Digital Technologies in Olfaction

Fundamentals to Applications

Häftad, Engelska, 2025

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Beskrivning

Digital Technologies in Olfaction: Fundamentals to Applications provides a comprehensive overview addressing how recent, digital, technological advances can be applied to olfaction. With an informatics approach into chemistry, the book introduces the extension of chemometrics in a modernized way such as deep learning and AI and applies it to machine olfaction.

The book is systematically divided into three main sections: Odor sensing systems: Provides an overview for a variety of devices for odor sensing systems and addresses the concept of active sensing (sensing methodology) and its application to machine olfaction; Cheminformatics: Introduces chemometrics and the concept of odor space. This section also addresses odor reproduction and odor impression predictions; Olfactory displays: Addresses the applications of odor presentation and olfactory display. This section enables its readers to learn a modernized way of scent presentation.

Digital Technologies in Olfaction: Fundamentals to Applications is a valuable resource for chemists and biologists who are interested in olfaction and artificial intelligence.

Systematically presents up-to-date developments in olfaction for a chemistry audience
Addresses modernized chemometrics for olfaction
Presents the digitization of olfaction and how it can be applied to sensing, cheminformatics, and odor presentation

Produktinformation

Utgivningsdatum:2025-01-27
Mått:152 x 229 x 23 mm
Vikt:780 g
Format:Häftad
Språk:Engelska
Antal sidor:376
Förlag:Elsevier Science
ISBN:9780443157219

Utforska kategorier

Maskinteknik och material inom Naturvetenskap och teknik

Mer om författaren

Takamichi Nakamoto has studied machine olfaction for more than 30 years. He received his B.E. and M.E. degrees in 1982 and 1984, respectively, and his Ph.D. degree in electrical and electronic engineering from Tokyo Institute of Technology, Tokyo, Japan. He worked for Hitachi from 1984 to 1987. In 1987, he joined Tokyo Institute of Technology as a Research Associate. In 1993, he became an Associate Professor with the Department of Electrical and Electronics Engineering, Tokyo Institute of Technology. From 1996 to 1997, he was a Visiting Scientist at Pacific Northwest Laboratories, Richland, WA, USA. He organized digital olfaction society conference in 2014. He was a vice president of Sensors and Micromachine Society, Institute of Electrical Engineering, Japan from 2015-2016. He served as TPC co-chair of International Symposium on Olfaction & Electronic Noses in 2019. He is currently a professor at Institute of Innovative Research, Tokyo Institute of Technology.

Innehållsförteckning

Part I Background1. Introduction to digital technologies in olfaction2. Physiology of olfactory sensePart II Odor sensing system3. Overview of olfactory sensors4. Quartz Crystal Microbalance sensors5. Odor biosensors6. Active odor sensing systemPart III Cheminformatics in machine olfaction7. Fundamentals of chemometrics techniques8. Concept of odor space9. Odor impression prediction using multi-dimensional data analysis10. Odor impression prediction using natural language processing11. Odor reproduction using odor components12. Odor reproduction based on several divergences13. Analysis for interference removal in odor reproductionPart IV Olfactory displays14. Fundamental techniques of olfactory displays15. Multicomponent olfactory displays16. Wearable olfactory displays17. Digital contents with scents18. VR environment with computational fluid dynamics19. Olfactory displays for teleolfaction20. Olfactory artPart IV Conclusions21. Conclusions22. Future of machine olfaction