Dynamic Load Management System for Smart Micro-Grid System
 |
International Journal of Engineering Trends and Technology (IJETT) | 
|
| © 2017 by IJETT Journal | ||
| Volume-43 Number-2 |
||
| Year of Publication : 2017 | ||
| Authors : AmolBaban. Manghale, GirishKashinathMahajan, GauravPrabhakar Temburnikar |
||
| DOI : 10.14445/22315381/IJETT-V43P220 |
Citation
AmolBaban. Manghale, GirishKashinathMahajan, GauravPrabhakar Temburnikar "Dynamic Load Management System for Smart Micro-Grid System", International Journal of Engineering Trends and Technology (IJETT), V43(2),122-125 January 2017. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group
Abstract
This paper presents the development of an intelligent dynamic energy management system (I-DEMS) for a smart micro-grid. An evolutionary adaptive dynamic programming and reinforcement learning framework is introduced for evolving the I-DEMS online. The I-DEMS is an optimal or near-optimal DEMS capable of performing grid-connected and islanded micro-grid operations. The primary sources of energy are sustainable, green, and environmentally friendly renewable energy systems (RESs), e.g., wind and solar; however, these forms of energy are uncertain and nondispatchable. Backup battery energy storage and thermal generation were used to overcome these challenges.
References
[1] Manfred Pochacker, Anita Sobe, WilfriedElmenreich,” Simulating the Smart Grid”,PP 1-6.
[2] Arjun Subramanian Ganesan, BhargaviGovindarajan, Rajesh Ramesh?, VikramVel, VineethVijayaraghavan ,” Dynamic and Intelligent Load Servicing Strategy for a Stand-alone Solar PV-based Micro-grid”,PP 1-6.
[3] Mohammad Abdullah Al Faruque and FereidounAhourai,” GridMat: Matlab Toolbox for GridLAB-D to Analyse Grid Impact and Validate ResidentialMicro-grid Level Energy Management Algorithms”,PP 1-5.
[4] Ting Zhu, Zhichuan Huang, Ankur Sharma, Jikui Su, David Irwin, Aditya Mishra, Daniel Menasche, and PrashantShenoy ,”Sharing Renewable Energy in Smart Micro-grids”,PP 1-10.
[5] F. Katiraei, Student Member, IEEE, M. R. Iravan ,”Micro-Grid Autonomous Operation During and Subsequent to Islanding Process “,IEEE TRANSACTIONS ON POWER DELIVERY, VOL. 20, NO. 1, JANUARY 2005,.PP 1-10.
[6] Micro-grids – An Overview of Ongoing Research, Development, and Demonstration Projects by Nikos Hatziargyriou, Hiroshi Asano, Reza Iravani, and Chris Marnay – IEEE Power & Energy magazine July/August 2007.
[7] Toby Considine, William Edward G. Cazalet,” Understanding Micro-grids as the Essential Architecture of Smart Energy”,pp 1-14.
[8] Ganesh Kumar Venayagamoorthy ,RatneshK. Sharma, Prajwal K. Gautam , and AfshinAhmadi,” Dynamic Energy Management System for a Smart Micro-grid”, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, VOL. 27, NO. 8, AUGUST 2016,pp 1-14.
[9] A. Dimeas and N. Hatziargyriou, “A multiagent system for micro-grids,” in Proc. IEEE Power Eng. Soc. General Meeting, vol. 1. Jun. 2004,pp. 55–58.
[10] YuvrajAgarwal, Thomas Weng, Rajesh K. Gupta,” Understanding the Role of Buildingsin a Smart Micro-grid”,pp 1-6.
[11] Dimeas, N. Hatziargyriou,” A MultiAgent System for Micro-grids”,pp 1-4.
Keywords
energy systems (RESs), e.g., wind and solar; however, these forms of energy are uncertain and nondispatchable.