9 citations · 11 across the 8 of their papers we have counts for
7 papers · 1 filter
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…
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…
Forecast-Driven Scenario Generation for Building Energy Management Using Stochastic Optimization
Hossein Nourollahi Hokmabad, Tala Hemmati Shahsavar, Pedro P. Vergara +2
Buildings are essential components of power grids, and their energy performance directly affects overall power system operation. This paper presents a novel stochastic optimization…
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…
On the Stability of Strategic Energy Storage Operation in Wholesale Electricity Markets (Extended Version)
Aviad Navon, Juri Belikov, Ariel Orda +1
High shares of variable renewable energy necessitate substantial energy storage capacity. However, it remains unclear how to design a market that, on the one hand, ensures a stable…
Storage placement policy for minimizing frequency deviation: A combinatorial optimization approach
Ram Machlev, Nilanjan Roy Chowdhury, Juri Belikov +1
As the share of renewable sources is increasing the need for multiple storage units appropriately sized and located is essential to achieve better inertial response. This work focu…