A Data-Driven Real-Time Irrigation Control Method Based on Model Predictive Control
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[1] Fengqi You,et al. Data‐driven adaptive nested robust optimization: General modeling framework and efficient computational algorithm for decision making under uncertainty , 2017 .
[2] D. Raes,et al. AquaCrop-The FAO Crop Model to Simulate Yield Response to Water: I. Concepts and Underlying Principles , 2009 .
[3] Dilini Delgoda,et al. Irrigation control based on model predictive control (MPC): Formulation of theory and validation using weather forecast data and AQUACROP model , 2016, Environ. Model. Softw..
[4] P. Georgiou,et al. Optimization model of an irrigation reservoir for water allocation and crop planning under various weather conditions , 2008, Irrigation Science.
[5] Fengqi You,et al. Data-driven decision making under uncertainty integrating robust optimization with principal component analysis and kernel smoothing methods , 2018, Comput. Chem. Eng..
[6] Alison McCarthy,et al. Simulation of irrigation control strategies for cotton using Model Predictive Control within the VARIwise simulation framework , 2014 .
[7] Dilini Delgoda,et al. Model Predictive Control for Real-Time Irrigation Scheduling , 2013 .
[8] S.Muhammad Umair,et al. Automation of Irrigation System Using ANN based Controller , 2010 .
[9] Liuping Wang,et al. Model Predictive Control System Design and Implementation Using MATLAB , 2009 .
[10] Ian R. Petersen,et al. Robust control of uncertain systems: Classical results and recent developments , 2014, Autom..
[11] Raphael Linker,et al. Efficient model-based sub-optimal irrigation scheduling using imperfect weather forecasts , 2016, Comput. Electron. Agric..
[12] Chao Shang,et al. Data-driven robust optimization based on kernel learning , 2017, Comput. Chem. Eng..
[13] Fengqi You,et al. Data-Driven Stochastic Robust Optimization: General Computational Framework and Algorithm Leveraging Machine Learning for Optimization under Uncertainty in the Big Data Era , 2017, Comput. Chem. Eng..
[14] D. Raes,et al. AquaCrop—The FAO Crop Model to Simulate Yield Response to Water: III. Parameterization and Testing for Maize , 2009 .
[15] Steven R. Raine,et al. Development and simulation of sensor-based irrigation control strategies for cotton using the VARIwise simulation framework , 2014 .
[16] Jeff S. Shamma,et al. A Receding Horizon Control algorithm for adaptive management of soil moisture and chemical levels during irrigation , 2009, Environ. Model. Softw..
[17] Iven Mareels,et al. A Systems Engineering Approach to Viticulture On-Farm Irrigation , 2008 .
[18] James B. Rawlings,et al. Postface to “ Model Predictive Control : Theory and Design ” , 2012 .
[19] Michael Nikolaou,et al. Robust stability analysis of constrained l1‐norm model predictive control , 1993 .