LabVIEW-based Classic, Fuzzy and Neural Controllers Algorithm Design Applied to a Level Control Prototype

Martinez J. J.; Padilla J. A.; Rodriguez E. J. J.

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LabVIEW-based Classic, Fuzzy and Neural Controllers Algorithm Design Applied to a Level Control Prototype

机译：基于LabVIEW的经典，模糊和神经控制器算法设计应用于电平控制原型

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This work presents the algorithm design of classic control, fuzzy control and neural control applied to a level control prototype. Classic control systems use PI and PID control actions; in order to tune such actions, Ziegler and Nichols oscillating method was used. It was designed a proportional, derivative and incremental fuzzy control system. As well, an inverse mode neural controller and an intern model neural controller are presented. As a first stage, simulation results were obtained using Matlab. Afterwards, an experimental implementation for each controller was carried out using LabVIEW based virtual instruments; a comparison between the functionalities of the presented controllers is done. Finally, the neural control system was implemented in an FPGA and the performance was compared to the one implemented in the LabVIEW virtual instruments.

机译：该工作介绍了应用于电平控制原型的经典控制，模糊控制和神经控制的算法设计。经典控制系统使用PI和PID控制操作; 为了调整这些动作，使用Ziegler和Nichols振荡方法。它设计了一种比例，衍生和增量模糊控制系统。同样，提出了逆模式神经控制器和实习模型神经控制器。作为第一阶段，使用MATLAB获得模拟结果。之后，使用基于LabView的虚拟仪器进行每个控制器的实验实现; 所提出的控制器功能之间的比较完成。最后，神经控制系统在FPGA中实现，并将性能与LabVIEW虚拟仪器中实现的。

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来源
《Limnology and oceanography, methods》 |2017年第6期|共9页
作者
Martinez J. J.; Padilla J. A.; Rodriguez E. J. J.;
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作者单位

Tecnol Nacl Mexico Inst Tecnol Celaya Mexico City DF Mexico;

Tecnol Nacl Mexico Inst Tecnol Celaya Mexico City DF Mexico;

Tecnol Nacl Mexico Inst Tecnol Celaya Mexico City DF Mexico;

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正文语种 por
中图分类水产、渔业;天文学、地球科学;
关键词
Control; Artificial Neural Networks; Fuzzy Logic Controller; LabVIEW; FPGA;

机译：控制;人工神经网络;模糊逻辑控制器;LabVIEW;FPGA;

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1. LabVIEW-based Classic, Fuzzy and Neural Controllers Algorithm Design Applied to a Level Control Prototype [J] . Martinez J. J., Padilla J. A., Rodriguez E. J. J. Limnology and oceanography, methods . 2017,第6期

机译：基于LabVIEW的经典，模糊和神经控制器算法设计应用于电平控制原型
2. Design, simulation and comparative evaluation of both a classic and a fuzzy logic PI controller applied to a DC-DC converter [J] . Fabio H. FUDOLI, Daniel D. VECHIA, Jakson P. BONALDO, Przeglad Elektrotechniczny . 2018,第5期

机译：经典和模糊逻辑PI控制器应用于DC-DC转换器的设计，仿真和比较评估
3. Genetic algorithm design of neural network and fuzzy logic controllers [J] . A. Hunter, K.-S. Chiu Soft computing: A fusion of foundations, methodologies and applications . 2000,第3期

机译：神经网络和模糊逻辑控制器的遗传算法设计
4. Comparison between a fuzzy controller and classic controller applied to stabilize a humanoid robotic platform [C] . Lopez Jorge, Perez Katherin, Rojas Eyberth, International Conference on Advanced Robotics . 2013

机译：模糊控制器与经典控制器在稳定人形机器人平台上的比较
5. Neural network and fuzzy logic based secondary cells charging algorithm development and the controller architecture for implementation. [D] . Ullah, Muhammed Zafar. 2000

机译：基于神经网络和模糊逻辑的二次电池充电算法开发及控制器架构的实现。
6. Design and Implementation of a Position Speed and Orientation Fuzzy Controller Using a Motion Capture System to Operate a Wheelchair Prototype [O] . Mauro Callejas-Cuervo, Aura Ximena González-Cely, Teodiano Bastos-Filho 2021

机译：使用运动捕捉系统的位置速度和方向模糊控制器的设计与实现操作轮椅原型
7. Mixing Fuzzy, Neural and Genetic Algorithms in an Integrated Design Environment for Intelligent Controllers [O] . Chiaberge Marcello, Di Bene G., Di Pascoli S., 1995

机译：在智能控制器的集成设计环境中混合模糊，神经和遗传算法

LabVIEW-based Classic, Fuzzy and Neural Controllers Algorithm Design Applied to a Level Control Prototype

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