0% Complete
صفحه اصلی
/
سی و سومین کنفرانس بین المللی مهندسی برق
Type-2 Fuzzy Wavelet Control for a Quadruple-Tank System based on Disturbance Rejection
نویسندگان :
Mohammadreza Esmaeilidehkordi
1
Alireza Nezamzadeh
2
Maryam Zekri
3
Iman Izadi
4
Farid Sheikholeslam
5
1- دانشگاه صنعتی اصفهان
2- دانشگاه صنعتی اصفهان
3- دانشگاه صنعتی اصفهان
4- دانشگاه صنعتی اصفهان
5- دانشگاه صنعتی اصفهان
کلمات کلیدی :
Quadruple-Tank System،Type-2 Fuzzy Wavelet Control،Disturbance،Extreme Learning Machine
چکیده :
This paper introduces the Type-2 Fuzzy Wavelet Controller (T2FWC), a novel control framework designed for nonlinear systems influenced by uncertainty and noise. Each fuzzy rule’s THEN-part is associated with a sub-Wavelet Neural Network (sub-WNN), created through various dilation and translation parameters of a mother wavelet. This approach simplifies the wavelet transformation process by requiring only a single coefficient for each two output, striking a balance between structural complexity and computational efficiency. Performance comparisons of the T2FWC with the reinforcement learning algorithm and the PID controllers indicate a significant reduction in the number of linear learning parameters and improved resilience to random initialization, while preserving accuracy in control operations. The results demonstrate the effectiveness of the T2FWC in managing disturbances in liquid levels within a Quadruple Tank system, offering a robust alternative for optimizing control strategies in complex process environments. This research highlights the potential of combining advanced control techniques to enhance system performance amid variability and uncertainty.
لیست مقالات
لیست مقالات بایگانی شده
Atrial Fibrillation (AF) Detection Using Deep Learning with GAN-based Data Augmentation
Amirhossein Akhoondkazemi - Arash Vashagh - Sayed Jalal Zahabi - Davood Shafie
Model Predictive Control for Optimal Drug Administration of Cancer Chemotherapy
Zahra Hosseinpour - Amirhossein Nikoofard - Erfan Nejabat
شبیه سازی یک حسگر با استفاده از یک میکرو تشدیدگر اویلری
مریم دهقانیان - محسن حاتمی
A Non-Isolated Extendable Common Grounded DC-DC Boost Converter for DC-microgrid Applications
Saed Mahmoud alilou - Ali Nadermohammadi - Mohammad Maalandish - Seyed hossein Hosseini - Kazem Zare - Mehdi Abapour
Nonvolatile Quaternary Pre-Charged MRAM Cell Design based on Emerging Technologies
Motahareh BahmanAbadi - Abdolah Amirany - Mohammad Hossein Moaiyeri
A Novel Method to Estimate Thevenin Equivalent Circuit Using Local Measurements
Pouria Akbarzadeh Aghdam - Hamid Khoshkhoo
Crypto Currency Price Prediction Using Preprocessed Scaled Inputs LSTM Model Enhanced by Improved Gray Wolf Optimization
Amir RabbaniParsa - Mahboobeh Hoshmand - Seyyed Abed Hosseini
Robust Laguerre based model predictive control for trajectory tracking of LTV systems
Marzieh Jamalabadi - Mahyar Naraghi - Iman Sharifi - Elnaz Firouzmand
An Overview on the primary control of VSC-MTDC systems
Seyed Mohsen Alavi - Reza Ghazi
مدل جامع مدیریت انرژی الکتریکی ریزشبکه مسکونی با استفاده از کنترل پیشبین مبتنی بر مدل
سینا رودنیل - سعید قاسمزاده - کاظم زارع - امیر امینزاده قوی فکر
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.0.4