Load Forecasting Uncertainty Quantification

Load Forecasting Uncertainty Quantification is a methodological framework within load forecasting that characterizes the probabilistic bounds and confidence levels of predicted electricity demand by systematically assessing sources of uncertainty in forecasting models, inputs, and external factors.

220

Publications

14.9K

Citations

706

Authors

298

Institutions

Publications per year

2017–2026

121

Parents

Load Forecasting

Publications

220

Short-Term Load and Wind Power Forecasting Using Neural Network-Based Prediction Intervals

Hao Quan, Dipti Srinivasan, Abbas Khosravi · IEEE Transactions on Neural Networks and Learning Systems · 2013 · 614 citations

Computing, Computational Engineering, Forecasting +15

Electric load forecasting methods: Tools for decision making

Heiko Hahn, Silja Meyer-Nieberg, Stefan Pickl · European Journal of Operational Research · 2009 · 547 citations

Management, Decision Sciences, Electrical Engineering +14

Electrical load forecasting models: A critical systematic review

Corentin Kuster, Yacine Rezgui, Monjur Mourshed · Sustainable Cities and Society · 2017 · 522 citations

Management, Electrical Engineering, Demand Forecasting +13

Electricity load forecasting by an improved forecast engine for building level consumers

Yang Liu, Wang Wei, Noradin Ghadimi · Energy · 2017 · 403 citations

Computing, Architectural Engineering, Building Science +16

Probabilistic Load Forecasting via Quantile Regression Averaging on Sister Forecasts

Bidong Liu, Jakub Nowotarski, Tao Hong et al. · IEEE Transactions on Smart Grid · 2015 · 313 citations

Computing, Data Science, Forecasting +13

1–5 of 220

Authors

706

YW
Yi Wang
Tsinghua University, China
10 publications · 1.2K citations
10
h-index
NZ
Ning Zhang
Tsinghua University, China
7 publications · 836 citations
7
h-index
TH
Tao Hong
University of North Carolina at Charlotte, United States
7 publications · 962 citations
7
h-index
DS
Dipti Srinivasan
National University of Singapore, Singapore
6 publications · 1.3K citations
6
h-index
HQ
Hao Quan
National University of Singapore, Singapore
5 publications · 1.1K citations
5
h-index

1–5 of 706

Institutions

298

1–8 of 298

Venues

Energy
22 publications · 1.9K citations
18
h-index
IEEE Transactions on Smart Grid
17 publications · 1.9K citations
16
h-index
Applied Energy
13 publications · 904 citations
13
h-index
IEEE Transactions on Power Systems
14 publications · 2K citations
13
h-index
International Journal of Forecasting
12 publications · 821 citations
12
h-index

1–5