Recent trends of smart nonintrusive load monitoring in buildings: A review, open challenges, and future directions
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22876
Abstract: 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 effective, sustainable, and digital energy efficiency environment. This paper presents a… read more here.
Keywords: recent trends; future directions; smart nonintrusive; nonintrusive load ... See more keywords
Cost‐effectiveness of routine viral load monitoring in low‐ and middle‐income countries: a systematic review
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the International AIDS Society"
DOI: 10.1002/jia2.25006
Abstract: Routine viral load monitoring for HIV‐1 management of persons on antiretroviral therapy (ART) has been recommended by the World Health Organization (WHO) to identify treatment failure. However, viral load testing represents a substantial cost in… read more here.
Keywords: load monitoring; viral load; load; cost ... See more keywords
A practical solution based on convolutional neural network for non-intrusive load monitoring
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-02720-6
Abstract: In recent years, the introduction of practical and useful solutions to solve the non-intrusive load monitoring (NILM) as one of the sub-sectors of energy management has posed many challenges. In this paper, an effective and… read more here.
Keywords: solution based; network; load monitoring; non intrusive ... See more keywords
Towards non-intrusive thermal load Monitoring of buildings: BES calibration
Sign Up to like & getrecommendations! Published in 2017 at "Applied Energy"
DOI: 10.1016/j.apenergy.2017.01.050
Abstract: It is widely believed that smart metering will lead to high power savings. Those practices rely on Non-intrusive Appliance Load Monitoring (NIALM) methodologies. In this work an extension of NIALM to thermal loads is proposed:… read more here.
Keywords: thermal load; intrusive thermal; non intrusive; load monitoring ... See more keywords
Admittance-based load signature construction for non-intrusive appliance load monitoring
Sign Up to like & getrecommendations! Published in 2018 at "Energy and Buildings"
DOI: 10.1016/j.enbuild.2018.04.049
Abstract: Abstract Non-intrusive appliance load monitoring is a preferred technique to provide appliance-level energy usage information without deploying submeters and benefits smart building technologies such as energy management and home automation. Load signature construction, an indispensable… read more here.
Keywords: appliance; load monitoring; non intrusive; load signature ... See more keywords
Non-intrusive load monitoring using artificial intelligence classifiers: Performance analysis of machine learning techniques
Sign Up to like & getrecommendations! Published in 2021 at "Electric Power Systems Research"
DOI: 10.1016/j.epsr.2021.107347
Abstract: Abstract In recent years, strategies for load monitoring have been proposed to mitigate power consumption. It has been found, in several reported studies, that as more information is provided for consumers about their electricity consumption,… read more here.
Keywords: non intrusive; power; performance analysis; intrusive load ... See more keywords
Phase noise as power characteristic of individual appliance for non-intrusive load monitoring
Sign Up to like & getrecommendations! Published in 2018 at "Electronics Letters"
DOI: 10.1049/el.2018.5331
Abstract: Phase noise, a unique characteristic of electrical appliances, for non-intrusive load monitoring (NILM) is proposed. NILM is a technique, which can distinguish the power consumption of an individual electrical appliance, without requiring the installation of… read more here.
Keywords: appliance; load monitoring; non intrusive; power ... See more keywords
Non-invasive load monitoring of induction motor drives using magnetic flux sensors
Sign Up to like & getrecommendations! Published in 2017 at "Iet Power Electronics"
DOI: 10.1049/iet-pel.2016.0304
Abstract: Existing load monitoring methods for induction machines are generally effective, but suffer from sensitivity problems at low speeds and non-linearity problems at high supply frequencies. This study proposes a new non-invasive load monitoring method based… read more here.
Keywords: load monitoring; flux; non invasive; load ... See more keywords
Research on Non-Intrusive Load Monitoring Method Based on Feature Difference Enhancement
Sign Up to like & getrecommendations! Published in 2020 at "Integrated Ferroelectrics"
DOI: 10.1080/10584587.2020.1728854
Abstract: Abstract Non-intrusive load monitoring technology is the key technology to realize smart grid construction. The identification and classification of similar electrical appliances and low-power small-current electrical appliances in non-intrusive load monitoring has always been the… read more here.
Keywords: classification; load monitoring; non intrusive; power ... See more keywords
Residential Electrical Load Monitoring and Modeling – State of the Art and Future Trends for Smart Homes and Grids
Sign Up to like & getrecommendations! Published in 2020 at "Electric Power Components and Systems"
DOI: 10.1080/15325008.2020.1834019
Abstract: Abstract Building energy consumption accounts for a large fraction of the total global energy usage, and considerable energy savings are expected to be achieved in this respect through residential electrical load monitoring. Due to the… read more here.
Keywords: load monitoring; residential electrical; monitoring; electrical load ... See more keywords
HIV viral load monitoring and rate of virologic suppression among patients receiving antiretroviral therapy in DRC, 2013–2020
Sign Up to like & getrecommendations! Published in 2023 at "Open Forum Infectious Diseases"
DOI: 10.1093/ofid/ofad242
Abstract: ART expansion and viral load as a treatment monitoring approach have increased the demand for viral load testing. Many hurdles affect the coverage, quality and use of viral load results. Estimates of viral load monitoring… read more here.
Keywords: drc 2013; viral load; suppression; load ... See more keywords