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Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions
Smart nonintrusive load monitoring (NILM) represents a cost‐efficient technology for
observing power usage in buildings. It tackles several challenges in transitioning into a more …
observing power usage in buildings. It tackles several challenges in transitioning into a more …
A survey of smart home energy conservation techniques
Smart homes are equipped with easy-to-interact interfaces, providing a more comfortable
living environment and less energy consumption. There are currently satisfactory …
living environment and less energy consumption. There are currently satisfactory …
Revolutionary strategies analysis and proposed system for future infrastructure in internet of things
The Internet of Things (IoT) has changed the worldwide network of people, smart devices,
intelligent things, data, and information as an emergent technology. IoT development is still …
intelligent things, data, and information as an emergent technology. IoT development is still …
Unsupervised algorithm for disaggregating low-sampling-rate electricity consumption of households
J Holweger, M Dorokhova, L Bloch, C Ballif… - … Energy, Grids and …, 2019 - Elsevier
Non-intrusive load monitoring (NILM) has been extensively researched over the last decade.
The objective of NILM is to identify the power consumption of individual appliances and to …
The objective of NILM is to identify the power consumption of individual appliances and to …
Electricity consumption data sets: Pitfalls and opportunities
Real-world data sets are crucial to develop and test signal processing and machine learning
algorithms to solve energy-related problems. Their scope and data resolution is, however …
algorithms to solve energy-related problems. Their scope and data resolution is, however …
[HTML][HTML] A recommender system for increasing energy efficiency of solar-powered smart homes
Photovoltaic installations can be environmentally beneficial to a greater or lesser extent,
depending on the conditions. If the energy produced is not used, it is redirected to the grid …
depending on the conditions. If the energy produced is not used, it is redirected to the grid …
Simple and effective descriptive analysis of missing data anomalies in smart home energy consumption readings
PK YV - Journal of Energy Systems, 2021 - dergipark.org.tr
Smart grids evolution is ram** up in the global energy scenario by offering deregulated
markets, demand-side management, prosumer culture, demand response, contingency …
markets, demand-side management, prosumer culture, demand response, contingency …
Activity recognition in multi-user environments using techniques of multi-label classification
A Alhamoud, V Muradi, D Böhnstedt… - Proceedings of the 6th …, 2016 - dl.acm.org
Activity recognition represents the cornerstone in realizing intelligent services such as
energy conservation and ambient assisted living in smart environments. The problem …
energy conservation and ambient assisted living in smart environments. The problem …
[PDF][PDF] Review paper on iot based technology
MPA Hukeri, MP Ghewari - International Research Journal of …, 2017 - academia.edu
Internet of Things (IOT) has provided an opportunity to build powerful industrial system and
applications by leveraging the growing ubiquity of RFID, wireless, mobile and sensor …
applications by leveraging the growing ubiquity of RFID, wireless, mobile and sensor …
Extracting human behavior patterns from appliance-level power consumption data
A Alhamoud, P Xu, F Englert, A Reinhardt… - … Sensor Networks: 12th …, 2015 - Springer
In order to provide useful energy saving recommendations, energy management systems
need a deep insight in the context of energy consumption. Getting those insights is rather …
need a deep insight in the context of energy consumption. Getting those insights is rather …