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 …
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
Energy storage is extensively recognized as a significant potential resource for balancing
generation and load in future power systems. Although small residential and commercial …
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
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 …
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 …
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
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 …
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 …
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 …
receiving physiological data of occupants of a building and using the information to control …
Enhanced load profiling for residential network customers
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 …
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 …
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
Aggregated equivalent models for the dynamic analysis of active distribution networks
(ADNs) can be efficiently developed using dynamic responses recorded through field …
(ADNs) can be efficiently developed using dynamic responses recorded through field …