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Performance Investigation of ANN Controller-Assisted Small Hydro Power Generation System
- Source :
- Proceeding of International Conference on Intelligent Communication, Control and Devices ISBN: 9789811017070
- Publication Year :
- 2016
- Publisher :
- Springer Singapore, 2016.
-
Abstract
- In this paper, the performance investigation of artificial neural network (ANN) controller-assisted small hydro power generation system (SHPGS) has been presented. The mathematical modeling of SHPGS is implemented in MATLAB/Simulink software. As the turbine speed and output power are directly proportional to the water flow rate and net head, an ANN controller has been implemented to control these parameters under varying load demand. A comprehensive investigation of the system under steady state and dynamic state has been done in terms of demand power, water flow rate, net head, turbine power, load voltage and current. The results validate that the ANN controller has satisfactory performance under dynamic conditions.
- Subjects :
- Small hydro
Computer science
Water flow
Computer Science::Neural and Evolutionary Computation
05 social sciences
0211 other engineering and technologies
02 engineering and technology
Turbine
050601 international relations
0506 political science
Power (physics)
Control theory
021108 energy
Synchronous motor
MATLAB
computer
Voltage
computer.programming_language
Subjects
Details
- ISBN :
- 978-981-10-1707-0
- ISBNs :
- 9789811017070
- Database :
- OpenAIRE
- Journal :
- Proceeding of International Conference on Intelligent Communication, Control and Devices ISBN: 9789811017070
- Accession number :
- edsair.doi...........2568de8f5afc6e65ac10084a8e16d6d4
- Full Text :
- https://doi.org/10.1007/978-981-10-1708-7_102