Data driven Predictive Maintenance and Optimal Plan (Classroom & Asynchronous)
Training Provider: SINGAPORE INSTITUTE OF MANUFACTURING TECHNOLOGY
Course Reference: TGS-2020504648
S$1,200
Original: S$4,000
Save S$2,800
About This Course
.At the end of the course, the learner will be able to:
• Understand issues in data types and source for machine learning
• Identify Imbalance data classes and its impact for machine learning
• Perform imbalanced data processing
• Perform data analysis using maintenance management system
• Understand concept of optimal maintenance planning
• Apply data driven maintenance planning for optimization
What You'll Learn
This course aims to provide the students with the knowledge of effective data processing for predictive maintenance and optimal maintenance planning. Data from machine health monitoring sensor, operation maintenance activities on fault diagnosis and repair jobs will be analysed. Latest technology such as IoT and predictive maintenance management system, integrated maintenance planning system are introduced and provides student with hands-on experience. Cases studies are in the areas of equipment data analysis for predictive maintenance and planning are included for discussion and hands-on training.
Entry Requirements
Diploma with relevant experience or degree
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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