Comparative Efficacy of Optimization Techniques towards Multi-Objective Electric Power Quality Improvement

N. Thakur, Yogendra K Awasthi, A. Siddiqui, M. Hooda
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Abstract

Due to the rising demand for electricity, there is a requirement to enlarge and improve the power system in terms of stability and reliability. Moreover, it is necessary to sustain a high-quality power supply. Poorer power quality (PQ) leads to voltage swell, sag, harmonics and failure of equipment owing to huge voltage, current and imbalanced frequency. Hence, it is very essential to have more awareness of PQ. The prime challenges faced in the deregulated sectors are Available Transfer Capability (ATC), voltage stability, losses and congestion management. Therefore, this paper intends to consider these challenges as its parameter in the objective function and presents various optimization techniques viz., GWO, AKH and AWOA to find which listed parameter of PQ improvement is best optimized by which of the techniques used. Moreover, FACTS devices hold the most important role in improving PQ. Still, it necessitates optimal sizing and location to carry out the power quality improvement efficiently and, in a cost, effective way that can be portrayed by the introduced approaches.
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面向多目标电能质量改进的优化技术效果比较
由于电力需求的不断增长,对电力系统的稳定性和可靠性提出了扩大和改进的要求。此外,有必要维持高质量的电力供应。由于电压、电流大、频率不平衡,电能质量差会导致电压膨胀、凹陷、谐波和设备故障。因此,对PQ有更多的认识是非常必要的。解除管制行业面临的主要挑战是可用传输能力(ATC)、电压稳定性、损耗和拥塞管理。因此,本文打算将这些挑战作为其目标函数中的参数,并提出各种优化技术,即GWO, AKH和AWOA,以找出使用哪种技术最能优化PQ改进的列出参数。此外,FACTS器件在改善PQ方面发挥着最重要的作用。尽管如此,它仍然需要优化尺寸和位置,以有效地实现电能质量的改进,并且可以通过引入的方法以成本有效的方式进行描述。
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