: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. 出版年: 2021, 卷号: 17, 期号: 6, 页码: 4367-4378
作者:  Ren, Tao;  Niu, Jianwei;  Liu, Xuefeng;  Wu, Jiyan;  Lei, Xiaohui;  Zhang, Zhao
收藏  |  浏览/下载：12/0  |  提交时间：2021/07/30
Irrigation  Water resources  Logic gates  Predictive models  Reinforcement learning  Genetic algorithms  Numerical models  Canal control  hierarchical reinforcement learning (HRL)  model-free  multipool  south to north water transfer project  
Automatic surface water distribution systems: A reliable alternative for energy conservation in agricultural section 期刊论文
发表期刊: SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS. 出版年: 2021, 卷号: 45
作者:  Fard, Ardalan Askari;  Shahdany, S. Mehdy Hashemy;  Javadi, Saman
收藏  |  浏览/下载：3/0  |  提交时间：2021/11/19
Energy conservation  Groundwater overexploitation  Conjunctive operation  Model predictive control  Canal automation  
An economic-operational framework for optimum agricultural water distribution in irrigation districts without water marketing 期刊论文
发表期刊: AGRICULTURAL WATER MANAGEMENT. 出版年: 2019, 卷号: 221, 页码: 348-361
作者:  Hassani, Yousef;  Shandany, Seied Mehdy Hashemy;  Maestre, J. M.;  Zahraie, Banafsheh;  Ghorbani, Mohammad;  Henneberry, Shida Rastegari;  Kulshreshtha, Suren N.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/29
Agricultural water management  Economic PMP model  Canal automation  Irrigation districts  
Providing a Reliable Water Level Control in Main Canals under Significant Inflow Fluctuations at Drought Periods within Canal Automation 期刊论文
发表期刊: WATER RESOURCES MANAGEMENT. 出版年: 2017, 卷号: 31, 期号: 11, 页码: 3343-3354
作者:  Shahdany, S. M. Hashemy;  Firoozfar, A. R.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Main Canal operation  Decentralized configuration  Centralized control  Inflow fluctuation  Canal automation  
Applying Decentralized Water Level Difference Control for Operation of the Dez Main Canal under Water Shortage 期刊论文
发表期刊: JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING. 出版年: 2013, 卷号: 139, 期号: 12, 页码: 1037-1044
作者:  Hashemy, S. M.;  Van Overloop, P. J.
收藏  |  浏览/下载：3/0  |  提交时间：2019/11/29
Canals  Automation  Computer software  Control systems  Water levels  Water storage  Canals  Automation  Computer software  Control systems  In-line storage  Water level difference control  Proportional integral (PI) controller