135 citations · 248 across the 4 of their papers we have counts for
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eess.SY2018★ 101 cited
Robust Model Predictive Control of Irrigation Systems with Active Uncertainty Learning and Data Analytics
Chao Shang, Wei-Han Chen, Abraham Duncan Stroock +1
We develop a novel data-driven robust model predictive control (DDRMPC) approach for automatic control of irrigation systems. The fundamental idea is to integrate both mechanistic…
math.OC2018★ 135 cited
A data-driven robust optimization approach to scenario-based stochastic model predictive control
Chao Shang, Fengqi You
Stochastic model predictive control (SMPC) has been a promising solution to complex control problems under uncertain disturbances. However, traditional SMPC approaches either requi…