Real Time Monitoring of Transient Stability Status ofIntegrated Hybrid Distributed Generation: A Comparison ofANN Approaches
Journal Title: IOSR Journals (IOSR Journal of Electrical and Electronics Engineering) - Year 2018, Vol 13, Issue 3
Abstract
The analytical approach in transient stability assessment is inadequate to handle real time operation of power system due to the unavailability of accurate mathematical equations for most dynamic systems, and given the large volume of data required and requires long simulation time to assess the stability limits of the system. To cope with the shortcoming of the analytical approach, a computational intelligence method based on Artificial Neural Networks (ANNs) was developed in this paper to monitor transient stability status in real time when HDG is integrated into a multi-machine network. Five ANNs were used for the monitoring. Appropriate data related to the hybrid generation (i.e., Solar PV, wind generator, small hydropower) were generated using the analytical approach for the training and testing of the ANN models.
Authors and Affiliations
Paul Kehinde Olulope
Keywords
Related Articles
- EP ID EP388785
- DOI 10.9790/1676-1303031725.
- Views 129
- Downloads 0
Power Quality Investigate by Using the Varying of Voltage Parameter
To evaluate the power quality of a power system which is necessary to monitor the power quality of the power supply environment. The purpose of monitoring is mainly to determine power quality problems or to assess power...
The Impact of Integrating Renewable Energy Sources in Rural Communities Using an Intelligent Agent (A Case Study of Afikpo Community)
his study is based on the investigation and simulation modelling of integrated renewable energy system in rural area. This work is aimed at analysing the various impact of integrating renewable energy sources in rural co...
A Theoretical Approach To Forecasting Of Electric Power Of Distribution Transformers
This paper is targeted at discussing the theory involved in addressing the problem of forecasting electric power at a substation transformer in a distribution network. Accurate power forecast is of great essence in power...
A Review of Chemical effects of Nanoparticles to Human and Environment
Science and technology have identified unique properties of nanomaterials. These properties may yield many far-reaching societal benefits, but they can also pose hazards and risks. Although the nanotechnology industry is...
Analysis of Low Power Multi-core Embedded Management for Energy Harvesting
This paper presents an Intelligent Power management system which primarily focuses on power harvesting and low power consumption management and controlling of multi-core embedded system. Now, such multi-core embedded sys...