Author:
Dridi T.,Jouini H.,Mami A.,El Mhamedi A.,Dafaoui E. M.
Abstract
The Economic Emission Dispatch (EED) is a multi-objective optimization problem that seeks to find the optimal balance between the reduction of the generation costs and the pollutant emissions of power thermal plants while respecting power balance and several operational restrictions. This balance could be carried out by proper scheduling power generation of the committed units to fulfill the power demands considering emissions. This paper presents a novel application of the conventional Levenberg-Marquardt Algorithm (LMA) optimization approach to solve the EED problem with the integration of renewable energy. Wind and solar energy were chosen to be injected into the system’s power balance constraint. The combined EED objective function with Valve Point Effects (VPE) consideration was modeled using price penalty and weight factors. This study showed the effectiveness of the chosen optimization technique and the influence of injecting renewable energy along with traditional power resources on reducing total cost and pollutant emissions. The proposed method was applied to the IEEE 9-bus test system and tested in Matlab.
Publisher
Engineering, Technology & Applied Science Research
Reference25 articles.
1. "BP Statistical Review of World Energy 2020 : les chiffres clés de l’énergie dans le monde | Connaissances des énergies," 2020. https://www.connaissancedesenergies.org/bp-statistical-review-world-energy-2020-les-chiffres-cles-de-lenergie-dans-le-monde-220218.
2. S. Shafiee and E. Topal, "When will fossil fuel reserves be diminished?," Energy Policy, vol. 37, no. 1, pp. 181–189, Jan. 2009.
3. J. H. Talaq, F. El-Hawary, and M. E. El-Hawary, "A summary of environmental/economic dispatch algorithms," IEEE Transactions on Power Systems, vol. 9, no. 3, pp. 1508–1516, Dec. 1994.
4. Y. H. Song and I. K. Yu, "Dynamic load dispatch with voltage security and environmental constraints," Electric Power Systems Research, vol. 43, no. 1, pp. 53–60, Oct. 1997.
5. K. Shamganth and Martin. J. N. Sibley, "A survey on relay selection in cooperative device-to-device (D2D) communication for 5G cellular networks," in 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS), Chennai, India, Dec. 2017, pp. 42–46.
Cited by
3 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献