LEARNING OUTCOMES
After the course, the participant will understand:
* Basic principles of design of experiments;
* Basic experimental design strategies (factorial, composite, response-surface, mixture design) and associated solution techniques for practical calculations.
* Basic principles of calibration;
* Basic calibration methods (linear regression, principal component analysis, partial least-squares) and associated solution techniques for practical calculations.
Credits: 2
Schedule: 03.09.2024 - 25.09.2024
Teacher in charge (valid for whole curriculum period):
Teacher in charge (applies in this implementation): Francesco Corona, Jukka Kortela
Contact information for the course (applies in this implementation):
CEFR level (valid for whole curriculum period):
Language of instruction and studies (applies in this implementation):
Teaching language: English. Languages of study attainment: English
CONTENT, ASSESSMENT AND WORKLOAD
Content
valid for whole curriculum period:
We study the introductory principles and the basic calculation techniques of experimental design and multivariate calibration. The course aims at providing a pragmatic understanding of the techniques and a practical workflow for using experimental data.
Assessment Methods and Criteria
valid for whole curriculum period:
Assignment
Workload
valid for whole curriculum period:
- Lectures and exercises 20h
- Independent study, homework, and assignments: 34h
DETAILS
Study Material
valid for whole curriculum period:
Lecture and exercise notes
Substitutes for Courses
valid for whole curriculum period:
Prerequisites
valid for whole curriculum period:
SDG: Sustainable Development Goals
7 Affordable and Clean Energy
9 Industry, Innovation and Infrastructure
12 Responsible Production and Consumption
13 Climate Action
FURTHER INFORMATION
Further Information
valid for whole curriculum period:
Teaching Language: English
Teaching Period: 2024-2025 Autumn I
2025-2026 Autumn IRegistration:
The course is available only for students in Chemical and Metallurgical Engineering master's programme.