Information Package / Course Catalogue
Use of Artificial Intelligence in the Dairy Industry
Course Code: ZST527
Course Type: Area Elective
Couse Group: Second Cycle (Master's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 0
Credit: 3
Lab: 0
ECTS: 8
Objectives of the Course

It is aimed for students taking this course to understand artificial intelligence techniques and to learn how to use these techniques in solving various problems in milk and dairy products technology. Especially artificial neural networks, fuzzy logic and genetic algorithm are used in the Dairy Industry. Modeling applications such as product grading, classification, process modeling and optimization, quality control monitoring, conversion of images to numerical data, product design, control of storage systems, mastitis prediction, effectiveness of heat treatment are carried out in dairy products. These topics are explained in line with the purpose of the course.

Course Content

In this course, the use of artificial neural networks, fuzzy logic and genetic algorithm in dairy technology is examined. Applications of artificial intelligence in milk and dairy products technology include product grading, classification, process modeling and optimization, monitoring quality control, converting images into digital data, product design, temperature and humidity control of storage systems, control of the effectiveness of heat treatment, raw milk quality and mastitis control. topics are examined.

Name of Lecturer(s)