Appliance-Level Monitoring with Micro-Moment Smart Plugs

12/10/2020
by   Abdullah Alsalemi, et al.
0

Human population are striving against energy-related issues that not only affects society and the development of the world, but also causes global warming. A variety of broad approaches have been developed by both industry and the research community. However, there is an ever increasing need for comprehensive, end-to-end solutions aimed at transforming human behavior rather than device metrics and benchmarks. In this paper, a micro-moment-based smart plug system is proposed as part of a larger multi-appliance energy efficiency program. The smart plug, which includes two sub-units: the power consumption unit and environmental monitoring unit collect energy consumption of appliances along with contextual information, such as temperature, humidity, luminosity and room occupancy respectively. The plug also allows home automation capability. With the accompanying mobile application, end-users can visualize energy consumption data along with ambient environmental information. Current implementation results show that the proposed system delivers cost-effective deployment while maintaining adequate computation and wireless performance.

READ FULL TEXT

page 4

page 6

page 7

research
10/09/2020

Reshaping consumption habits by exploiting energy-related micro-moment recommendations: A case study

The environmental change and its effects, caused by human influences and...
research
10/16/2020

Cloud Energy Micro-Moment Data Classification: A Platform Study

Energy efficiency is a crucial factor in the well-being of our planet. I...
research
10/18/2020

GROWN: Local Data Compression in Real-Time To Support Energy Efficiency in WBAN

The evolution of wireless technologies has enabled the creation of netwo...
research
10/19/2019

Smart Monitoring: remote-monitoring technology of power, gas, and water consumption in Smart Cities

This paper describes the remote-collection technology of detailed data (...
research
04/20/2020

Energy Disaggregation with Semi-supervised Sparse Coding

Residential smart meters have been widely installed in urban houses nati...
research
02/13/2020

Augmenting an Assisted Living Lab with Non-Intrusive Load Monitoring

The need for reducing our energy consumption footprint and the increasin...
research
05/30/2022

Environmental Monitoring for Smart Cities

This work presents an innovative, multidisciplinary and cost-effective e...

Please sign up or login with your details

Forgot password? Click here to reset