[PDF][PDF] Machine Learning for Hybrid Line Stability Ranking Index in Polynomial Load Modeling under Contingency Conditions.

P Venkatesh, N Visali - Intelligent Automation & Soft Computing, 2023 - cdn.techscience.cn
In the conventional technique, in the evaluation of the severity index, clustering and loading
suffer from more iteration leading to more computational delay. Hence this research article …

Kalman filter based approach for ZIP load modeling for aggregate loads

Y Zhang, Y Liao, E Jones, N Jewell… - 2021 IEEE Kansas …, 2021 - ieeexplore.ieee.org
Constant impedance, constant current, constant power (ZIP) load modeling has been used
in various power system applications. It is of great interest to accurately estimate ZIP …

ZIP load modeling for single and aggregate loads and CVR factor estimation

Y Zhang, Y Liao, E Jones, N Jewell… - International Journal of …, 2022 - degruyter.com
ZIP load modeling has been used in various power system applications. The aggregate load
modeling is common practice in utility companies. However, little research has been done …

[HTML][HTML] Small-Signal Modeling and Frequency Support Capacity Analysis of Power Load Considering Voltage Variation Effect

T Zhou, Y Zheng, C Wang, L Chen, B Liu, Z Chen - Symmetry, 2024 - mdpi.com
The frequency support capacity of power loads is essential for maintaining active power
symmetry and balance between the generation and demand sides of power systems. As the …

Application of Machine Learning to Generate a Contingency Ranking for Power System Security

P Venkatesh, N Visali - 2023 Third International Conference on …, 2023 - ieeexplore.ieee.org
Recent grid expansion has included several renewable and nonrenewable power sources
in an effort to meet increased demand. Transient load variations compound the issues for …

Research on Power System State Estimation Problems–Series-Compensated Transmission Line Parameter and Load Model Parameter Estimation

Y Zhang - 2021 - uknowledge.uky.edu
Transmission line and load model parameters are essential inputs to power system
modeling and simulation, control, protection, operation, optimization, and planning. These …

Bileşik Yük Modelinin ÇBAG Tabanlı Rüzgar Türbini Üzerindeki Etkilerinin İncelenmesi

MK Döşoğlu - Uluslararası Teknolojik Bilimler Dergisi, 2019 - dergipark.org.tr
The effects of nonlinear load models on the system are an important issue in terms of power
quality. In this study, the effect of nonlinear load models in the grid-connected Doubly Fed …