Michaelangelo D. Tabone
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View article: Real-time disaggregation of renewable energy generation on an electricity distribution system
Real-time disaggregation of renewable energy generation on an electricity distribution system Open
Techniques are described for disaggregation of renewable energy generation on an electricity distribution system. Aggregate power measurements are identified a distribution substation. Active power load of the distribution substation and a…
View article: An International Undergraduate Research Experience In Sustainable Engineering
An International Undergraduate Research Experience In Sustainable Engineering Open
NOTE: The first page of text has been automatically extracted and included below in lieu of an abstract An International Undergraduate Research Experience in Sustainable Engineering Abstract The University of Pittsburgh’s Swanson School of…
View article: Statistical Clear Sky Fitting Algorithm
Statistical Clear Sky Fitting Algorithm Open
We present an algorithm that estimates a clear sky performance signal from the measured power of a PV system. The algorithm uses only observed power output, and assumes no knowledge of weather, irradiance data, or system configuration meta…
View article: Disaggregating solar generation behind individual meters in real time
Disaggregating solar generation behind individual meters in real time Open
Real-time photovoltaic (PV) generation information is crucial for distribution system operations such as switching, state-estimation, and voltage management. However, most behind-the-meter solar installations are not monitored. Typically, …
View article: An Equivalent Time-Variant Storage Model to Harness EV Flexibility: Forecast and Aggregation
An Equivalent Time-Variant Storage Model to Harness EV Flexibility: Forecast and Aggregation Open
The demand for vehicle charging will necessitate large investments in power distribution, transmission, and generation. However, this demand is often also flexible in time, and can be actively managed to reduce the needed investments, and …
View article: VADER: Visualization and Analytics for Distributed Energy Resources
VADER: Visualization and Analytics for Distributed Energy Resources Open
Enabling deep penetration of distributed energy resources (DERs) requires comprehensive monitoring and control of the distribution network. Increasing observability beyond the substation and extending it to the edge of the grid is required…
View article: Estimating Behind-the-meter Solar Generation with Existing Measurement Infrastructure
Estimating Behind-the-meter Solar Generation with Existing Measurement Infrastructure Open
Real-time PV generation information is crucial for distribution system operations, in particular for switching operations, state-estimation, and management of the voltage at the point of provision. However, most behind-the-meter solar inst…
View article: Towards Real-Time Estimation of Solar Generation From Micro-Synchrophasor Measurements
Towards Real-Time Estimation of Solar Generation From Micro-Synchrophasor Measurements Open
This paper presents a set of methods for estimating the renewable energy generation downstream of a measurement device using real-world measurements. First, we present a generation disaggregation scheme where the only information available…
View article: Leveraging New Data for Renewables Integration and Energy Efficiency
Leveraging New Data for Renewables Integration and Energy Efficiency Open
This dissertation develops new empirical methods that inform two questions in energy policy: How will locations of photovoltaic (PV) systems affect the the need for flexible resources in power systems? And how much energy is currently bein…
View article: Quantifying Flexibility of Residential Thermostatically Controlled Loads for Demand Response: A Data-driven Approach
Quantifying Flexibility of Residential Thermostatically Controlled Loads for Demand Response: A Data-driven Approach Open