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Journals
International Journal of Advanced Network, Monitoring and Controls
Volume 3 (2018): Issue 4 (January 2018)
Open Access
Anfis Coordination of Changes In Power Oscillation Damper Parameters with Variation In Power System Operating Point
Dr I. I. Alabi
Dr I. I. Alabi
,
Dr A. I. Araga
Dr A. I. Araga
and
Mr Sabo Aliyu
Mr Sabo Aliyu
| Oct 14, 2019
International Journal of Advanced Network, Monitoring and Controls
Volume 3 (2018): Issue 4 (January 2018)
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Published Online:
Oct 14, 2019
Page range:
17 - 24
DOI:
https://doi.org/10.21307/ijanmc-2019-016
Keywords
Neuro-Fuzzy Controller
,
Mathematic Model
,
Oscillation Damper
,
Interconnected Network
© 2018 Dr I. I. Alabi et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Figure 1.
Proposed Adaptive POD Controller
Figure 2.
An unknown System as a Black Box
Figure 3.
Flowchart of ANFIS Training
Figure 4.
Training Data and ANFIS Output: Lead Time Constant
Figure 5.
Check Data and ANFIS Output: Lead Time Constant
Figure 6.
Prediction Error for Training Data and Check Data: Lead Time Constant
Figure 7.
Training Data and ANFIS Output: Lag Time Constant
Figure 8.
Check Data and ANFIS Output: Lag Time Constant
Figure 9.
Prediction Error for Training Data and Check Data: Lag Time Constant
Figure 10.
Plot of ANFIS Data and Training Data: Lag Time Constant
Figure 11.
Plot of ANFIS Data and Check Data: Lag Time Constant
Figure 12.
Prediction Error for Training Data and Check Data
Figure 13.
Plot of ANFIS Output and Training Data: Lead Time Constant
Figure 14.
Plot of ANFIS Data and Check Data: Lead Time Constant
Figure 15.
Prediction Error for Training Data and Check Data
Figure 16.
Input Membership Function
Figure 17.
ANFIS Adjusted Membership Function: Lag Time Constant
Figure 18.
ANFIS Adjusted Membership Function: Lead Time Constant
ANFIS Parameter Settings
numMFs
5
mfType
'gbellmf'
epoch_n
20