Process Improvement with Design of Experiment (DOE)

Topic 1 Introduction to Design of Experiment

• What is Design of Experiment (DoE)?
• DoE vs OFAT Experiments
• Comparative Experiments
• Basic Principles of DoE
• Terminology of DOE
• Types of DoE

Topic 2 Factorial Experiments

• What is Factorial Experiments
• Two Level Factorial Design
• Blocking and Replication
• Analysis Factorial Experiments
• Fractional Factorial Experiments
• Confounding Effects and Resolution Types
• Available Two Level Factorial Designs
• Factorial Design with Center Points

Topic 3 Response Surface Method

• What is Response Surface Method (RSM)?
• Central Composite Design (CCD)
• CCD Analysis

Topic 4 Mixture and Taguchi Designs

• What is Mixture Design?
• Components
• Simplex Centroid Design
• What is Taguchi Design?
• Signal and Noise Factors
• Catalogue of Taguchi Designs
• Optimisation of Taguchi Designs

Promotion Code

Your will get 10% discount voucher for 2nd course onwards if you write us a Google review.

Minimum Entry Requirement

Knowledge and Skills

• Able to operate using computer functions
• Minimum 3 GCE ‘O’ Levels Passes including English or WPL Level 5 (Average of Reading, Listening, Speaking & Writing Scores)

Attitude

• Positive Learning Attitude
• Enthusiastic Learner

Experience

• Minimum of 1 year of working experience.

Target Age Group: 18-65 years old

Minimum Software/Hardware Requirement

Software:

TBD

Hardware: Window or Mac Laptops

• Process Engineer
• Quality Assurance Manager
• Manufacturing Engineer
• Operations Manager
• Production Manager
• R&D Scientist
• Six Sigma Black Belt
• Lean Manufacturing Specialist
• Industrial Engineer
• Continuous Improvement Manager
• Quality Control Specialist
• Operations Research Analyst
• Supply Chain Analyst
• Project Manager
• Business Process Consultant

Dr Alvin Ang: Dr Alvin Ang is a ACTA certified trainer. Alvin Ang did his Ph.D., Masters and Bachelors from NTU, Singapore. Previously he was a Principal Consultant (Data Science) as well as an Assistant Professor. He was also 8 years SUSS adjunct lecturer. His focus and interest is in the area of real world data science. Though an operational researcher by study, his passion for practical applications outweigh his academic background. He owns a startup externally

Khoo Yong: Khoo Yong is a ACTA certified trainer. Khoo Yong graduated from NTU with a bachelor degree in Mechanical and Production Engineering. Currently, working as a principal engineer in one of the top 3 Semiconductor Manufacturing Pure-Play Foundry in the world, he is a statistician support Operations and Engineering, driving the Statistical Process Control Program in the Fab. He specializes in Statistics , basic Excel and advance Excel, including excel macro coding. He regularly conduct Statistical Process Control Courses in the company. He is a certified Black Belt.

Ho Kum Chuen: Ho Kum Chuen is a ACTA certified trainer. Ho Kum Chuen is an accomplished six sigma MBB with more than 15 years experience in process improvement with a multinational company. During these years he had trained hundreds of black belts and green belts in lean and six sigma methodology. His experience also include the training and consultation of the IATF16949 core tools ( APQP, FMEA, MSA, SPC and PPAP) to meet the required certification. A Chartered Engineer registered in UK , Kum Chuen had also held various engineering managerial positions in the electronic manufacturing industries.