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20182022
most citedA data-driven robust optimization approach to scenario-based stochastic model predictive control

135 citations · 248 across the 4 of their papers we have counts for

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eess.SY2022★ 1 cited

Dimension Reduction for Efficient Data-Enabled Predictive Control

Kaixiang Zhang, Yang Zheng, Chao Shang +1

In this letter, we propose a simple yet effective singular value decomposition (SVD) based strategy to reduce the optimization problem dimension in data-enabled predictive control…

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…