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Uncertainty Quantification for Industrial Wind Assessment

Course Overview

Do you want to gain the skills to rigorously quantify and report uncertainty in wind resource assessments for industrial applications? This course guides you through the fundamentals of uncertainty quantification (UQ) and its practical applications in wind resource assessment and site assessment, aligning with the latest IEC 61400-15 standard and the requirements of wind project financing. You will learn to classify sources of uncertainty, apply core mathematical concepts, calculate essential statistics, and effectively communicate uncertainty in professional wind assessment reports. By the end of the course, you’ll be equipped to deliver robust, transparent, and finance-ready uncertainty analyses for wind energy projects.

Course Highlights

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MAIN GOAL

Applying numerical design optimization will help you find improved designs automatically and allow you to carry out more design studies.

Learning Outcomes

After completion of this course, you will be able to:

  • + Use uncertainty source classification for industrial wind assessments.
  • + Employ and understand the basic mathematics behind uncertainty quantification [UQ].
  • + Calculate relevant statistics needed for UQ in wind.
  • + Quantify uncertainty in the assessment of wind resources and siting.
  • + Report uncertainty for industrial wind assessments.

Meet Your Instructor

Mark C. Kelly

Associate Professor

Admissions

Entry Requirements

Math level of undergraduate engineering degrees (algebra and basic calculus).

Technical English.

Basic computational ability (Matlab, Python, advanced Excel, or similar).

Teaching and Assessment Methods

  • + Live sessions
  • + Asynchronous lectures
  • + Assignments
  • + Practical exercises
  • + Brief oral exam

Application Deadline: TBC

Fees & Funding

Tuition Fees

TBC

DTU
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