Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Artificial Intelligence for Near-Infrared Spectroscopy and Electrical Impedance Spectroscopy: Concepts and Applications

Artificial Intelligence for Near-Infrared Spectroscopy and Electrical Impedance Spectroscopy: Concepts and Applications

Bertemes-Filho, Pedro

Hardcover

Technology & EngineeringGeneral Computers

PREORDER - Expected ship date January 25, 2027

ISBN10: 3032392810
ISBN13: 9783032392817
Publisher: Springer
Published: Jan 25 2027
Pages: 134
Language: English

This book examines the integration of artificial intelligence (AI), near-infrared spectroscopy (NIR), and electrical impedance spectroscopy (EIS) to develop intelligent, embedded spectrometers for real-world diagnostics. It provides insights into both hardware and firmware, guiding readers on how to design and implement these advanced spectrometers. The focus is on calibration, validation, and deployment strategies, particularly for creating affordable, portable spectrometers suitable for Internet of Things (IoT) applications, thereby democratizing access to advanced diagnostic tools. The book addresses challenges related to data interpretation, basic hardware design, and real-world implementation. It also introduces machine learning models that automate the interpretation of complex high-dimensional spectral data, enhancing both accuracy and scalability. Covering foundational theory and practical applications, the text illustrates how AI can improve spectral analysis in various fields, including food quality assessment, skin and fluid characterization, and antibiotic detection in milk.

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