- 期刊
- OpenAccess
Applying Genetic Algorithm to Adjustment PID Coefficients in Order to Power Control of Micro-Turbine in Island Condition
並列摘要
The ever increasing energy demand, along with the necessity of cost reduction and higher reliability requirements, are driving the modern power systems towards Distributed Generation (DG) as an alternative to the expansion of the current energy distribution systems. This paper is aimed to introduce the new controller in order to control of output power of one of the most important types of distributed generation namely micro-turbine, during system load variations. Micro-turbine output power should be control against the load variations in island mode condition and a controller should be designed for this purpose. Here, the PID Controller is used which its coefficients are optimized based on Genetic Algorithm. Simulation results are done for various loads in time domain, and the results show the efficiency of the proposed controller.
延伸閱讀
- 江宏鵬（2009）。Developing an Improved Genetic Algorithm for the Production System Design with Assembly Planning and Machine Layout〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0006-3006200915450600
- 呂允騰（2008）。Genetic Algorithm Approach for Adaptive Subcarrier, Bit, and Power Allocation in OFDM System〔碩士論文，國立中央大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0031-0207200917354992
- 陳冠中（2009）。Application of Genetic Algorithm for Air-Conditioning System Optimal Operation〔碩士論文，國立臺北科技大學〕。華藝線上圖書館。https://www.airitilibrary.com/Article/Detail?DocID=U0006-2307200909401300
- Jayachitra, A., & Vinodha, R. (2014). Genetic Algorithm Based PID Controller Tuning Approach for Continuous Stirred Tank Reactor. Advances in Artificial Intelligence, 2014(), b1-8. https://doi.org/10.1155/2014/791230
- Ghasemian, Y., Ebadi, A., & Hosseini, S. M. (2012). Genetic Algorithm Based Optimization of Space Vector Modulation Employed in STATCOM to Reduce Harmonics in Power System. Research Journal of Applied Sciences, Engineering and Technology, 4(3), 222-226. https://www.airitilibrary.com/Article/Detail?DocID=20407467-201202-201411100016-201411100016-222-226