Courses

Curriculums

• Introduction and Motivation Free Video Tutorials and Notes Lectures

  Lesson
• Linearization of Mechanistic Models Free Video Tutorials and Notes Lectures

  Lesson
• Linearization of Mechanistic Models (Contd.) Free Video Tutorials and Notes Lectures

  Lesson
• Introduction to z-transforms and Development of Grey-box models Free Video Tutorials and Notes Lectures

  Lesson
• Introduction to Stability Analysis and Development of Output Error Models Free Video Tutorials and Notes Lectures

  Lesson
• Introduction to Stochastic Processes Free Video Tutorials and Notes Lectures

  Lesson
• Introduction to Stochastic Processes (Contd.) Free Video Tutorials and Notes Lectures

  Lesson
• Development of ARX models Free Video Tutorials and Notes Lectures

  Lesson
• Stability Analysis of Discrete Time Systems Free Video Tutorials and Notes Lectures

  Lesson
• Interaction Analysis and Multi-loop Control (contd.) Free Video Tutorials and Notes Lectures

  Lesson
• Statistical Properties of ARX models and Development of ARMAX models Free Video Tutorials and Notes Lectures

  Lesson
• Development of ARMAX models (contd.) and Issues in Model Development Free Video Tutorials and Notes Lectures

  Lesson
• Model Structure Selection and Issues in Model Development (contd.) Free Video Tutorials and Notes Lectures

  Lesson
• Issues in Model Development (contd.) and State Realizations of Transfer Function Models Free Video Tutorials and Notes Lectures

  Lesson
• Lyapunov Functions and Interaction Analysis and Multi-loop Control Free Video Tutorials and Notes Lectures

  Lesson
• Multivariable Decoupling Control and Soft Sensing and State Estimation Free Video Tutorials and Notes Lectures

  Lesson
• Development of Luenberger Observer Free Video Tutorials and Notes Lectures

  Lesson
• Kalman Filtering Free Video Tutorials and Notes Lectures

  Lesson
• Kalman Filtering (contd.) Free Video Tutorials and Notes Lectures

  Lesson
• Kalman Filtering (contd.) Free Video Tutorials and Notes Lectures

  Lesson
• Development of Luenberger Observer (contd.) and Introduction to Kalman Filtering Free Video Tutorials and Notes Lectures

  Lesson
• Pole Placement State Feedback Control Design and Introduction to Linear Quadratic Gaussian Control Free Video Tutorials and Notes Lectures

  Lesson
• Linear Quadratic Gaussian (LQG) Regulator Design Free Video Tutorials and Notes Lectures

  Lesson
• Linear Quadratic Gaussian (LQG) Controller Design Free Video Tutorials and Notes Lectures

  Lesson
• Model Predictive Control (MPC) Free Video Tutorials and Notes Lectures

  Lesson