A two-stage strategy for generator rotor angle stability prediction using the adaptive neuro-fuzzy inference system
Generator rotor angle oscillations can be caused by sudden changes in its mechanical
power input or its electrical power output. When dampening or synchronizing torque is …
power input or its electrical power output. When dampening or synchronizing torque is …
A novel fast transient stability assessment of power systems using fault-on trajectory
M Shahriyari, H Khoshkhoo… - IEEE Systems Journal, 2022 - ieeexplore.ieee.org
In this article, for fast transient stability status (TSS) prediction, a new scheme is proposed,
which does not require any postfault data and predicts TSS using data measured until the …
which does not require any postfault data and predicts TSS using data measured until the …
A comparative analysis of artificial neural network and support vector machine for online transient stability prediction considering uncertainties
U Shahzad - Australian Journal of Electrical and Electronics …, 2022 - Taylor & Francis
Power system transient stability is an integral part of power system planning and operation.
Conventional approaches to assess transient stability are time consuming and hence, are …
Conventional approaches to assess transient stability are time consuming and hence, are …
Appraisal of different artificial intelligence techniques for the prediction of marble strength
Rock strength, specifically the uniaxial compressive strength (UCS), is a critical parameter
mostly used in the effective and sustainable design of tunnels and other engineering …
mostly used in the effective and sustainable design of tunnels and other engineering …
A Deep Learning-Based Approach for Comprehensive Rotor Angle Stability Assessment
M Shahriyari, H Khoshkhoo - … of Operation and Automation in Power …, 2022 - joape.uma.ac.ir
Unlike other rotor angle stability assessment methods which only deal with either transient
or small-signal (SS) stability, in this paper, a new stability prediction approach has been …
or small-signal (SS) stability, in this paper, a new stability prediction approach has been …
Adaptive fast Walsh-Hadamard transform for magnetic flux leakage signal of broken wire damage extraction under noise background
Steel wire rope usually works in harsh environments, making it prone to damage during
frequent use. Magnetic flux leakage testing is an important way of non-destructive testing …
frequent use. Magnetic flux leakage testing is an important way of non-destructive testing …
Relative Assessment of Selected Machine Learning Techniques for Predicting Aerodynamic Coefficients of Airfoil
In computational fluid dynamics, RANS expressions are solved numerically, as a cheap
replacement for experimental work with an acceptable forecast accuracy compromise …
replacement for experimental work with an acceptable forecast accuracy compromise …
Fast prediction of angle stability using support vector machine and fault duration data
This paper deals with the prediction of the transient stability of power systems using only pre-
fault and fault duration data measured by Wide Area Measurement System (WAMS). In the …
fault and fault duration data measured by Wide Area Measurement System (WAMS). In the …
Prediction of probabilistic transient stability using support vector machine
U Shahzad - arXiv preprint arXiv:2111.11242, 2021 - arxiv.org
Transient stability assessment is an integral part of dynamic security assessment of power
systems. Traditional methods of transient stability assessment, such as time domain …
systems. Traditional methods of transient stability assessment, such as time domain …
Support Vector Machine for Transient Stability Assessment: A Review
U Shahzad - 2024 29th International Conference on Automation …, 2024 - ieeexplore.ieee.org
Accurate transient stability assessment is a crucial prerequisite for proper power system
operation and planning with various operational constraints. Transient stability assessment …
operation and planning with various operational constraints. Transient stability assessment …