6 citations · 6 across the 4 of their papers we have counts for
4 papers
Domain-Adapted Power Curve for Cross-Farm Applications
Ahmadreza Chokhachian, V. Roshan Joseph, Yu Ding
The wind energy industry relies on accurate power curve models to make power forecast, evaluate turbine performance, quantify upgrade, or support site-planning decisions. In this p…
Spatio-Temporal Gaussian Process for Building Terrain-Incorporating Wind Power Curves
Ahmadreza Chokhachian, V. Roshan Joseph, Yu Ding
Accurate modeling of wind turbine power curves is crucial for optimal wind farm operation. Nearly all existing power curve models focus on temporal variables such as wind speed and…
Fast Gaussian Process Approximations for Autocorrelated Data
Ahmadreza Chokhachian, Matthias Katzfuss, Yu Ding
This paper is concerned with the problem of how to speed up computation for Gaussian process models trained on autocorrelated data. The Gaussian process model is a powerful tool co…
Gaussian process aided function comparison using noisy scattered data
Abhinav Prakash, Rui Tuo, Yu Ding
This work proposes a nonparametric method to compare the underlying mean functions given two noisy datasets. The motivation for the work stems from an application of comparing wind…