Improving the Performance of Gas Sensor Systems with Advanced Data Evaluation, Operation, and Calibration Methods.
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Superior document: | Linköping Studies in Science and Technology. Dissertations Series ; v.2009 |
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Place / Publishing House: | Linköping : : Linkopings Universitet,, 2019. {copy}2019. |
Year of Publication: | 2019 |
Edition: | 1st ed. |
Language: | English |
Series: | Linköping Studies in Science and Technology. Dissertations Series
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Online Access: | |
Physical Description: | 1 online resource (298 pages) |
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100 | 1 | |a Bastuck, Manuel. | |
245 | 1 | 0 | |a Improving the Performance of Gas Sensor Systems with Advanced Data Evaluation, Operation, and Calibration Methods. |
250 | |a 1st ed. | ||
264 | 1 | |a Linköping : |b Linkopings Universitet, |c 2019. | |
264 | 4 | |c {copy}2019. | |
300 | |a 1 online resource (298 pages) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a Linköping Studies in Science and Technology. Dissertations Series ; |v v.2009 | |
505 | 0 | |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. | |
505 | 8 | |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. | |
588 | |a Description based on publisher supplied metadata and other sources. | ||
590 | |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. | ||
655 | 4 | |a Electronic books. | |
776 | 0 | 8 | |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 |
797 | 2 | |a ProQuest (Firm) | |
830 | 0 | |a Linköping Studies in Science and Technology. Dissertations Series | |
856 | 4 | 0 | |u https://ebookcentral.proquest.com/lib/oeawat/detail.action?docID=5841192 |z Click to View |