Research Paper on Home Energy Management System Using Genetic Algorithm
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 7
Abstract
In the paper, an optimization method based on genetic algorithm was proposed. We propose a distributed framework for the demand response based on cost minimization. Each user in the system will find an optimal start time and operating mode for the appliances in response to the varying electricity prices by controlled and uncontrolled devices and different unit reading by different time scheduled by using GA based algorithm. In the proposed algorithm, each user requires only the knowledge of the price of the electricity, which depends on the aggregated load of other users, instead of the load profiles of individual users. In order for the users to coordinate with each other, we introduce a penalty term in the cost function, which penalizes large changes in the scheduling between successive iterations.
Authors and Affiliations
Nikhil Batra, Dr. Harikumar Naidu
Keywords
Related Articles
- EP ID EP24829
- DOI -
- Views 425
- Downloads 17
Mercury contamination in the ambient media in and around the World Heritage Site: Indian Sundarbans
We analyzed the concentrations of dissolved mercury and biologically available mercury in the surface sediment during premonsoon, monsoon and postmonsoon seasons in the year 2015 in 12 selected stations in and around In...
Complex Event Processing Technology Approach for Battlefield Decision Making
Decision Making plays a crucial role in battlefield. Right Information in right time and at right place is the mantra to make better decisions. While decision making, one has to process various kinds of data originating...
Vibration Control of Unsymmetrical RC Building Using Tuned Mass Damper
Vibrations are one of many environmental factors that act on building and potentially reduce their lifetime. Current trends in construction demand taller and lighter structures, which are also flexible and having quite...
Technology Up gradation of GDC Machine Using Messung PLC
Under the present regime of globalization and liberalization, quality enhancement and cost reduction are two major steps to enhance productivity in major industries. We focused on the very practical, safe, economical an...
Analysis of Library Data Using Pig Latin
As per the advancement in organizations across the world in public as well as private sectors have made unprecedented growth in data. The massive growth in data is increased day by day. This massive growth of data or hi...