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Modified WCA-Based Adaptive Control Approach Using Balloon Effect: Electrical Systems Applications
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DOI：10.1109/ACCESS.2020.2982510.png)
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摘要
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This paper suggests an adaptive control approach using water cycle algorithm optimization method (WCA) modified by a new technique called Balloon Effect. The main concept of Balloon Effect is to increase the ability of the WCA to tune individually the gains of the controller online. The proposed technique has been used to tune the gains of PID controller and applied to control both of the load frequency control in micro-grid power system (which minimize the fundamental frequency variations) and the position of armature-controlled DC motor. Digital simulations have been carried out to prove the efficiency of the proposed adaptive controller-based WCA with Balloon Effect. The obtained results showed that the proposed adaptive controller maintains robust performance, and effectively reduces the impact of identified disturbances and uncertainties.
Keyword:
Load frequency control
speed control of DC motor
adaptive control
water cycle algorithm
balloon effect
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期刊
IF:
3.6
论文数:
9.8W
被引数:
29.4W
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引用论文
Adaptive Load Frequency Control of Power Systems Using Electro-Search Optimization Supported by the Balloon Effect.png)
IEEE ACCESSOAAI
IEEE ACCESSIF3.6
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