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  1. Home
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  3. 高崎ものづくり技術研究所 ゴウドウガイシャタカサキモノヅクリギジュツケンキュウショ
  4. Pro Manual: Practical Utilization Procedures for Managing Variability in Manufacturing Processes and Statistical Analysis Methods (Actual Statistical Analysis Using Processing Data)
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  • Jun 30, 2023
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Jun 30, 2023

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

高崎ものづくり技術研究所 高崎ものづくり技術研究所 ゴウドウガイシャタカサキモノヅクリギジュツケンキュウショ
This manual provides a detailed explanation of practical procedures for managing variability in manufacturing processes and quality improvement methods using statistical analysis techniques, such as t-tests, correlation analysis, regression analysis, and experimental design, based on MC processing data. In parts manufacturing, one of the challenges of machining parts with machine tools is improving dimensional accuracy. This manual addresses the variability in dimensional accuracy that arises from machining conditions (such as cutting speed, cutting amount, and feed rate) when machining automotive parts with end mills. It explains in detail the steps to statistically determine the optimal cutting conditions using regression analysis, correlation analysis, and experimental design, utilizing actual measurement data from machining tests.
Pro Manual: Management of Variability in Manufacturing Processes and Statistical Analysis Methods
Pro Manual: Management of Variability in Manufacturing Processes and Statistical Analysis Methods
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Case Study on Quality Improvement Measures Using Data Utilization: Steps for Improving Dimensional Accuracy of Parts Using Statistical Analysis such as Correlation Analysis, Regression Analysis, and Experimental Design
In parts manufacturing, one of the challenges of machining parts with machine tools is improving machining dimensional accuracy. This article explains the steps to statistically determine the optimal cutting conditions using regression analysis, correlation analysis, and experimental design, based on actual measurement data, due to variations in dimensional accuracy caused by machining conditions (cutting speed, cutting amount, feed rate) when machining automotive parts with end mills.
Pro Manual: Management of Variability in Manufacturing Processes and Statistical Analysis Methods; Data Analysis Techniques that Manufacturing Managers and Leaders Should Master
Management of variability in manufacturing processes and statistical analysis methods; master quality improvement techniques that hold the key to quality enhancement and data analysis techniques for manufacturing sites using EXCEL.

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Pro Manual! Variability Management in Processes and Excel Statistical Analysis Methods

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.

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Pro Manual! Effective Practice Methods for Process FMEA for Manufacturing Engineers

<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.

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Training and Seminars for Young Employees and Leadership Supervisors to Enhance Problem-Solving Skills

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

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Please take a look at the technical document for the leak test, the "Technical Manual"!

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Fukuda Co., Ltd., which develops, manufactures, and sells leak testing equipment to inspect airtightness and sealing performance, provides a technical document that clearly explains the methods and theories of airtight testing, titled "Technical Manual." We are offering it as a PDF file. Please take this opportunity to download and view it!

Jul 07, 2026

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Please take a look at Fukuda's electric air regulator and regulator!

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● What is a pneumatic regulator? It is a self-developed pneumatic regulator with a control reproducibility of ±0.1%. We offer a wide range of products from low flow to high flow. ● What is a regulator? Please use it to adjust the test pressure for leak testing. By supplying a stable test pressure, it enables more accurate measurements.

Jul 07, 2026

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Fukuda's leak test, leak inspection, leak detection, leak test, integrity test.

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Fukuda Co., Ltd. has been pursuing leak detection for 60 years and is committed to advancing the future of leak testing. 【 Supporting Various Leak Tests: Air Leak Test / Gas Leak Test (Hydrogen Gas, Helium Gas) 】 We develop, manufacture, and sell leak testing equipment to inspect airtightness and sealing properties. We will propose the appropriate testers and devices for each inspection target. 【 Target Industries and Examples of Inspection Targets 】 - Automotive Industry: Engines, FC components, valves and piping, various parts - Electronic Components Industry: Smartphones, keyless switches, various small sensors - Pharmaceuticals / Food / Cosmetics Industry: Bottle containers, syringes, vials, eye drop containers, pillow packaging, PTP packaging We will propose the most suitable leak testers for each industry. 【 ISO Certification 】JIS Q 9001:2015 (ISO 9001:2015)

Jul 07, 2026

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Hino Smart Cabinet

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The Hino Smart Cabinet provided by Nichinichi Shimizu Machinery Co., Ltd. is a material management solution that allows for the management of factory tools and consumables like a vending machine. This system automates inventory management and ordering processes, preventing the risk of production stoppages due to stockouts and significantly reducing the burden of inventory tasks. The cabinet comes in various types, such as drawer-type and spiral-type, allowing for the proper storage of drills, measuring instruments, protective gear, and more according to their intended use. Furthermore, the history management function through user authentication accurately tracks "who took out what and when," contributing to loss prevention and cost reduction. Operating 24/7 with no maintenance required, it is introduced as an efficient tool to promote the digital transformation (DX) of factories.

Jul 07, 2026

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Hyper CLT flooring panel

Wooden CLT panels for civil engineering use | Hyper CLT panels

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In civil engineering sites, there are many instances where temporary roads, access routes, heavy machinery work yards, and material storage areas use wooden boards. Until now, steel plates have been widely used, but their weight poses challenges in terms of transportation, installation, and removal. Hyper CLT boards are wooden civil engineering CLT materials that utilize timber. As temporary boards for civil engineering applications, they can be used for mud prevention, ground protection, and ensuring work pathways. The 5×10 board weighs about 230 kg, and the 5×20 board weighs about 460 kg, making them lightweight and easy to handle even with small machinery, which helps reduce the burden of on-site work and promotes labor savings. Additionally, as a material, it is easy to propose in terms of environmental considerations such as glare reduction, noise reduction, and CO2 fixation, thanks to the characteristics of wood. In public works, it can also be utilized as a material for creative ideas and safety measures. Hyper CLT boards are registered technology with the Ministry of Land, Infrastructure, Transport and Tourism under NETIS "TH-250021-A." They are recommended for companies considering wooden boards, wooden temporary materials, civil engineering applications, and civil engineering CLT. We also accept consultations for implementation tailored to site conditions and requests for materials. Please consider them as an alternative to steel plates for public works and private civil engineering projects. We can also make proposals for sites inside and outside Okayama Prefecture. Feel free to contact us.

Jul 07, 2026

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