دورية أكاديمية
Application of the Levenberg-Marquardt Algorithm in Solving the Economic Emission Dispatch Problem Integrating Renewable Energy
| العنوان: | Application of the Levenberg-Marquardt Algorithm in Solving the Economic Emission Dispatch Problem Integrating Renewable Energy |
|---|---|
| المؤلفون: | T. Dridi, H. Jouini, A. Mami, A. El Mhamedi, E. M. Dafaoui |
| المصدر: | Engineering, Technology & Applied Science Research, Vol 12, Iss 4, Pp 8850-8855 (2022) |
| بيانات النشر: | D. G. Pylarinos, 2022. |
| سنة النشر: | 2022 |
| المجموعة: | LCC:Engineering (General). Civil engineering (General) LCC:Technology (General) LCC:Information technology |
| مصطلحات موضوعية: | economic emission dispatch, levenberg-marquardt algorithm, wind, solar, valve point effects, Engineering (General). Civil engineering (General), TA1-2040, Technology (General), T1-995, Information technology, T58.5-58.64 |
| الوصف: | 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. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2241-4487 1792-8036 |
| Relation: | https://etasr.com/index.php/ETASR/article/view/5002; https://doaj.org/toc/2241-4487; https://doaj.org/toc/1792-8036 |
| DOI: | 10.48084/etasr.5002 |
| URL الوصول: | https://doaj.org/article/9a5376c7b34742e8afb4cd76e89fdedb |
| رقم الأكسشن: | edsdoj.9a5376c7b34742e8afb4cd76e89fdedb |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 22414487 17928036 |
|---|---|
| DOI: | 10.48084/etasr.5002 |