Day-Ahead and Intra-Day Building Load Forecast With Uncertainty Bounds Using Small Data Batches-Reference-Cited by-同舟云学术

Day-Ahead and Intra-Day Building Load Forecast With Uncertainty Bounds Using Small Data Batches

Published:2023-11 Issue:6 Volume:31 Page:2584-2595
ISSN:1063-6536
Container-title:IEEE Transactions on Control Systems Technology
language:
Short-container-title:IEEE Trans. Contr. Syst. Technol.

Author:

Lauricella Marco¹^ORCID,Fagiano Lorenzo²^ORCID

Affiliation:

1. ABB Corporate Research, ABB AG, Ladenburg, Germany

2. Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy

Funder

ABB—Politecnico di Milano Joint Research Center through the Ph.D. Scholarship “Methodologies for the Estimation and Monitoring From Data of Electric Systems.”

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Control and Systems Engineering

Link

http://xplorestaging.ieee.org/ielx7/87/10292780/10132004.pdf?arnumber=10132004

Reference38 articles.

1. Load Forecasting Using Support Vector Machines: A Study on EUNITE Competition 2001

2. Unified Set Membership theory for identification, prediction and filtering of nonlinear systems

3. A Fourier Series Model to Predict Hourly Heating and Cooling Energy Use in Commercial Buildings With Outdoor Temperature as the Only Weather Variable

4. Data-driven filtering for linear systems using Set Membership multistep predictors

5. Neural network load forecasting with weather ensemble predictions

Cited by 3 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Building energy consumption prediction method based on Bayesian regression and thermal inertia correction;International Journal of Renewable Energy Development;2023-11-11

2. Data-driven non-parametric chance-constrained model predictive control for microgrids energy management using small data batches;Frontiers in Control Engineering;2023-08-17

3. Homothetic Tube Model Predictive Control With Multi-Step Predictors;IEEE Control Systems Letters;2023