Combined Heat and Power Economic Dispatch using Improved Shuffled Frog Leaping Algorithm
محورهای موضوعی : I.3.7. Engineering
Majid Khalili
1
(Department of Technical Engineering, Saveh Branch, Islamic Azad University, Saveh, Iran)
Javad Nikoukar
2
(Department of Technical Engineering, Saveh Branch, Islamic Azad University, Saveh, Iran)
Mostafa Sedighizadeh
3
(Department of Electrical Engineering, Shahid Beheshti University, Evin, Tehran, Iran)
کلید واژه: Optimization, Economic dispatch, Combined heat and power, Improved Shuffled Frog Leaping Algorithm,
چکیده مقاله :
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.
