53 citations · 114 across the 10 of their papers we have counts for
10 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…
Deconstructing Anomalies in Academic Promotion & Tenure Decisions Using Spectral Graph Theory
Sanjoy Das
Merit based promotion & tenure decision have always been controversial. This paper suggests an agent based model of the decision making processs using spectral graph theory, where…
Distributed Bi-level Energy Allocation Mechanism with Grid Constraints and Hidden User Information
Mohammad Nazif Faqiry, Sanjoy Das
A novel distributed energy allocation mechanism for Distribution System Operator (DSO) market through a bi-level iterative auction is proposed. With the locational marginal price a…