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
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