Proposal of an Adaptive Neurofuzzy System to Control Flow Power in Distributed Generation Systems

المؤلفون المشاركون

Espitia, Helbert Eduardo
Machón-González, Iván
López-García, Hilario
Díaz, Guzmán

المصدر

Complexity

العدد

المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-16، 16ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2019-03-05

دولة النشر

مصر

عدد الصفحات

16

التخصصات الرئيسية

الفلسفة

الملخص EN

Systems of distributed generation have shown to be a remarkable alternative to a rational use of energy.

Nevertheless, the proper functioning of them still manifests a range of challenges, including both the adequate energy dispatch depending on the variability of consumption and the interaction between generators.

This paper describes the implementation of an adaptive neurofuzzy system for voltage control, regarding the changes observed in the consumption within the distribution system.

The proposed design employs two neurofuzzy systems, one for the plant dynamics identification and the other for control purposes.

This focus optimizes the controller using the model achieved through the identification of the plant, whose changes are produced by charge variation; consequently, this process is adaptively performed.

The results show the performance of the adaptive neurofuzzy system via statistical analysis.

نمط استشهاد جمعية علماء النفس الأمريكية (APA)

Espitia, Helbert Eduardo& Machón-González, Iván& López-García, Hilario& Díaz, Guzmán. 2019. Proposal of an Adaptive Neurofuzzy System to Control Flow Power in Distributed Generation Systems. Complexity،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1131081

نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)

Espitia, Helbert Eduardo…[et al.]. Proposal of an Adaptive Neurofuzzy System to Control Flow Power in Distributed Generation Systems. Complexity No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1131081

نمط استشهاد الجمعية الطبية الأمريكية (AMA)

Espitia, Helbert Eduardo& Machón-González, Iván& López-García, Hilario& Díaz, Guzmán. Proposal of an Adaptive Neurofuzzy System to Control Flow Power in Distributed Generation Systems. Complexity. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1131081

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1131081