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|a Bastuck, Manuel.
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|a Improving the Performance of Gas Sensor Systems with Advanced Data Evaluation, Operation, and Calibration Methods.
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|a 1st ed.
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|a Linköping :
|b Linkopings Universitet,
|c 2019.
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|c {copy}2019.
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|a 1 online resource (298 pages)
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|a text
|b txt
|2 rdacontent
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|a computer
|b c
|2 rdamedia
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|a online resource
|b cr
|2 rdacarrier
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|a Linköping Studies in Science and Technology. Dissertations Series ;
|v v.2009
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|a Intro -- Abstract -- Zusammenfassung -- Sammanfattning -- Populärvetenskaplig sammanfattning -- Contents -- Preface -- Introduction -- Sensors -- Chemical sensors -- The nose as biological role model -- Sensor parameters -- Detection principles and sensor technologies -- Approaches to selectivity enhancement -- The need for chemical sensors -- Safety and security -- Process control -- Air quality monitoring -- Olfaction -- Health -- Sensor systems and measurement chain -- Data evaluation -- Multivariate data and data-driven models -- Nomenclature and data format -- Preprocessing -- Dimensionality reduction, feature extraction and selection -- Classification and quantification -- Training, validation, and testing -- DAV3E -- History and motivation -- General programmatic concepts -- Data structure -- Interactive visualization -- Data selection and annotation -- Global pools -- Scales -- Data fusion -- Cycles of equal length -- Cycles with different lengths -- Data-driven models -- Data reduction and augmentation -- Preprocessing -- Validation and testing -- Hyperparameter optimization -- Hierarchical models -- DAV3E in research and teaching -- Gas-sensitive field effect transistors -- Gas-sensitive field-effect devices -- MIS capacitor -- MIS FET -- Gas-sensitive field-effect transistor -- Hardware and software -- Sensor devices -- Hardware and electronics -- Software -- Materials -- Overview -- Tungsten trioxide -- Preparation -- Response and features -- Classification and quantification -- Stability -- Conclusion -- Influence of the gate bias -- Signal compensation -- Electrically promoted spill-over -- Gate bias cycled operation -- Conclusion -- Influence of light -- Testing and evaluation -- Gas sensor calibration -- Test gas generation -- Hardware -- LMT -- Other gas mixing concepts -- Software -- Graph model -- User interface.
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|a Solving the graph -- Substances and concentration units -- Uncertainties -- Interlaboratory study -- Experimental setup -- Formaldehyde quantification -- TVOC quantification -- Field tests -- GasFET field test system -- Field test -- Random mixtures calibration -- Calibration profile -- Sensor system performance -- Comparison with sequential calibration -- Conclusion and outlook -- Conclusion -- Outlook -- Bibliography -- Own publications -- Peer-reviewed journal papers -- Peer-reviewed conference contributions -- Other publications -- Acronyms -- List of Figures -- List of Tables -- List of Listings -- Acknowledgments -- Appendix -- Listings -- Synthetic data generation for fusion algorithms -- Randomized gas exposure generation -- PCBs and schematics -- 3S GasFET electronics extension board -- TO-8 header adapter board.
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|a Description based on publisher supplied metadata and other sources.
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|a Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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|a Electronic books.
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|i Print version:
|a Bastuck, Manuel
|t Improving the Performance of Gas Sensor Systems with Advanced Data Evaluation, Operation, and Calibration Methods
|d Linköping : Linkopings Universitet,c2019
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| 797 |
2 |
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|a ProQuest (Firm)
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| 830 |
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|a Linköping Studies in Science and Technology. Dissertations Series
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| 856 |
4 |
0 |
|u https://ebookcentral.proquest.com/lib/matrademy/detail.action?docID=5841192
|z Click to View
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