Pro Manual: Practical Utilization Procedures for Managing Variability in Manufacturing Processes and Statistical Analysis Methods (Actual Statistical Analysis Using Processing Data)

I will provide a detailed explanation of the procedures for statistical analysis (t-tests, correlation analysis, regression analysis, experimental design) using MC processing data.

<Training and Seminar Planning for Young Engineers> Explanation of Practical Statistical Analysis Methods for Use in the Field Statistical Quality Control (SQC) should not be seen merely as a subject of study for statistical experts; it must be manageable enough for those conducting analyses in the manufacturing field to effectively utilize even simple methods (such as QC tools). For example, the Seven QC Tools are techniques for analyzing phenomena numerically and quantitatively, allowing anyone to quickly understand issues through visualization and making explanations easy. However, it can be quite challenging to master advanced technical problems involving hypothesis testing and estimation, correlation analysis, regression analysis, experimental design, multivariate analysis, and the Taguchi method (quality engineering). Recently, it has become possible to conduct analyses without complex calculations by using the statistical analysis functions in EXCEL. This explanatory document will provide a detailed guide on managing variability in manufacturing processes and quality improvement methods using statistical analysis techniques, specifically focusing on practical procedures for conducting statistical analyses (t-tests, correlation analysis, regression analysis, experimental design) using MC processing data.

• Technical and Reference Books

<Training/Seminar> Acquire quality control for preventive measures! Risk assessment of the manufacturing process and measures to prevent the outflow of potential defects! A system to achieve zero quality defects outflow.

We are currently in an era where we must coexist with various risks. In the manufacturing industry, it is essential to identify and evaluate risks at the product design stage and the manufacturing process design stage to prevent unexpected defects after distribution, as well as to implement measures to reduce risks to a socially acceptable level. When conducting Process FMEA, it is necessary to understand the concepts of reliability design in manufacturing processes, as well as the anticipation and prevention of risks. This course aims to help participants understand the procedures of assessment methods tailored to objectives such as "building reliability and safety in manufacturing process design," "risk assessment," and "FMEA." [Content] ■ What quality management is required in today's manufacturing industry ■ Mechanisms to achieve zero quality issue leakage (error-proofing) ■ Transitioning from defect rate management to risk management (risk management in manufacturing processes) ■ What failure modes are ■ Correct implementation procedures for Process FMEA (case studies) <Service Offerings> - Provision of explanatory materials - In-house training sessions - In-house training (including practical exercises) - Remote training * For more details, please refer to the PDF document or feel free to contact us.

• Technical Seminar

The driving force behind manufacturing site reform! A training program aimed at improving the "problem-solving skills," "management skills," and "motivation" of young leaders and managers!

<Internal Training Proposal 1> The training theme can be freely set. (It will be planned according to the issues the company wants to address.) 1. Training Name Seminar on "Basics of Quality Management" for Young Employees: Basic Edition / Practical Edition 2. Number of Participants Approximately 20 to 30 people (employees with 2 to 3 years of service) 3. Theme Correcting common mistakes made in implementing quality management activities and understanding the correct mindset and actions for quality management. - The true meaning of customer-first principle - The purpose of quality management is to prevent problems through proactive activities - Differences between whack-a-mole and recurrence prevention measures, creating countermeasures for defect cases (workshop) 4. Training Method - Conducting two sessions of 4 to 6 hours each (including workshops) - Conducted online or on-site 5. Effects - Improvement of practical skills for young employees and acquisition of the correct mindset for quality management - Clarification of business objectives - Development of problem-solving skills

• Management Skills Seminar

The "Mechanical Stitch Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without causing any thermal impact to the base material. Repairs can be carried out in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If a detailed technical explanation is needed, please contact us.

The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without causing any thermal impact to the base material. Repairs can be carried out even in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If a detailed technical explanation is needed, please contact us.

The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without causing any thermal impact to the base material. Repairs can be carried out in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If a detailed technical explanation is needed, please contact us.

Based on practical experience in support companies and business companies, SBS Marketing Co., Ltd. provides consulting services related to marketing, sales promotion, and customer acquisition primarily in the BtoB (business-to-business) sector. On September 23, 2025 (Tuesday), they published a page titled "Easier to Optimize the Allocation of Management Resources!? 'Product Portfolio Management (PPM)'". 'Product Portfolio Management' allows for the optimal allocation of management resources by evaluating one's business along two axes: "market growth potential" and "market share," and classifying it into four quadrants. The page explains the benefits that can be realized by utilizing it, the two axes and four quadrants that make it up, and the associated risks. (Page Overview: Excerpt) ■ What is 'Product Portfolio Management'? ■ What can be achieved through 'PPM'? ■ Components of 'PPM' (Vertical and Horizontal Axes) ■ Components of 'PPM' (Four Quadrants) ■ Two Risks Associated with 'PPM' (DL Content Only) ▼ For more details, please visit this page. https://sbsmarketing.co.jp/blog/ppm-2025-09/

The "Mechanical Stitching Method" by Nichinichisui Road Machinery Co., Ltd. is a new technique that allows for the repair of metal cracks without the application of heat. By using special bolts and reinforcement plates, cracks are physically removed, and repairs are made without affecting the base material with heat. Repairs can be carried out in environments where open flames cannot be used. Since no heat is applied, the disassembly of equipment is minimized. ◎ For more details, please contact us. ◎ If a detailed technical explanation is needed, please contact us.