53 citations · 75 across the 5 of their papers we have counts for
5 papers
A Data-Driven Machine Learning Approach for Consumer Modeling with Load Disaggregation
A. Khaled Zarabie, Sanjoy Das, Hongyu Wu
While non-parametric models, such as neural networks, are sufficient in the load forecasting, separate estimates of fixed and shiftable loads are beneficial to a wide range of appl…
An L0-Norm Constrained Non-Negative Matrix Factorization Algorithm for the Simultaneous Disaggregation of Fixed and Shiftable Loads
Ahmad Khaled Zarabie, Sanjoy Das
Energy disaggregation refers to the decomposition of energy use time series data into its constituent loads. This paper decomposes daily use data of a household unit into fixed loa…
Pareto-Optimal Allocation of Transactive Energy at Market Equilibrium in Distribution Systems: A Constrained Vector Optimization Approach
Ahmad Khaled Zarabie, Sanjoy Das
In a grid constrained transactive distribution system market, distribution locational marginal pricing DLMP is influenced by the distance from the substation to an energy user, the…
Fairness-Regularized DLMP-Based Bilevel Transactive Energy Mechanism in Distribution Systems
Ahmad Khaled Zarabie, Sanjoy Das, Mohammed Nazif Faqiry
Distribution locational marginal pricing (DLMP) can adversely affect users in a grid-constrained transactive distribution system market (DSM) that are at a distance away from the s…
A Day Ahead Market Energy Auction for Distribution System Operation
M. Nazif Faqiry, Ahmad Khaled Zarabie, Fatehullah Nassery +2
In this paper, we study a day ahead double energy auction in a distribution system involving dispatchable generation units, renewable generation units supported by battery storage…