Search Results - "Vejdan, Sadegh"
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1
A deep neural network approach for behind-the-meter residential PV size, tilt and azimuth estimation
Published in Solar energy (15-01-2020)“…•Deep Neural Networks applied to estimate solar panel size, tilt and azimuth.•Solar panel size estimate with mean percentage error of 3.98%.•Tilt and azimuth…”
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Journal Article -
2
The Value of Real-Time Energy Arbitrage with Energy Storage Systems
Published in 2018 IEEE Power & Energy Society General Meeting (PESGM) (01-08-2018)“…The growing penetration of renewable generation has increased the volatility of energy prices, especially in the real-time market. Energy storage owners…”
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Conference Proceeding -
3
Accurate Dynamic Phasor Estimation Based on the Signal Model Under Off-Nominal Frequency and Oscillations
Published in IEEE transactions on smart grid (01-03-2017)“…Accurate and fast estimation of power system phasors is the key to reliable operation of power system and its control/protective equipment. There have been…”
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Journal Article -
4
Accelerated Zone II Operation of Distance Relay Using Impedance Change Directions
Published in IEEE transactions on power delivery (01-12-2017)“…Legacy distance protection introduces an intentional delay before the trip command for zone 2 internal faults. Instantaneous fault clearance in such faults can…”
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Journal Article -
5
The impact of instrumentation errors on dynamic state estimation-based protection
Published in 2017 IEEE Power & Energy Society General Meeting (01-07-2017)“…Protective relays work with low level voltage and current signals that are produced by instrumentation transformers. These non-ideal devices introduce errors…”
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Conference Proceeding -
6
Maximizing the Revenue of Energy Storage Participants in Day-Ahead and Real-Time Markets
Published in 2018 Clemson University Power Systems Conference (PSC) (01-09-2018)“…Determining the expected revenues from services provided by energy storage in a market is very important for investment decisions. Arbitrage in day-ahead and…”
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Conference Proceeding -
7
Analysis of multiple revenue streams for privately-owned energy storage systems
Published in 2018 IEEE Power and Energy Conference at Illinois (PECI) (01-02-2018)“…Energy storage systems (ESS) increase the flexibility of electric power systems and provide services and benefits to industry stakeholders. Optimization models…”
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Conference Proceeding -
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The expected revenue of energy storage from energy arbitrage service based on the statistics of realistic market data
Published in 2018 IEEE Texas Power and Energy Conference (TPEC) (01-02-2018)“…The integration of intermittent renewable energy resources is increasing the volatility of electricity prices and is changing the way power systems are…”
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Conference Proceeding -
9
Detecting Behind-the-Meter PV Installation Using Convolutional Neural Networks
Published in 2021 IEEE Texas Power and Energy Conference (TPEC) (02-02-2021)“…Increased penetration of behind-the-meter (BTM) PV installations can cause numerous challenges in planning and operation of distribution systems. Utilities…”
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Conference Proceeding -
10
An "On The Fly" Framework for Efficiently Generating Synthetic Big Data Sets
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…Collecting, analyzing and gaining insight from large volumes of data is now the norm in an ever increasing number of industries. Data analytics techniques,…”
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Conference Proceeding -
11
Behind-the-Meter Energy Storage: Economic Assessment and System Impacts in Georgia
Published in 2019 North American Power Symposium (NAPS) (01-10-2019)“…This paper presents an optimization approach to maximize the value of behind-the-meter energy storage that is owned and operated by customers. The objective of…”
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Conference Proceeding -
12
An "On The Fly" Framework for Efficiently Generating Synthetic Big Data Sets
Published 12-03-2019“…Collecting, analyzing and gaining insight from large volumes of data is now the norm in an ever increasing number of industries. Data analytics techniques,…”
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Journal Article -
13
Optimal energy and reserve markets participation of flexible loads in an active distribution network
Published in 2018 IEEE Power and Energy Conference at Illinois (PECI) (01-02-2018)“…In this paper, we present an optimal operation model for an active distribution utility with inflexible and flexible loads. The proposed model addresses how…”
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Conference Proceeding -
14
Resilience analysis of modular controllable transformers
Published in 2018 IEEE Texas Power and Energy Conference (TPEC) (01-02-2018)“…Modular controllable transformers (MCTs) are fractionally rated transformers that are smaller than conventional bulk power transformers and have power…”
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Conference Proceeding