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Quantification of Disaggregation Difficulty with Respect to the Number of Meters
Elnaz Azizi, Mohammad T H Beheshti, Sadegh Bolouki
A promising approach toward efficient energy management is non-intrusive load monitoring (NILM), that is to extract the consumption profiles of appliances within a residence by ana…
Incorporating Coincidental Water Data into Non-intrusive Load Monitoring
Mohammad-Mehdi Keramati, Elnaz Azizi, Hamidreza Momeni +1
Non-intrusive load monitoring (NILM) as the process of extracting the usage pattern of appliances from the aggregated power signal is among successful approaches aiding residential…
A Novel Event-based Non-intrusive Load Monitoring Algorithm
Elnaz Azizi, Mohammad TH Beheshti, Sadegh Bolouki
Non-intrusive load monitoring (NILM), aims to infer the power profiles of appliances from the aggregated power signal via purely analytical methods. Existing NILM methods are susce…
Asynchronous Periodic Distributed Event-Triggered Frequency Control of Microgrids
Keywan Mohammadi, Elnaz Azizi, Mohammad-Taghi Hamidi-Beheshti +2
In this paper, we introduce a distributed secondary frequency control scheme for an islanded ac microgrid under event-triggered communication. An integral type event-triggered mech…