Model Predictive Control: Theory and Applications

Model Predictive Control: Theory and Applications

@VTU COE

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What you will learn

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Model Predictive Control (MPC) is one of the predominant advanced control techniques. MPC originated in the chemical process industry and is now applicable to a wide range of application areas. MPC is an optimization-based technique, which uses predictions from a model over a future control horizon to determine control inputs. This course will provide an overview of MPC, and will cover both theory and practical applications. The course will involve MATLAB-based hands-on learning modules for understanding and solving advanced control problems. The course will cover multiple aspects of MPC implementation, including dynamical system models, state estimation, unconstrained and constrained optimal control, and model identification.

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Meet Your Instructor

Instructor
3.3 Rating
8558 Students
802 Courses
About Instructor

VTU is one of the largest Technological Universities in India with 24 years of Tradition of excellence in Engineering & Technical Education, Research and Innovations. It came into existence in the year 1998 to cater the needs of Indian industries for trained technical manpower with practical experience and sound theoretical knowledge.

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Free

  • Course Duration
    26 h 13 m 42 s
  • Course Level
    Advanced
  • Student Enrolled
    0
  • Language
    English
This Course Includes
  • 26 h 13 m 42 s Video Lectures
  • 0 Quizzes
  • 0 Assignments
  • 0 Downloadable Resources
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  • Certificate of Completion