Back to Search
Start Over
Appliance-Level Monitoring with Micro-Moment Smart Plugs
- Source :
- Innovations in Smart Cities Applications Volume 4 ISBN: 9783030668396
- Publication Year :
- 2021
- Publisher :
- Springer Science and Business Media Deutschland GmbH, 2021.
-
Abstract
- 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.<br />Comment: This paper has been accepted in SCA2020: The Fifth international conference on Smart City Applications
- Subjects :
- FOS: Computer and information sciences
Computer Science - Machine Learning
education.field_of_study
Internet of things
Computer Science - Artificial Intelligence
business.industry
Computer science
Population
Real-time computing
Energy consumption
Micro-moments
Unit (housing)
Machine Learning (cs.LG)
Domestic energy usage
Artificial Intelligence (cs.AI)
Energy efficiency
Software deployment
Home automation
Environmental monitoring
Recommender systems
Wireless
business
education
Smart plug
Efficient energy use
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-66839-6
- ISBNs :
- 9783030668396
- Database :
- OpenAIRE
- Journal :
- Innovations in Smart Cities Applications Volume 4 ISBN: 9783030668396
- Accession number :
- edsair.doi.dedup.....f095dda38af358ab9e8146801cc82e71