[Book] Collection of "Anomaly Detection" Techniques and Case Studies Using Machine Learning and Deep Learning (No. 2181BOD)

Technical Specialized Books - Factories/Plants, Infrastructure Equipment, Appearance Inspection, Medical, Electrical Equipment, In-Vehicle Equipment

Book Title: A Collection of Techniques and Use Cases for "Anomaly Detection" Using Machine Learning and Deep Learning －－－－－－－－－－－－－－－－－－－－－ ★ Detailed explanation of the characteristics, advantages, disadvantages, and appropriate selection and usage of machine learning and anomaly detection methods! ★ How to address issues such as "explanation of judgment basis," "collection of abnormal data," "misjudgment," and "reliability of training data"! －－－－－－－－－－－－－－－－－－－－－ ■ Key Points of This Book 1. How to reduce the burden of data collection and dataset creation! 2. How to collect and process data for feature extraction! 3. The black box problem of AI! 4. How to consider quality assurance for AI! 5. Building condition monitoring and maintenance in factories and plants! 6. Diagnostic and control methods for machines using physical models and digital twins! 7. Early detection of defects and remaining life estimation methods for rotating machinery! 8. Specific examples of anomaly detection and life prediction in extrusion machines! 9. Evaluation of deterioration and anomalies in social infrastructure! 10. Key points for digitizing and automating visual inspections! 11. Anomaly detection in the medical field and its applications! 12. Anomaly detection in automobiles and intrusion detection in in-vehicle networks!

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Contec Co., Ltd. has started selling the "SH-9210TSN," an industrial managed switching hub that has obtained CC-Link IE TSN recommended network wiring component certification Class B. It features dual power supply redundancy, a DC power input, eight gigabit ports, and two SFP slots. The SH-9210TSN complies with IEEE 802.3ab (1000BASE-T), IEEE 802.3u (100BASE-TX), and IEEE 802.3 (10BASE-T) standards, and is designed for use in environments where quiet operation and long lifespan are required due to its fanless design. Additionally, it achieves an operating temperature range of -10 to 65°C thanks to its excellent heat dissipation metal casing. It can be installed on a 35mm DIN rail or mounted on walls using various mounting brackets. In addition to a wide-range DC power input (12-48VDC), it supports input from two power supply lines and includes various managed functions for network management, control, and reliability enhancement.

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 on 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 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 you require a detailed technical explanation, 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 on 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 kept to a minimum. ◎ 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 any thermal impact on the base material. Repairs can be conducted 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 required, please contact us.