[Book] Introduction of Generative AI/AI to Existing Factories and Manufacturing Sites (No. 2310)
2310 Manufacturing Generative AI / AI
[Available for preview] ~ Anomaly detection, skill transfer, quality and production management, human error, automation and labor saving ~
Book Title: Generative AI / How to Implement and Utilize AI in Existing Factories and Manufacturing Sites －－－－－－－－－－－－－－－－－－－－－ ■ Key Points of This Book Anomaly Detection, Defective Product Detection, Visual Inspection 1. Detect "something different" in real-time! How to create a system that quickly judges and responds to information! 2. Anomaly diagnosis AI technology that can visualize judgment criteria! 3. Early detection of abnormal signs, standardization of maintenance decisions, and automation of document creation! 4. Efficient creation of training datasets using generative AI and CG technology! 5. Reducing the burden of accurate labeling (annotation) tasks! Quality and Production Management, Production Planning, Demand Forecasting 1. A method to formalize previously tacit knowledge in demand forecasting and achieve remarkable effects! 2. Achieving both efficiency and flexibility in production planning! 3. Properly adjusting order quantities and production volumes to minimize inventory and stockouts! 4. Reducing overproduction and waste through improved demand forecasting accuracy! Technology and Skill Transfer 1. Eliminating the personalization of skilled techniques! Visualization of tacit knowledge using AI and IoT, facilitating smooth technology transfer! 2. Expressing judgment criteria and thought processes backed by experience as models!
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3. Transforming the rich experience and subtle senses of skilled workers into shared organizational assets! Human Error 1. Automatically detecting subtle changes and hidden abnormal patterns before errors occur! 2. Generating risk indicators from work manuals and monitoring footage! 3. Extracting overlooked risk factors and planning safety measures that humans might miss! ---------------------------- ■ Table of Contents Chapter 1: How to Choose Generative AI/AI Technologies Suitable for Existing Factories and Manufacturing Sites Chapter 2: Building an Environment for Data Collection and How to Proceed with Analysis Chapter 3: Utilization in Production Management and Production Planning Chapter 4: Utilization in Anomaly Detection and Defective Product Detection Chapter 5: Utilization in Automating Visual Inspections Chapter 6: Utilization in Human Error Chapter 7: Visualization of Tacit Knowledge and Utilization in Technology and Skill Transfer Chapter 8: Collaboration, Introduction, and Utilization of Industrial Robots Chapter 9: Automation/Reduction of Labor in Factories and Manufacturing Sites and Smart Factories ---------------------------- ● Publication Date: September 29, 2025 ● Format: A4, 453 pages ● Authors: 59 ● ISBN: 978-4-86798-091-0 ----------------------------
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88,000 yen (including tax) [shipping included] Various discount programs are available. Please contact us.
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●Please contact us for more details. －－－－－－－－－－－－－－－－－－－－－ ☆Achieving dramatic improvements in productivity, balancing safety and cost, and responding to diverse and variable production! ☆How to teach AI the intuition and skills of skilled technicians, the "artisan's techniques"! What is the method to ensure it is passed on to the next generation!
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