Adaptive Robust Method for Dynamic Economic Emission Dispatch Incorporating Renewable Energy and Energy Storage

Complexity 2018:1-13 (2018)
  Copy   BIBTEX

Abstract

In association with the development of intermittent renewable energy generation, dynamic multiobjective dispatch faces more challenges for power system operation due to significant REG uncertainty. To tackle the problems, a day-ahead, optimal dispatch problem incorporating energy storage is formulated and solved based on a robust multiobjective optimization method. In the proposed model, dynamic multistage ES and generator dispatch patterns are optimized to reduce the cost and emissions. Specifically, strong constraints of the charging/discharging behaviors of the ES in the space-time domain are considered to prolong its lifetime. Additionally, an adaptive robust model based on minimax multiobjective optimization is formulated to find optimal dispatch solutions adapted to uncertain REG changes. Moreover, an effective optimization algorithm, namely, the hybrid multiobjective Particle Swarm Optimization and Teaching Learning Based Optimization, is employed to seek an optimal Pareto front of the proposed dispatch model. This approach has been tested on power system integrated with wind power and ES. Numerical results reveal that the robust multiobjective dispatch model successfully meets the demands of obtaining solutions when wind power uncertainty is considered. Meanwhile, the comparison results demonstrate the competitive performance of the PSO-TLBO method in solving the proposed dispatch problems.

Links

PhilArchive



    Upload a copy of this work     Papers currently archived: 76,391

External links

Setup an account with your affiliations in order to access resources via your University's proxy server

Through your library

Similar books and articles

The Case for Renewable Energy and a New Energy Plan.Nicole Hassoun - 2005 - International Journal of Environmental, Cultural, Economic andSocial Sustainability 1 (5):197-208.
Legal Regulation of Renewable Energy Market.Agnė Tikniūtė & Saulė Milčiuvienė - 2012 - Jurisprudencija: Mokslo darbu žurnalas 19 (4):1495-1513.
Climate Policy between Activism and Rationalism.Till Requate - 2010 - Analyse & Kritik 32 (1):159-176.
On the Energy Radiation from an Accelerated Charge.F. I. Piazzese - 2003 - Foundations of Physics 33 (8):1223-1236.
The Realistic and Strategic Profits of Our Country in Energy Security.Nan-lin Wang - 2007 - Nankai University (Philosophy and Social Sciences) 5:65-74.
Renewable Energy.Anne Schwenkenbecher & Martin Brueckner - 2022 - In Benjamin Hale & Andrew Light (eds.), Routledge Companion to Environmental Ethics. Routledge. pp. 359-373.

Analytics

Added to PP
2018-06-27

Downloads
22 (#522,350)

6 months
1 (#451,971)

Historical graph of downloads
How can I increase my downloads?