activity
20172021
most citedNon-Intrusive Energy Disaggregation Using Non-negative Matrix Factorization with Sum-to-k Constraint

132 citations · 155 across the 6 of their papers we have counts for

collaborators

6 papers

eess.SY2021★ 8 cited

Trilevel Scheduling Model Considering Residential Demand Flexibility of Aggregated HVACs and EVs under Distribution LMP

Xiaofei Wang, Fangxing Li, Jin Dong +5

Residential loads, especially heating, ventilation, and air conditioners (HVACs) and electric vehicles (EVs) have great potentials to provide demand flexibility which is an attribu…

eess.SY2020★ 1 cited

Aggregation and Data Driven Identification of Building Thermal Dynamic Model and Unmeasured Disturbance

Zhong Guo, Austin R. Coffman, Jeffrey Munk +3

An aggregate model is a single-zone equivalent of a multi-zone building, and is useful for many purposes, including model based control of large heating, ventilation and air condit…

eess.SY2018★ 3 cited

Privacy-Preserving Aggregation of Controllable Loads to Compensate Fluctuations in Solar Power

Jin Dong, Teja Kuruganti, Seddik Djouadi +2

Cybersecurity and privacy are of the utmost importance for safe, reliable operation of the electric grid. It is well known that the increased connectivity/interoperability between…

eess.SP2017

Estimation and Control over Cognitive Radio Channels with Distributed and Dynamic Spectral Activity

Xiao Ma, Seddik M. Djouadi, Husheng Li +1

Since its first inception by Joseph Mitola III in 1998 cognitive radio (CR) systems have seen an explosion of papers in the communication community. However, the interaction of CR…

math.OC2017★ 11 cited

Model-free Load Control for High Penetration of Solar Photovoltaic Generation

Ouassim Bara, Mohammad Olama, Seddik Djouadi +3

This paper presents a new model-free control (MFC) mechanism that enables the local distribution level circuit consumption of the photovoltaic (PV) generation by local building loa…

cs.CE2017★ 132 cited

Non-Intrusive Energy Disaggregation Using Non-negative Matrix Factorization with Sum-to-k Constraint

Alireza Rahimpour, Hairong Qi, David Fugate +1

Energy disaggregation or Non-Intrusive Load Monitoring (NILM) addresses the issue of extracting device-level energy consumption information by monitoring the aggregated signal at o…