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 116
- Downloads 0
Implementation of Wireless Hart Protocol Using Starter Kit DC9007
The wireless HART standard is the first open standard wireless communication standard for control and measurement in process industries. It uses secure time synchronized mesh networking with frequency hopping between the...
Space Vector Pulse Width Modulation Strategy for Indirect Matrix Converters under Abnormal Input Voltage Conditions
Matrix converter is a single-stage power conversion device for AC-AC without dc link of energy saving elements. Any disturbance in input voltage will be reflected immediately in output voltage. In this paper, different k...
A Simple Analytical Organized Information of different RTOS used in Embedded Systems
The embedded technology has been developed to a higher extent. The rtos has significant role in the development of embedded systems.In this paper different rtos features with respect to the parameters has been enlisted....
A Novel Soft Switching PWM Dc-Dc Converter
This paper presents the design of a soft-switching boost dc-dc converter. Passive soft-switching is employed due to its advantages over the active soft-switching and its ability to reduce switching losses. A Laplace tran...
Simulation Analysis of BLDC Motor Fed Solar Water Pumping System Using Zeta Convertor
This paper present the simulation analysis of BLDC motor fed solar water pumping system using zeta convertor. In order to extract maximum power from SPV array for intermediate DC-DC convertor using an incremental conduct...