Forecasting high resolution electricity demand data with additive models including smooth and jagged components

Author:

Amato Umberto,Antoniadis Anestis,De Feis Italia,Goude Yannig,Lagache Audrey

Publisher

Elsevier BV

Subject

Business and International Management

Reference28 articles.

1. Additive model selection;Amato;Statistical Methods & Applications,2016

2. Estimation and group variable selection for additive partial linear models with wavelets and splines;Amato;South African Statistical Journal,2017

3. Wavelet methods in statistics: some recent developments and their applications;Antoniadis;Statistics Surveys,2007

4. Regularization of wavelet approximations;Antoniadis;Journal of the American Statistical Association,2001

5. SLOPE - Adaptive variable selection via convex optimization;Bogdan;Annals of Applied Statistics,2014

Cited by 23 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. Intrinsically interpretable machine learning-based building energy load prediction method with high accuracy and strong interpretability;Energy and Built Environment;2024-08

2. Electricity Load Prediction using AI;2024 5th International Conference on Recent Trends in Computer Science and Technology (ICRTCST);2024-04-09

3. Short-Term Electricity Load Forecasting for Fine-Grained Data with PLAM;Statistics for Industry, Technology, and Engineering;2024

4. Advancements in super-resolution methods for smart meter data;Frontiers in Energy Research;2023-12-22

5. High-resolution peak demand estimation using generalized additive models and deep neural networks;Energy and AI;2023-07

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3