Publication Type:

Journal Article

Source:

Advances in Intelligent Systems and Computing, Springer Verlag, Volume 397, p.627-635 (2016)

ISBN:

9788132226697

URL:

http://www.scopus.com/inward/record.url?eid=2-s2.0-84955252389&partnerID=40&md5=18cb89abf51b74f59d8e607ea0e3999d

Keywords:

Dynamic energy managements, Electric power system control, Energy management, Energy management systems, Energy storage modules, Environmental issues, Field programmable gate arrays (FPGA), Frequency excursion, Global energy problems, Microhydro power plants, Reconfigurable hardware, Renewable energies, Renewable energy resources, Soft computing, Support vector machine algorithm, Support vector machines

Abstract:

Penetration of renewable energy-based microgrids onto the legacy grid is in demand to solve the global energy problems and the environmental issues. This paper attempts to employ dynamic energy management on a Grid-Connected Smart Microgrid (GCSMG) energized by a Micro Hydro Power Plant (MHPP) sans governor control. Frequency control of such SMGs poses a challenge as the latter is distributed. The concept of Dynamic Energy Management (DEM) plays a significant role in accomplishing the frequency control without perturbing the controlling facility in the conventional grid. DEM is a concept of controlling the charge-discharge transactions on the energy storage modules to oppose the frequency excursions on the grid. Support Vector Machine (SVM) algorithm is employed to automate DEM operation. The Dynamic Energy Management System (DEMS) is implemented on a Field Programmable Gate Array (FPGA) as the response time is critical for this application. The DEM scheme is validated on the SMG simulator in the Renewable Energy Laboratory of Amrita Vishwa Vidyapeetham University, Coimbatore. © Springer India 2016.

Notes:

cited By 0; Conference of International Conference on Soft Computing Systems, ICSCS 2015 ; Conference Date: 20 April 2015 Through 21 April 2015; Conference Code:160689

Cite this Research Publication

P. Vadana, ,, and Sasi K. Kottayil, “Dynamic energy management on a hydro-powered smart microgrid”, Advances in Intelligent Systems and Computing, vol. 397, pp. 627-635, 2016.