Achin Jain

Data-driven model predictive control using random forests for building energy optimization and climate control

Francesco Smarra, Achin Jain, Tullio de Rubeis et al. · Applied Energy · 2018 · 325 citations

Energy Control, Energy Modeling, Engineering +10

On the design and tuning of linear model predictive control for wind turbines

Achin Jain, Georg Schildbach, Lorenzo Fagiano et al. · Renewable Energy · 2015 · 86 citations

Engineering, Wind Power Generation, Aerospace Engineering +8

Learning and Control Using Gaussian Processes

Achin Jain, Truong X. Nghiem, Manfred Morari et al. · 2018 · 86 citations

Artificial Intelligence, Model Optimization, Data-driven Optimization +15

Data-Driven Model Predictive Control with Regression Trees—An Application to Building Energy Management

Achin Jain, Francesco Smarra, Madhur Behl et al. · ACM Transactions on Cyber-Physical Systems · 2018 · 59 citations

Engineering, Regression Trees—an Application, Control Systems +17

Data-driven switching modeling for MPC using Regression Trees and Random Forests

Francesco Smarra, Giovanni Domenico Di Girolamo, Vittorio De Iuliis et al. · Nonlinear Analysis Hybrid Systems · 2020 · 51 citations

Engineering, Data Science, Regression Trees +8