Fast Transient Stability Assessment of Power Systems Using Optimized Temporal Convolutional Networks

Fast Transient Stability Assessment of Power Systems Using Optimized Temporal Convolutional Networks

<p dir="ltr">The transient power grid stability is greatly affected by the unpredictability of inverter-based resources of today's interconnected power grids. This article introduces an efficient transient stability status prediction method based on deep temporal convolutional n...

Full description

Saved in:

Bibliographic Details
Main Author:	Mohamed Massaoudi (16888710) (author)
Other Authors:	Tassneem Zamzam (22047386) (author), Maymouna Ez Eddin (16904604) (author), Ali Ghrayeb (16864266) (author), Haitham Abu-Rub (16855500) (author), Shady S. Refaat (16864269) (author)
Published:	2024
Subjects:	Engineering Electrical engineering Electronics, sensors and digital hardware Deep learning (DL) grid stability prediction power system dynamics (PSD) time series data transient stability Power system stability Transient analysis Stability criteria Feature extraction Convolutional neural networks Accuracy Long short term memory
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FLACON: A Deep Federated Transfer Learning-Enabled Transient Stability Assessment During Symmetrical and Asymmetrical Grid Faults
by: Mohamed Massaoudi (16888710)
Published: (2024)

Improvement of Transient Performance in Microgrids: Comprehensive Review on Approaches and Methods for Converter Control and Route of Grid Stability
by: Mandarapu Srikanth (17984122)
Published: (2023)

Online Transient Stability Assessment Under Concept Drift: An ARF-Method-Assisted Federated Learning for Data Streams
by: Mohamed Massaoudi (16888710)
Published: (2025)

Power System Transient Stability Assessment Based on Machine Learning Algorithms and Grid Topology
by: Senyuk, Mihail
Published: (2023)

Assessing the Impact of Reactive Power Droop on Inverter Based Microgrid Stability
by: Lasheen, Ahmed
Published: (2021)

Towards Grid of Microgrids: Seamless Transition between Grid-Connected and Islanded Modes of Operation
by: Silvanus D'silva (19273852)
Published: (2020)

SPARQ: A Cyber-Resilient Voltage Regulation Using Soft Q-Learning Approach for Autonomous Grid Operations
by: Mohamed Massaoudi (16888710)
Published: (2025)

Investigation of Energy Storage Batteries in Stability Enforcement of Low Inertia Active Distribution Network
by: Bangash, Kashif
Published: (2019)

Hand-Crafted Features With A Simple Deep Learning Architecture For Sensor-Based Human Activity Recognition
by: Albadawi, Yaman
Published: (2024)

Static Video Summarization Using Video Coding Features with Frame-level Temporal Sub-Sampling and Deep Learning
by: Issa, Obada
Published: (2023)

Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks
by: Zahraa Ismail (22457644)
Published: (2025)

Navigating the Landscape of Deep Reinforcement Learning for Power System Stability Control: A Review
by: Mohamed Sadok Massaoudi (17984071)
Published: (2023)

Voltage Stability Assessment of Dubai Power Grid Using a Detailed Load Model
by: Al Disi, Salha Ali
Published: (2013)

Improving clinical documentation: automatic inference of ICD-10 codes from patient notes using BERT model
by: Al-Bashabsheh, Emran
Published: (2023)

Hand-Crafted Features with Simple Deep Learning Architectures for Human Activity Recognition
by: Albadawi, Yaman Sufian
Published: (2024)

Small-Signal Stability Analysis and Parameters Optimization of Virtual Synchronous Generator for Low-Inertia Power System
by: Alaa Altawallbeh (22565837)
Published: (2025)

Virtual Inertia Support in Power Systems for High Penetration of Renewables—Overview of Categorization, Comparison, and Evaluation of Control Techniques
by: Naruttam Kumar Roy (16904544)
Published: (2022)

Probabilistic Assessment of Community-Scale Vehicle Electrification Using GPS-Based Vehicle Mobility Data: A Case Study in Qatar
by: Fulin Fan (10686666)
Published: (2023)

Knowledge-based Deep Learning for Modeling Chaotic Systems
by: Elabid, Zakaria
Published: (2022)

Temporal Machine Learning Payload Prediction for DJI Matrice 100 Quadcopter Drone Based on Tracking Data
by: Kashkash, Mariam
Published: (2024)

Distributed Event-Triggered Consensus-Based Control of DC Microgrids in Presence of DoS Cyber Attacks
by: Mina Mola (16896360)
Published: (2021)

Power System Stability With High Penetration of Renewable Energy Sources: Challenges, Assessment, and Mitigation Strategies
by: Jana Sheikh Ali (22392121)
Published: (2025)

Production of sustainable pavement with oil sludge
by: Al-Tamimi, Adil
Published: (2014)

Adaptive PPO With Multi-Armed Bandit Clipping and Meta-Control for Robust Power Grid Operation Under Adversarial Attacks
by: Mohamed Massaoudi (16888710)
Published: (2025)

Impact of Charging Electric Vehicles under Different State of Charge Levels and Extreme Conditions
by: Claude Ziad El-Bayeh (17542284)
Published: (2021)

Circuit-Averaged Modeling of Non-Ideal Low-Power DC-AC Inverters
by: Ghizzawi, Farouk
Published: (2020)

Dynamic Performance Evaluation of Grid-Connected Hybrid Renewable Energy-Based Power Generation for Stability and Power Quality Enhancement in Smart Grid
by: Mohammad Amir (12418899)
Published: (2022)

The molecular mechanism of nitric oxide in memory consolidation and its role in the pathogenesis of memory-related disorders
by: Zainab I. Bahdar (22303855)
Published: (2025)

A Fast and Robust Gas Recognition Algorithm Based on Hybrid Convolutional and Recurrent Neural Network
by: Xiaofang Pan (1895950)
Published: (2019)

Anomaly Detection on Smart Grids With Optimized Convolutional Long Short-Term Memory Model
by: Ahmad N. Alkuwari (22392226)
Published: (2025)

Adsorption–photocatalysis synergy of reusable mesoporous TiO2–ZnO for photocatalytic degradation of doxycycline antibiotic
by: I.J., Ani
Published: (2024)

Stabilization of Sandy Soil Against Internal Erosion Using Lime
by: Banu, Shaziya Ahmed
Published: (2021)

Stability enhancement of Al<sub>2</sub>O<sub>3</sub>, ZnO, and TiO<sub>2</sub> binary nanofluids for heat transfer applications
by: Ans Ahmed Memon (21633692)
Published: (2024)

Remote sensing of inland Sabkha and a study of the salinity and temporal stability for sustainable development: A case study from the West coast of Qatar
by: Sankaran, Rajendran
Published: (2021)

Towards Resiliency Enhancement of Network of Grid-Forming and Grid-Following Inverters
by: Silvanus D'silva (19273852)
Published: (2023)

Internally Positive Representation to Stability of Delayed Timescale-Type Differential- Difference Equation
by: Qiang Xiao (447702)
Published: (2021)

The Use of Lime to Stabilize Clay Soil against Internal Erosion
by: Aqel, Rawan Ibrahim
Published: (2018)

Transient high thyroid stimulating hormone and hypothyroidism incidence during follow up of subclinical hypothyroidism
by: Abu-Helalah, Munir
Published: (2021)

A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory
by: Mehdi Asadi (12566741)
Published: (2025)

Experimental Validation of a Mitigation Method of Ferranti Effect in Transmission Line
by: Tareq Foqha (17947778)
Published: (2023)

Cannot write session to /tmp/vufind_sessions/sess_e7cf4f4lagb3oapqffi2kdh5b0