On Neuro-Fuzzy Prediction in MATLAB

被引：0

作者：

Pashchenko, F. F. ^{[1
]}

Pashchenko, A. F. ^{[1
]}

Durgaryan, I. S. ^{[1
]}

Kudinov, Y. I. ^{[2
]}

Kelina, A. Y. ^{[2
]}

Le Van Dinh ^{[3
]}

机构：

[1] Russian Acad Sci, Inst Control Sci, Moscow, Russia

[2] Lipetsk State Tech Univ, Lipetsk, Russia

[3] Natl Res Univ, Moscow Power Engn Inst, Moscow, Russia

来源：

PROCEEDINGS OF THE 2015 10TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS | 2015年

关键词：

Simulation; technologicsl process; fuzzy model; TS; -; model; neuro-fuzzy network; ANFIS architecture; prediction; electric energy consumption forecast; MATLAB;

D O I：

暂无

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper we solve the problem of modeling the production systems basing on neuro-fuzzy models and tools of MATLAB. The problems of identifying and constructing a model for the prediction of energy consumption are observed with the use of MATLAB tools.

引用

页码：1538 / 1541

页数：4

共 50 条

[31] Nonlinear neuro-fuzzy prediction: Methodology, design and applications
Sadeghian, AR
[J]. 10TH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3: MEETING THE GRAND CHALLENGE: MACHINES THAT SERVE PEOPLE, 2001, : 1022 - 1026
[32] Prediction of Solar Activity Based on Neuro-Fuzzy Modeling
Abdel-Fattah Attia
Rabab Abdel-Hamid
Maha Quassim
[J]. Solar Physics, 2005, 227 : 177 - 191
[33] Tool wear prediction adaptive neuro-fuzzy system
Zuperl, U.
Cus, F.
[J]. Annals of DAAAM for 2004 & Proceedings of the 15th International DAAAM Symposium: INTELLIGNET MANUFACTURING & AUTOMATION: GLOBALISATION - TECHNOLOGY - MEN - NATURE, 2004, : 507 - 508
[34] A Neuro-Fuzzy Hybridized Approach for Software Reliability Prediction
Kumar, Ajay
[J]. JOURNAL OF UNIVERSAL COMPUTER SCIENCE, 2022, 28 (07) : 708 - 732
[35] The prediction of air pollution by using Neuro-fuzzy GMDH
Yousefpour, A.
Ahmadpour, Z.
[J]. JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS, 2011, 2 (03): : 488 - 494
[36] A Neuro-fuzzy approach for user behaviour classification and prediction
Sujata Atta-ur-Rahman
Ashish Kr. Dash
Naveen Luhach
Seungmin Chilamkurti
Yunyoung Baek
[J]. Journal of Cloud Computing, 8
[37] Neuro-fuzzy Based Condition Prediction of Bearing Health
Zhao, Fagang
Chen, Jin
Guo, Lei
Li, Xinglin
[J]. JOURNAL OF VIBRATION AND CONTROL, 2009, 15 (07) : 1079 - 1091
[38] Air quality prediction by neuro-fuzzy modeling approach
Lin, Yu-Chun
Lee, Shie-Jue
Ouyang, Chen-Sen
Wu, Chih-Hung
[J]. APPLIED SOFT COMPUTING, 2020, 86 (86)
[39] A neuro-fuzzy system for the prediction of the vehicle traffic flow
Panella, M
Rizzi, A
[J]. FUZZY LOGIC AND APPLICATIONS, 2006, 2955 : 110 - 118
[40] Market Power Prediction via Neuro-fuzzy System
Soofiabadi, Alireza
Foroud, Asghar Akbari
[J]. IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF ELECTRICAL ENGINEERING, 2022, 46 (02) : 441 - 460

← 1 2 3 4 5 →