Motor induction could be operated as Self Excited Induction Generator (SEIG) by producing negative slip. However, the output voltage and frequency of SEIG could not guarantee the performance stability under varying load conditions. Hence, suitable control circuit and its control scheme are required to maintain output voltage and frequency of SEIG. This study aims to develop Distribution Static Compensator (DSTATCOM) and Electronic Load Controller (ELC) based Proportional Integral-Adaptive Neuro-Fuzzy Inference System (PI-ANFIS) and to maintain output voltage and frequency of SEIG under the change of loads. D-STATCOM is applied to control reactive power, while ELC is employed to control active power. PI-ANFIS control scheme contains a combination of neural network and fuzzy logic to conduct self-tuning on parameters of PI controller, for more optimum performance. The proposed control was examined in simulation study by utilizing Simulink Matlab. Results of the simulation indicate that when the load changing, PI-ANFIS controller in D-STATCOM system is able to stabilize the output voltage, slightly better than in PI controller. Meanwhile, PI-ANFIS in ELC is capable of recovering the frequency faster than the conventional one.

1.
B.
Singh
,
S.
Member
,
S. S.
Murthy
,
L. S.
Member
, and
S.
Gupta
, “
tAnalysis and Design of Electronic Load Controller for Self-Excited Induction Generators
,”
21
,
285
293
(
2006
),
2.
G. K.
Singh
, “
Self-Excited Induction Generator for Renewable Applications
,”
M. A. B. T.-E. of S. T.
Abraham
, Ed.
Oxford
:
Elsevier
,
239
256
(
2017
).
3.
E.
Suarez
and
G.
Bortolotto
, “
Voltage-frequency control of a self-excited induction generator
,”
IEEE Transactions on Energy Conversion
,
14
,
394
401
(
1999
),
4.
L. G.
Scherer
,
R. V.
Tambara
, and
R. F.
de Camargo
, “
Voltage and frequency regulation of standalone self-excited induction generator for micro-hydro power generation using discrete-time adaptive control
,”
IET Renewable Power Generation
,
10
,
531
540
(
2016
),
5.
R. R.
Chilipi
,
B.
Singh
, and
S. S.
Murthy
, “
Performance of a Self-Excited Induction Generator With DSTATCOM-DTC Drive-Based Voltage and Frequency Controller
,”
IEEE Transactions on Energy Conversion
,
29
,
545
557
(
2014
),
6.
J. M.
Ramirez
and
M. E.
Torres
, “
An electronic load controller for self-excited induction generators
,” in
2007 IEEE Power Engineering Society General Meeting
,
1
8
(
2007
).
7.
D.
Amoozegar
, “
DSTATCOM modelling for voltage stability with fuzzy logic PI current controller
,”
International Journal of Electrical Power & Energy Systems
,
76
,
129
135
(
2016
),
8.
L. G.
Scherer
,
C. B.
Tischer
, and
R. F.
de Camargo
, “
Power rating reduction of distribution static synchronous compensator for voltage and frequency regulation of stand-alone self-excited induction generator
,”
Electric Power Systems Research
,
149
,
198
209
(
2017
),
9.
G.
Attuati
,
R. F.
de Camargo
,
L. G.
Scherer
, and
C. B.
Tischer
, “
Sliding mode current control of DSTATCOM applied to voltage regulation of induction generator based systems
,” in
2017 IEEE 8th International Symposium on Power Electronics for Distributed Generation Systems (PEDG)
,
1
6
(
2017
).
10.
E.
Mishra
and
S.
Tiwari
, “
Comparative Analysis of Fuzzy Logic and PI Controller Based Electronic Load Controller for Self-Excited Induction Generator
,”
Advances in Electrical Engineering
,
2017
,
5620830
(
2017
),
11.
R. A.
Ofosu
,
K. K.
Kaberere
,
J. N.
Nderu
, and
S. I.
Kamau
, “
Design of BFA-optimized fuzzy electronic load controller for micro hydro power plants
,”
Energy for Sustainable Development
,
51
,
13
20
(
2019
),
12.
Z.
Has
,
A. Z.
Rosyidi
,
I.
Pakaya
,
N. A.
Mardiyah
,
N.
Nurhadi
, and
M.
Effendy
, “
Integrated Frequency Control of Microhydro Power Plant Based Flow Valve Control and Electronic Load Controller
,” in
2018 IEEE Conference on Systems, Process and Control (ICSPC)
,
244
249
(
2018
).
13.
J.
Darvill
,
A.
Tisan
, and
M.
Cirstea
, “
An ANFIS-PI based boost converter control scheme
,” in
2015 IEEE 13th International Conference on Industrial Informatics (INDIN)
,
632
639
(
2015
).
This content is only available via PDF.
You do not currently have access to this content.