Smart home energy planning using IoT and the cloud
- 1 October 2017
- conference paper
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE) in 2017 IEEE URUCON
Abstract
This article presents a platform combining hardware and software for smart power consumption monitoring, controlling, and planning in urban scenarios. The system integrates a hardware controller for energy efficiency, a communication protocol to improve data transmission, and a software module for planning and managing home devices. The proposed solution is implemented applying Internet of Things and cloud computing paradigms, allowing the integration of computational intelligence techniques. A greedy algorithm is proposed for planning, according to user preferences and a maximum allowed power consumption. Results show that the power consumption of a water heater is reduced up to 38.9%, and two water heaters and one air conditioning can be optimized simultaneously without reducing the quality of service. These results suggest that the proposed approach is useful for home power consumption planning.Keywords
This publication has 10 references indexed in Scilit:
- Understanding household energy consumption behavior: The contribution of energy big data analyticsRenewable and Sustainable Energy Reviews, 2016
- A multi-objective genetic approach to domestic load scheduling in an energy management systemEnergy, 2014
- Categorization of residential electricity consumption as a basis for the assessment of the impacts of demand response actionsRenewable and Sustainable Energy Reviews, 2013
- Residential peak electricity demand response—Highlights of some behavioural issuesRenewable and Sustainable Energy Reviews, 2013
- Domestic Load Scheduling Using Genetic AlgorithmsLecture Notes in Computer Science, 2013
- Impacts of demand side management and micro-generation units on low voltage distribution radial networksPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2011
- Effects of Load Sector Demand Side Management Applications in Generating Capacity Adequacy AssessmentIEEE Transactions on Power Systems, 2011
- Demand Side Management: Demand Response, Intelligent Energy Systems, and Smart LoadsIEEE Transactions on Industrial Informatics, 2011
- ElectriSensePublished by Association for Computing Machinery (ACM) ,2010
- Home Energy Management Problem: towards an Optimal and Robust SolutionPublished by IntechOpen ,2010