Ray, Pravat Kumar and Nandkeolyar, Shobhit and Lim, Chee Shen and Satiawan, I Nyoman Wahyu (2020) Demand Response Management using Non�Dominated Sorting Genetic Algorithm II. In: IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020), 02-04 January 2020, Cochin, India.
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Abstract
In a smart grid environment, economic operation means not only economic scheduling of generation but also scheduling the load. Incentive-based Demand Response (DR) programs assume a noteworthy job in improving grid operation and reliability as well as cost management. Such a program enables utilities to decrease electrical energy use amid peak hours, which place burden on the electrical grid and result in high electricity prices or system outage as an after effect of issues present in the distribution system. This paper focus on the basic advantages of Demand Response Management (DRM) in smart households which includes optimization of customer loads leading to minimization of the bill borne by the customer. It also includes different methods (algorithms) to accomplish a lower inconvenience posed to the consumers. This is accomplished by an elitist Non-dominated Sorting Genetic Algorithm (NSGA II) and the result is compared with another optimization technique called Strength Pareto Evolutionary Algorithm (SPEA II). These will result to a profit-based environment; both to the consumers, and utility in an electricity market.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords (Kata Kunci): | Demand Response, Non-Dominated Sorting Genetic Algorithm II, Pareto-optimal solution, Strength Pareto Evolutionary Algorithm II |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Fakultas Teknik |
| Depositing User: | I Nyoman Wahyu Satiawan, S.T.M.Sc |
| Date Deposited: | 19 May 2023 06:01 |
| Last Modified: | 19 May 2023 06:01 |
| URI: | http://eprints.unram.ac.id/id/eprint/38090 |
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