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06/21/2023
Dynamic Net Metering for Energy Communities
We propose a social welfare maximizing market mechanism for an energy co...
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10/24/2022
Novelty Detection in Time Series via Weak Innovations Representation: A Deep Learning Approach
We consider novelty detection in time series with unknown and nonparamet...
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09/05/2022
Convexifying Market Clearing of SoC-Dependent Bids from Merchant Storage Participants
State-of-charge (SoC) dependent bidding allows merchant storage particip...
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10/12/2021
As Easy as ABC: Adaptive Binning Coincidence Test for Uniformity Testing
We consider the problem of uniformity testing of Lipschitz continuous di...
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06/23/2021
Innovations Autoencoder and its Application in Real-Time Anomaly Detection
An innovations sequence of a time series is a sequence of independent an...
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04/15/2021
State and Topology Estimation for Unobservable Distribution Systems using Deep Neural Networks
Time-synchronized state estimation for reconfigurable distribution netwo...
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12/09/2020
Bad-Data Sequence Detection for Power System State Estimation via ICA-GAN
A deep learning approach to the detection of bad-data sequences in power...
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11/09/2020
Time Synchronized State Estimation for Incompletely Observed Distribution Systems Using Deep Learning Considering Realistic Measurement Noise
Time-synchronized state estimation is a challenge for distribution syste...
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06/05/2020
Coordinated Transaction Scheduling in Multi-Area Electricity Markets: Equilibrium and Learning
Tie-line scheduling in multi-area power systems in the US largely procee...
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01/23/2020
Universal Data Anomaly Detection via Inverse Generative Adversary Network
The problem of detecting data anomaly is considered. Under the null hypo...
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11/07/2018
Bayesian State Estimation for Unobservable Distribution Systems via Deep Learning
The problem of state estimation for unobservable distribution systems is...
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02/08/2018
Algorithmic Bidding for Virtual Trading in Electricity Markets
We consider the problem of optimal bidding for virtual trading in two-se...
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06/25/2016