Standby power management of a smart home appliance by using energy saving system with active loading feature identification
MT Chen, CM Lin - IEEE Transactions on Consumer Electronics, 2018 - ieeexplore.ieee.org
Recently, energy conservation has been concerned, and there are several aspects to
improve the energy consumption issues. Therefore, many research results were proposed to …
improve the energy consumption issues. Therefore, many research results were proposed to …
Design and implementation of a smart home energy saving system with active loading feature identification and power management
CM Lin, MT Chen - 2017 IEEE 3rd International Future Energy …, 2017 - ieeexplore.ieee.org
In this paper, a smart home electric energy saving system is implemented by combining
smart meter, smart plug, smart mobile devices, and database server. The smart meter …
smart meter, smart plug, smart mobile devices, and database server. The smart meter …
Design and implementation of an intelligent energy saving system based on standby power reduction for a future zero-energy home environment
J Byun, S Park, B Kang, I Hong… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Energy saving has attracted great attention as a global issue because of recent
environmental problems. As a part of energy saving efforts, governments are operating …
environmental problems. As a part of energy saving efforts, governments are operating …
Multi-state household appliance identification based on convolutional neural networks and clustering
Y Zhang, B Yin, Y Cong, Z Du - Energies, 2020 - mdpi.com
Non-intrusive load monitoring, a convenient way to discern the energy consumption of a
house, has been studied extensively. However, most research works have been carried out …
house, has been studied extensively. However, most research works have been carried out …
Modern development of an adaptive non-intrusive appliance load monitoring system in electricity energy conservation
Traditionally, electricity energy consumption of a residence can be monitored through the
watt-hour meter installed at the panel. However, the power consumption of individual …
watt-hour meter installed at the panel. However, the power consumption of individual …
Non–intrusive appliance load disaggregation in smart homes using hybrid constrained particle swarm optimization and factorial hidden markov model
Nowadays, the prediction of the load performances in the smart systems is necessary to
generate the minimum energy. In a smart home, there are various appliances that each of …
generate the minimum energy. In a smart home, there are various appliances that each of …
A data-mining based optimal demand response program for smart home with energy storages and electric vehicles
In recent years, modern appliances with high electricity demand have played a significant
role in residential energy consumption. Despite the positive impact of these appliances on …
role in residential energy consumption. Despite the positive impact of these appliances on …
An event-driven convolutional neural architecture for non-intrusive load monitoring of residential appliance
D Yang, X Gao, L Kong, Y Pang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, the advancement of non-intrusive load monitoring (NILM) is hastened by the
everincreasing requirements for smart power utilization and demand side management …
everincreasing requirements for smart power utilization and demand side management …
Research on non-intrusive load recognition method based on improved equilibrium optimizer and SVM model
J Wang, B Zhang, L Shu - Electronics, 2023 - mdpi.com
Non-intrusive load monitoring is the main trend of green energy-saving electricity
consumption at present, and load identification is a core part of non-invasive load …
consumption at present, and load identification is a core part of non-invasive load …
Appliance flexibility analysis considering user behavior in home energy management system using smart plugs
S Zhai, Z Wang, X Yan, G He - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
The home energy management system (HEMS) plays an important role in enabling
residential customers to participate in demand response (DR) programs autonomously via …
residential customers to participate in demand response (DR) programs autonomously via …