NDLI: Integration of renewable energy sources in dynamic economic load dispatch problem using an improved fireworks algorithm

Content Provider	IET Digital Library
Author	Jadoun, Vinay Kumar Pandey, Vipin Chandra Gupta, Nikhil Niazi, Khaleequr Rehman Swarnkar, Anil
Abstract	In electrical power system, economic load dispatch is a generic operation for optimal sharing of generation units to meet the system load. With the rapid development of the renewable infrastructure and wide encouragement for green energy have emerged hybrid generating systems in power systems. However, there continuous ever-increasing production is creating challenges as well as implicating economic factor also in operation. A collective cost function is considered with the conventional thermal generators along with the consideration of renewable energy sources to envisage the economic factor. For these renewable sources, like wind and solar, the proportional cost, their uncertainty and variability by overestimation and underestimation cost are considered. To achieve this economic day-ahead scheduling, dynamic operation in time scale of 1 h interval is performed. The stochastic nature of wind and solar is modelled by Weibull and Beta distributions, respectively. Moreover, economic optimisation is obtained by a newly developed algorithm called improved fireworks algorithm with non-uniform operator (IFWA-NMO). This introduces adaptive dimension strategy, limiting mapping operator and non-uniform operator. The effectiveness of proposed IFWA-NMO is investigated on standard dynamic economic load dispatch (DELD) system and also employed to solve conventional DELD with wind-solar system.
Starting Page	1004
Ending Page	1011
Page Count	8
ISSN	17521416
Volume Number	12
e-ISSN	17521424
Issue Number	Issue 9, Jul (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-rpg/12/9
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-rpg.2017.0744
Journal	IET Renewable Power Generation
Publisher Date	2018-04-06
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Collective Cost Function Conventional Thermal Generators Costing Dynamic Economic Load Dispatch Problem Dynamic Operation Economic Day-ahead Economic Factor Economic Optimisation Electrical Power System Generation Units Generic Operation Green Energy Hybrid Generating System Hybrid Power System Improved Fireworks Algorithm Load Dispatching Mapping Operator Newly Developed Algorithm Nonuniform Operator Optimal Sharing Optimisation Optimisation Technique Overestimation Power Generation Dispatch Power Generation Economics Power Generation Scheduling Power System Power System Economics Power System Managemen Power System Operation Proportional Cost Renewable Energy Source Renewable Infrastructure Renewable Source Standard Dynamic Economic Load Dispatch System System Load Time 1.0 Hour Underestimation Cost Wide Encouragement Wind Power Plant Wind-solar System
Content Type	Text
Resource Type	Article
Subject	Renewable Energy, Sustainability and the Environment

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