113 citations · 694 across the 64 of their papers we have counts for
5 papers · 1 filter
AR-Net: A simple Auto-Regressive Neural Network for time-series
Oskar Triebe, Nikolay Laptev, Ram Rajagopal
In this paper we present a new framework for time-series modeling that combines the best of traditional statistical models and neural networks. We focus on time-series with long-ra…
Energy Resource Control via Privacy Preserving Data
Xiao Chen, Thomas Navidi, Ram Rajagopal
Although the frequent monitoring of smart meters enables granular control over energy resources, it also increases the risk of leakage of private information such as income, home o…
Cloud Storage for Multi-Service Battery Operation (Extended Version)
Mohammad Rasouli, Tao Sun, Camille Pache +4
We study a cloud storage operator who provides shared storage service for electricity end-users using the residual part of a multi-service grid-scale battery primarily used for hig…
On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks -- An Optimal Power Flow Approach
Alvaro Estandia, Maximilian Schiffer, Federico Rossi +4
In future transportation systems, the charging behavior of electric Autonomous Mobility on Demand (AMoD) fleets, i.e., fleets of electric self-driving cars that service on-demand t…
Distributed generation of privacy preserving data with user customization
Xiao Chen, Thomas Navidi, Stefano Ermon +1
Distributed devices such as mobile phones can produce and store large amounts of data that can enhance machine learning models; however, this data may contain private information s…