Course Details
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
Course Info
Job Roles
- 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
Trainers
Dr. 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 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 ACTA Trainer ( Advance Certificate in Training and Accessing) as well as a certified Black Belt.
Mr. Chee Wing Onn, Eddy has over 30 years of working experience in the field of quality assurance and reliability in the semiconductor fabrication, semiconductor equipment manufacturing and consumer electronic manufacturing sectors which include being in a Managerial position, ISO Management Representative and Lead Auditor in ISO9001, ISO14001 and TS16949 in the company. Prior to being a Management System Consultant, he has worked for various MNC companies. He has conducted numerous second party audits in his many years in the industry.
Mr. Chee is a Certified Practising Management Consultant by SBACC and currently the Managing Consultant of Excellence Consulting & Q-Training Services Pte Ltd which provides professional consultancy and training services in management systems,
He is qualified and experienced consultant specializing in quality, environmental and safety management system consultancy and training. He has assisted many organizations from equipment manufacturing, precision machining, construction, architectural, healthcare, trading, logistic, financial, M&E, and other service sectors in ISO 9001 Quality Management System, ISO 14001 Environmental Management System, AS9100D Aerospace Quality Management System, ISO 13485 Medical Device. Quality Management System, IATF 16949 Quality Management System, ISO 45001 Occupational Health & Safety Management System and ISO 22301:2012 Business Continuity Management System.
He has sound knowledge and application of quality improvement techniques including conducted inhouse training for companies on Basic Statistics for Engineers, APQP, PPAP, Control Plan, FMEA, MSA, SPC, DOE, 8D problem solving, 5S, Design of Experiments, QC 7 Tools, PDCA, as well as awareness and internal auditor training for the management systems.
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
Customer Reviews (17)
- will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
The course content was well-structured, covering a broad range of topics without overwhelming participants. Dr. Ang encouraged interaction and questions, creating a collaborative and enjoyable learning environment. What stood out was his emphasis on practical applications, bridging theory and real-world scenarios seamlessly.
Dr. Ang's clear communication and teaching precision made complex statistical concepts accessible to all participants. As someone with a basic understanding of DOE, I left the course with newfound confidence and practical tools for application in my projects.
In conclusion, Dr. Alvin Ang is an outstanding DOE trainer. His expertise, engaging teaching style, and practical approach make him highly recommended. The course was not only informative but also enjoyable, thanks to Dr. Ang's dedication to empowering participants with valuable DOE skills. (Posted on 11/20/2023) - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Dr. Alvin is a dedicated trainer who tries his very best to deliver lessons effectivel Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
Dr. Alvin has a jovial personality who never fails to create a light-hearted atmosphere in his class. He has the ability to create a stress-free, positive learning environment which allows us to focus better and it definitely promoted meaningful learning experiences for all of us. (Posted on 6/21/2022) - Dr Alvin did his best to make the course material simple Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment
I will strongly recommend engineers to do this course as a good foundation to understanding the use of Minitab and it’s use. (Posted on 4/13/2022) - will recommend Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment - Good Review by Course Participant/Trainee
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1. Do you find the course meet your expectation? 2. Do you find the trainer knowledgeable in this subject? 3. How do you find the training environment