Roy S. Smith

1. A Projected Gradient and Constraint Linearization Method for Nonlinear Model Predictive Control
   2016/10/21 by Giampaolo Torrisi, Torrisi, Giampaolo, Sergio Grammatico +5 · 4 citations
   Computer Science · Engineering · Mathematics · #Advanced Control Systems Optimization #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis
2. Physics-informed linear regression is competitive with two Machine Learning methods in residential building MPC
   2022/03/01 by Felix Bünning, Benjamin Huber, Adrian Schalbetter +5 · 3 citations
3. Optimal Data-Driven Prediction and Predictive Control using Signal Matrix Models
   2024/03/22 by Roy S. Smith, Smith, Roy S., Mohamed Abdalmoaty +3 · 3 citations
   Engineering · #Advanced Control Systems Optimization #Control Systems and Identification #FOS: Electrical engineering #Fault Detection and Control Systems #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Finite Sample Frequency Domain Identification
   2024/04/01 by Anastasios Tsiamis, Tsiamis, Anastasios, Mohamed Abdalmoaty +5 · 2 citations
   Engineering · #Control Systems and Identification #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Structural Health Monitoring Techniques #Systems and Control (eess.SY) #electronic engineering #information engineering
5. Kernel-based Impulse Response Identification with Side-Information on Steady-State Gain
   2021/10/31 by Mohammad R. Khosravi, Roy S. Smith, Khosravi, Mohammad +1 · 1 citation
   Decision Sciences · Engineering · Physics and Astronomy · #Control Systems and Identification #FOS: Electrical engineering #FOS: Mathematics #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Systems and Control (eess.SY) #electronic engineering #information engineering
6. MIMO Grid Impedance Identification of Three-Phase Power Systems: Parametric vs. Nonparametric Approaches
   2023/04/29 by Verena Häberle, Linbin Huang, Häberle, Verena +8 · 2 citations
   Engineering · #FOS: Electrical engineering #Frequency Control in Power Systems #Microgrid Control and Optimization #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Revisiting the Role of Euler Numerical Integration on Acceleration and Stability in Convex Optimization
   2021/02/23 by Peiyuan Zhang, Zhang, Peiyuan, Antonio Orvieto +7 · 1 citation
   Computer Science · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Numerical methods for differential equations #Optimization and Control (math.OC)