Combined heat and power economic dispatch using exchange market algorithm
| Autor: | Naser Ghorbani |
|---|---|
| Rok vydání: | 2016 |
| Předmět: |
Engineering
Mathematical optimization Optimization problem business.industry Heuristic (computer science) 020209 energy Economic dispatch Energy Engineering and Power Technology 02 engineering and technology Power (physics) Electric power system Order (exchange) 0202 electrical engineering electronic engineering information engineering Key (cryptography) 020201 artificial intelligence & image processing Point (geometry) Electrical and Electronic Engineering business Algorithm |
| Zdroj: | International Journal of Electrical Power & Energy Systems. 82:58-66 |
| ISSN: | 0142-0615 |
| Popis: | Combined heat and power economic dispatch (CHPED) is one of the critical issues in power systems, playing key role in economic performance of the system. CHPED is a challenging optimization problem of non-linear and non-convex type. Thus, evolutionary and heuristic algorithms are employed as effective tools in solving this problem. This paper applies newly proposed exchange market algorithm (EMA) on CHPED problem. EMA is a powerful and robust algorithm. With two powerful absorbing operators pulling solutions toward optimality and two smart searching operators, EMA is able to extract optimum point in optimization problem. In order to examine the proposed algorithm’s capabilities and find optimum solution for CHPED problem, several test systems considering valve-point effect, system power loss and system constraints are optimized. The obtained results prove high capability of EMA in extracting optimum points. The results also show that this algorithm can be utilized as an efficient and reliable tool in solving CHPED problem. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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