Classification and characterization of intra-day load curves of PV and non-PV households using interpretable feature extraction and feature-based clustering-Reference-Cited by-同舟云学术

Classification and characterization of intra-day load curves of PV and non-PV households using interpretable feature extraction and feature-based clustering

Published:2021-12 Issue: Volume:75 Page:103380
ISSN:2210-6707
Container-title:Sustainable Cities and Society
language:en
Short-container-title:Sustainable Cities and Society

Author:

Hu Maomao,Ge Dongjiao,Telford Rory,Stephen Bruce,Wallom David C.H.

Funder

Engineering and Physical Sciences Research Council

Publisher

Elsevier BV

Subject

Transportation,Renewable Energy, Sustainability and the Environment,Civil and Structural Engineering,Geography, Planning and Development

Reference49 articles.

1. Typical Meteorological Year (TMY). 2020. Available: https://e3p.jrc.ec.europa.eu/articles/typical-meteorological-year-tmy.

2. Sandia National Lab. PV Toolbox. 2020. Available: https://pvpmc.sandia.gov/applications/pv_lib-toolbox/.

3. Demand side flexibility: Potentials and building performance implications;Aduda;Sustainable Cities and Society,2016

4. Energy Demand Research Project: Early Smart Meter Trials, 2007-2010;AECOM Building Engineering,2014

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