Analysis and clustering of residential customers energy behavioral demand using smart meter data

S Haben, C Singleton… - IEEE transactions on smart …, 2015 - ieeexplore.ieee.org
Clustering methods are increasingly being applied to residential smart meter data, which
provides a number of important opportunities for distribution network operators (DNOs) to …

Cloud energy storage for residential and small commercial consumers: A business case study

J Liu, N Zhang, C Kang, D Kirschen, Q Xia - Applied energy, 2017 - Elsevier
Energy storage is extensively recognized as a significant potential resource for balancing
generation and load in future power systems. Although small residential and commercial …

Comparison of clustering approaches for domestic electricity load profile characterisation-Implications for demand side management

S Yilmaz, J Chambers, MK Patel - Energy, 2019 - Elsevier
Cluster analysis is increasingly applied to smart meter electricity demand data to identify
patterns in electricity consumption in order to improve load forecasting and to enhance …

Incorporating practice theory in sub-profile models for short term aggregated residential load forecasting

B Stephen, X Tang, PR Harvey… - … on Smart Grid, 2015 - ieeexplore.ieee.org
Aspirations of grid independence could be achieved by residential power systems
connected only to small highly variable loads if overall demand on the network can be …

Smart meters and smart devices in buildings: A review of recent progress and influence on electricity use and peak demand

KS Cetin, Z O'Neill - Current Sustainable/Renewable Energy Reports, 2017 - Springer
Abstract Purpose of Review Electric grids face significant challenges with peak and variable
demand and greenhouse gas emissions. As new technologies develop, they are used to …

Customer activity score

N Hersh, DB Ramagem, S Lodha, L Han… - US Patent …, 2021 - Google Patents
Aspects of the subject technology relate to methods and systems for calculating a customer
activity score (CAS). In some aspects, a method of the subject technology includes steps …

Method and system to control thermostat using biofeedback

DB Ramagem, OB Yeshua, C Hsiung… - US Patent …, 2018 - Google Patents
Illustrative embodiments of the present invention are directed to methods and systems for
receiving physiological data of occupants of a building and using the information to control …

Enhanced load profiling for residential network customers

B Stephen, AJ Mutanen, S Galloway… - … on Power Delivery, 2013 - ieeexplore.ieee.org
Anticipating load characteristics on low voltage circuits is an area of increased concern for
Distribution Network Operators with uncertainty stemming primarily from the validity of …

Handling bad or missing smart meter data through advanced data imputation

J Peppanen, X Zhang, S Grijalva… - 2016 IEEE Power & …, 2016 - ieeexplore.ieee.org
Smart meters and other the modern distribution measurement devices provide new and
more data, but usually they are subject to longer delays and lower reliability than …

Artificial-intelligence method for the derivation of generic aggregated dynamic equivalent models

EO Kontis, TA Papadopoulos, MH Syed… - … on Power Systems, 2019 - ieeexplore.ieee.org
Aggregated equivalent models for the dynamic analysis of active distribution networks
(ADNs) can be efficiently developed using dynamic responses recorded through field …