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Anfis Coordination of Changes In Power Oscillation Damper Parameters with Variation In Power System Operating Point Cover

Anfis Coordination of Changes In Power Oscillation Damper Parameters with Variation In Power System Operating Point

Open Access
|Oct 2019

Figures & Tables

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

numMFs5
mfType'gbellmf'
epoch_n20
Language: English
Page range: 17 - 24
Published on: Oct 14, 2019
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2019 Dr I. I. Alabi, Dr A. I. Araga, Mr Sabo Aliyu, published by Xi’an Technological University
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.