A systematic review of building electricity use profile models
The building sector contributes significantly to overall energy consumption and carbon
emissions. Improving renewable energy utilization in buildings is of considerable …
emissions. Improving renewable energy utilization in buildings is of considerable …
From active distribution systems to decentralized microgrids: A review on regulations and planning approaches based on operational factors
Restructuring of power systems along with the integration of renewable energy resources in
electricity networks have transformed traditional distribution networks (DNs) into new active …
electricity networks have transformed traditional distribution networks (DNs) into new active …
A sharing economy for residential communities with PV-coupled battery storage: Benefits, pricing and participant matching
The transition of the energy sector towards more decentral, renewable and digital structures
and a higher involvement of local residents as prosumers calls for innovative business …
and a higher involvement of local residents as prosumers calls for innovative business …
Clustering of residential electricity customers using load time series
O Motlagh, A Berry, L O'Neil - Applied energy, 2019 - Elsevier
Clustering of electricity customers supports effective market segmentation and management.
The literature suggests the clustering of residential customers by their load characteristics …
The literature suggests the clustering of residential customers by their load characteristics …
A machine learning-based framework for clustering residential electricity load profiles to enhance demand response programs
Load shapes derived from smart meter data are frequently employed to analyze daily energy
consumption patterns, particularly in the context of applications like Demand Response …
consumption patterns, particularly in the context of applications like Demand Response …
Energy demand science for a decarbonized society in the context of the residential sector
To develop a decarbonized society, two contradictory requirements must be met:(1)
reducing energy demand and (2) creating flexibility in energy demand in order to respond to …
reducing energy demand and (2) creating flexibility in energy demand in order to respond to …
A review on economic and technical operation of active distribution systems
Along with the advent of restructuring in power systems, considerable integration of
renewable energy resources has motivated the transition of traditional distribution networks …
renewable energy resources has motivated the transition of traditional distribution networks …
[HTML][HTML] Clustering based analysis of residential duck curve mitigation through solar pre-cooling: A case study of Australian housing stock
A clustering based analysis of solar pre-cooling for around 450 Australian homes equipped
with rooftop Photovoltaics (PV) and Air Conditioning (AC) is presented. By simulating the …
with rooftop Photovoltaics (PV) and Air Conditioning (AC) is presented. By simulating the …
Electricity pattern analysis by clustering domestic load profiles using discrete wavelet transform
S Cen, JH Yoo, CG Lim - Energies, 2022 - mdpi.com
Energy demand has grown explosively in recent years, leading to increased attention of
energy efficiency (EE) research. Demand response (DR) programs were designed to help …
energy efficiency (EE) research. Demand response (DR) programs were designed to help …
An energy-cyber-physical system for personalized normative messaging interventions: Identification and classification of behavioral reference groups
Within residences, normative messaging interventions have encouraged households to
engage in various pro-environmental behaviors. In norm-based intervention campaigns, it is …
engage in various pro-environmental behaviors. In norm-based intervention campaigns, it is …