کنفرانس بین المللی کنترل ، ابزار دقیق و اتوماسیون

صفحه اصلی / نهمین کنفرانس بین المللی کنترل ، ابزار دقیق و اتوماسیون

Comparative Analysis of Data-Driven Predictive Control Strategies

نویسندگان :

Ali Rezaei¹ Ali Khaki-Sedigh²

1- K. N. Toosi University of Technology 2- K. N. Toosi University of Technology

کلمات کلیدی :

Control Theory،Data-Driven Control،Predictive Control

چکیده :

This paper compares data-driven predictive control strategies by examining their theoretical foundations, assumptions, and applications. Each of these strategies is systematically reviewed, and the primary theories supporting it are outlined. Following analysis, a discussion is provided regarding their fundamental assumptions, emphasizing their influence on control effectiveness. A numerical example is presented as a benchmark for comparison to enable a rigorous performance evaluation.

لیست مقالات

لیست مقالات بایگانی شده

Forecasting the Condition Severity of COVID-19 in Terms of Prevalence in Iran

Morteza Hajji - Ahmad Ali Rafiee - Ali Akbar Safavi - Mahmoud Farhang

Designing and simulation of an automatic control system for an underwater vehicle

Mohammad Reza Keshtkar - Iman Fakharian - Saeed Kavari - Javad Zare Ehteshami

Attitude Error Compensation Using Adaptive Extended Kalman Filter for Low-cost GPS/INS

Javad Nayerabadi - Mohsen Mohammadi

Sensor-Fault-Tolerant Controller for a Flexible-link Manipulator with Output Constraint

Mona Raoufi - Hadi Delavari

مدل‌سازی و کنترل غیرخطی تکنیک ضربه پرسرعت با جلوی راکت در ورزش بدمینتون

سروناز نیساری - رامین وطن خواه - سید آرش حق پناه

Data-Driven Controller Design for a Synchronous Generator Connected to an Infinite Bus

Abdollah Karimzadeh - Maryam Dehghani - Mohammad Hassan Asemani - Reza Najarazdeh

Detection of Defective Products in Injection Molding Process Using YOLO-NAS

Mohammadreza Asadi - Seyedeh Sogand Hashemi - Mohammad Taghi Sadeghi

Blood Pressure Estimation through Photoplethysmography and Machine Learning Models

Hanieh Mohammadi - Bahram Tarvirdizadeh - Khalil Alipour - Mohammad Ghamari

Trotting gait planning and simulation for a quadruped robot

َArdalan َAeini - Mohammadhossein Pourassad - Mohammad Reza Haghjooa - Mostafa Taghizadeh

Dynamic Modeling, Parameter Identification and Nonlinear Model Predictive Control of a Cable-Suspended Parallel Robot with Four Cables

Mohammad Ghanatian - Mohammad Reza Hairi Yazdi - Mehdi Tale Masouleh

بیشتر

ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 42.0.5