Interpretability improvement of RBF-based neurofuzzy systems using regularized learning

2003 ◽  
pp. 605-620 ◽  
Author(s):  
Yaochu Jin
Keyword(s):  
Neurofuzzy Systems

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

Complexity ◽  
2019 ◽  
Vol 2019 ◽  
pp. 1-16 ◽  
Author(s):  
Helbert Eduardo Espitia ◽  
Iván Machón-González ◽  
Hilario López-García ◽  
Guzmán Díaz
Keyword(s):  
Statistical Analysis ◽  
Distributed Generation ◽  
Distribution System ◽  
Voltage Control ◽  
Control Flow ◽  
The Other ◽  
Charge Variation ◽  
Flow Power ◽  
Dynamics Identification ◽  
Neurofuzzy Systems

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.

TRAINING NEUROFUZZY SYSTEMS

1995 ◽  
pp. 191-196
Author(s):  
D.J. Mills ◽  
M. Brown ◽  
C.J. Harris
Keyword(s):  
Neurofuzzy Systems

Risk-based asset management of water piping networks using neurofuzzy systems

2009 ◽  
Vol 33 (2) ◽  
pp. 138-149 ◽  
Author(s):  
Symeon Christodoulou ◽  
Alexandra Deligianni ◽  
Pooyan Aslani ◽  
Agathoklis Agathokleous
Keyword(s):  
Asset Management ◽  
Piping Networks ◽  
Neurofuzzy Systems ◽  
Water Piping
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