4 papers
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…
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…