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Availability Capacity Evaluation and Reliability Assessment of Integrated Systems Using Metaheuristic Algorithm 基于元启发式算法的集成系统可用性容量评估与可靠性评估
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.026810
A. Durgadevi, N. Shanmugavadivoo
Contemporarily, the development of distributed generations (DGs) technologies is fetching more, and their deployment in power systems is becoming broad and diverse. Consequently, several glitches are found in the recent studies due to the inappropriate/inadequate penetrations. This work aims to improve the reliable operation of the power system employing reliability indices using a metaheuristic-based algorithm before and after DGs penetration with feeder system. The assessment procedure is carried out using MATLAB software and Modified Salp Swarm Algorithm (MSSA) that helps assess the Reliability indices of the proposed integrated IEEE RTS79 system for seven different configurations. This algorithm modifies two control parameters of the actual SSA algorithm and offers a perfect balance between the exploration and exploitation. Further, the effectiveness of the proposed schemes is assessed using various reliability indices. Also, the available capacity of the extended system is computed for the best configuration of the considered system. The results confirm the level of reliable operation of the extended DGs along with the standard RTS system. Specifically, the overall reliability of the system displays superior performance when the tie lines 1 and 2 of the DG connected with buses 9 and 10, respectively. The reliability indices of this case namely SAIFI, SAIDI, CAIDI, ASAI, AUSI, EUE, and AEUE shows enhancement about 12.5%, 4.32%, 7.28%, 1.09%, 4.53%, 12.00%, and 0.19%, respectively. Also, a probability of available capacity at the low voltage bus side is accomplished a good scale about 212.07 times/year.
当前,分布式发电技术的发展越来越受到重视,其在电力系统中的应用也越来越广泛和多样化。因此,在最近的研究中,由于不适当/不充分的渗透,发现了一些小故障。本文旨在利用基于元启发式算法的可靠性指标,提高dg与馈线系统渗透前后电力系统的可靠运行。利用MATLAB软件和改进的Salp群算法(MSSA)对所提出的集成IEEE RTS79系统在7种不同配置下的可靠性指标进行了评估。该算法修改了实际SSA算法的两个控制参数,在探索和开发之间取得了很好的平衡。此外,利用各种可靠性指标对所提方案的有效性进行了评估。此外,根据所考虑的系统的最佳配置计算扩展系统的可用容量。结果证实了扩展后的DGs与标准RTS系统的可靠运行水平。具体来说,当DG的1号线和2号线分别与9号线和10号线连接时,系统的整体可靠性表现出优越的性能。本病例的信度指标SAIFI、SAIDI、CAIDI、ASAI、AUSI、EUE和AEUE分别提高了12.5%、4.32%、7.28%、1.09%、4.53%、12.00%和0.19%。此外,低压母线侧可用容量的概率达到了约212.07次/年的良好规模。
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引用次数: 2
Deep Learning-Based FOPID Controller for Cascaded DC-DC Converters 基于深度学习的级联DC-DC变换器FOPID控制器
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036577
S. Hema, Y. Sukhi
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引用次数: 0
Novel Metrics for Mutation Analysis 突变分析的新指标
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036791
S. Takan, Gökmen Katipoğlu
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引用次数: 0
Enhanced Best Fit Algorithm for Merging Small Files 小文件合并的增强最佳拟合算法
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.036400
Adnan Ali, N. Mirza, M. Ishak
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引用次数: 0
Evolution Performance of Symbolic Radial Basis Function Neural Network by Using Evolutionary Algorithms 基于进化算法的符号径向基函数神经网络进化性能研究
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.038912
S. Alzaeemi, K. Tay, A. Huong, S. Sathasivam, Majid Khan Majahar Ali
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引用次数: 0
Systematic Survey on Big Data Analytics and Artificial Intelligence for COVID-19 Containment 新冠肺炎疫情防控大数据分析与人工智能系统研究
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.039648
S. M. Alshahrani, Jameel Almalki, Waleed Alshehri, Rashid Mehmood, M. Albahar, Najlaa Jannah, Nayyar Ahmed Khan
,
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引用次数: 1
Energy Proficient Reduced Coverage Set with Particle Swarm Optimization for Distributed Sensor Network 基于粒子群优化的分布式传感器网络能量精通减少覆盖集
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.026561
Thinakaran Vasantha Chithra, Arulappan Milton
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引用次数: 2
Resource Allocation Based on SFLA Algorithm for D2D Multicast Communications 基于SFLA算法的D2D组播通信资源分配
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.030069
Wisam Hayder Mahdi, N. Taspinar
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引用次数: 1
Real Time Automation and Ratio Control Using PLC & SCADA in Industry 4.0 工业4.0中PLC和SCADA的实时自动化和比例控制
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.030635
Basant Tomar, Narendra Kumar, M. Sreejeth
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引用次数: 4
Stable Computer Method for Solving Initial Value Problems with Engineering Applications 求解初值问题的稳定计算机方法及其工程应用
IF 2.2 4区 计算机科学 Q2 Computer Science Pub Date : 2023-01-01 DOI: 10.32604/csse.2023.034370
Mudassir Shams, N. Kausar, E. Ozbilge, Alper Bulut
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引用次数: 0
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