Jiafan Yu

Regularization in Hierarchical Time Series Forecasting with Application to Electricity Smart Meter Data

Jiafan Yu, Ram Rajagopal, Souhaib Ben Taieb, 2017, AAAI.

DEEPCAST: UNIVERSAL TIME-SERIES FORECASTER

Jiafan Yu, Ram Rajagopal, Nikolay Laptev, 2018 .

Probabilistic estimation of the potentials of intervention-based demand side energy management

Jiafan Yu, Yang Weng, Ram Rajagopal, 2015, 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm).

DeepSolar: A Machine Learning Framework to Efficiently Construct a Solar Deployment Database in the United States

Jiafan Yu, Ram Rajagopal, Zhecheng Wang, 2018, Joule.

PaToPaEM: A Data-Driven Parameter and Topology Joint Estimation Framework for Time-Varying System in Distribution Grids

Jiafan Yu, Yang Weng, Ram Rajagopal, 2018, IEEE Transactions on Power Systems.

On certainty equivalence of demand charge reduction using storage

Jiafan Yu, Ram Rajagopal, Junjie Qin, 2017, 2017 American Control Conference (ACC).

The heterogeneity of thermal sensitivity of residential electricity load between China and USA

Jiafan Yu, Ram Rajagopal, Sila Kiliccote, 2017, BuildSys@SenSys.

VADER: Visualization and Analytics for Distributed Energy Resources pdf

Jiafan Yu, Yang Weng, Ram Rajagopal, 2017, ArXiv.

PaToPa: A Data-Driven Parameter and Topology Joint Estimation Framework in Distribution Grids

Jiafan Yu, Yang Weng, Ram Rajagopal, 2017, IEEE Transactions on Power Systems.