4 papers
Regularized Model Predictive Control
Komeil Nosrati, Juri Belikov, Aleksei Tepljakov +1
In model predictive control (MPC), the choice of cost-weighting matrices and designing the Hessian matrix directly affects the trade-off between rapid state regulation and minimizi…
When control meets large language models: From words to dynamics
Komeil Nosrati, Aleksei Tepljakov, Juri Belikov +1
While large language models (LLMs) are transforming engineering and technology through enhanced control capabilities and decision support, they are simultaneously evolving into com…
Explainable AI based System for Supply Air Temperature Forecast
Marika Eik, Ahmet Kose, Hossein Nourollahi Hokmabad +1
This paper explores the application of Explainable AI (XAI) techniques to improve the transparency and understanding of predictive models in control of automated supply air tempera…
Leveraging Bitcoin Mining Machines in Demand-Response Mechanisms to Mitigate Ramping-Induced Transients
Elinor Ginzburg-Ganz, Ittay Eyal, Ram Machlev +4
We propose an extended demand response program, based on ancillary service for supplying flexible electricity demand. In our proposed scheme, we suggest a broader management model…