Combined Heat and Power Economic Dispatch using Improved Shuffled Frog Leaping Algorithm

Journal of Advances in Computer Research

دوره 12، شماره 1 - شماره پیاپی 43، اردیبهشت 2021، صفحه 1-11   

نوع مقاله: Original Manuscript

نویسندگان

Majid Khalili¹؛ Javad Nikoukar^{* 1}؛ Mostafa Sedighizadeh²

¹Department of Technical Engineering, Saveh Branch, Islamic Azad University, Saveh, Iran

²Department of Electrical Engineering, Shahid Beheshti University, Evin, Tehran, Iran

چکیده

Recently, Combined Heat and Power (CHP) systems have been utilized increasingly in power systems. With the addition penetration of CHP-based co-generation of electricity and heat, the determination of economic dispatch of power and heat becomes a more complex and challenging issue. The optimal operation of CHP-based systems is inherently a nonlinear and non-convex optimization problem with a lot of local optimal solutions. In this paper, the Improved Shuffled Frog Leaping Algorithm (ISFLA) is used for solution of the problem. ISFLA is an improved version of shuffled frog leaping algorithm in which new solutions are produced in respect to global best solution. The ISFLA is well able to attain the optimal solutions even in the case of non-convex optimization problems. To evaluate the efficiency of the proposed method, it has been implemented on the standard test system. The obtained results have been compared with other heuristic methods. The numerical results show that the ISFLA is faster and more precise than other methods.

کلیدواژه‌ها

Combined Heat and Power؛ Optimization؛ Economic Dispatch؛ Improved Shuffled Frog Leaping Algorithm