From the 1 of 6 linked papers with an AI index.
6 papers
The Value of Perfect Endpoint Forecasts for Offshore-Wind Thermal Firming
Arash Khojaste, Geoffrey Pritchard, Golbon Zakeri
The paper evaluates how a perfect future demand forecast at a single future hour can reduce offshore‑wind thermal firming costs, using a cyclostationary MDP model with quantile Fou…
A Risk-Based Equilibrium Analysis of Energy Imbalance Reserve in Day-Ahead Electricity Markets
Ryan Ent, Golbon Zakeri, Tongxin Zheng +1
Energy imbalance reserve (EIR) product is introduced into the Independent System Operator (ISO) of New England's day-ahead wholesale electricity market to provide a better fuel pro…
Risk-Averse Markov Decision Processes: Applications to Electricity Grid and Reservoir Management
Arash Khojaste, Jonathan Pearce, Daniela Pucci de Farias +2
This paper develops risk-averse models to support system operators in planning and operating the electricity grid under uncertainty from renewable power generation. We incorporate…
Electricity Price-Aware Scheduling of Data Center Cooling
Arash Khojaste, Jonathan Pearce, Golbon Zakeri +1
Data centers are becoming a major consumer of electricity on the grid, with cooling accounting for about 40\% of that energy. As electricity prices vary throughout the day and year…
Baseline hydropower generation offer curves
Jonathan Pearce, Arash Khojaste, Golbon Zakeri +1
We outline a mathematical model for pricing hydropower generation. The model involves a Markov decision process that reflects the seasonal variation in historical time series of wa…
On monotone completion of risk markets: Limit results for incomplete risk markets
Iman Khajepour, Geoffrey Pritchard, Danny Ralph +1
We consider a competitive market with risk-averse participants. We assume that agents' risks are measured by coherent risk measures introduced by Artzner et al. (1999). Fundamental…