Miniaturized langasite MEMS micro-cantilever beam structured resonator for high temperature gas sensing
- 1. Department of Mechanical and Energy Engineering, University of North Texas, Denton 76209, TX (United States)
- 2. College of Engineering and Computing, University of South Carolina, Columbia, 29208, SC (United States)
- 3. Supervisory Program Manager, Office of Energy Efficiency and Renewable Energy, US Department of Energy, Washington, DC (United States)
Description
In this paper, a miniaturized lanthanum gallium silicate (langasite, LGS, La3Ga5SiO14) micro-electromechanical systems (MEMS) micro-cantilever beam structured resonator is proposed for high temperature gas sensing applications. The proposed MEMS gas sensor is based on the thickness-shear vibration of the high temperature piezoelectric substrate, LGS, which is fabricated with bulk and surface micromachining technology. The fabrication process is optimized for better stability and integrity of the proposed LGS MEMS gas sensor. In order to improve the gas sensing sensitivity, the sample is further deposited with ZnO nanorods, where abundant gas molecules are expected to be adsorbed. Laboratory tests are subsequently carried out to validate the sensor's response to various gas species, verify the adsorption mechanism, and investigate the sensitivity of the proposed gas sensor. Results show that compared to several resonator-based gas sensors, the proposed gas sensor displays a better sensitivity for CO2 sensing. The cross-sensitivity of ZnO nanorods between various gas species can be further addressed by principal component analysis technology, where important features can be extracted to distinguish between different gas species and/or concentrations. The proposed MEMS LGS resonator can be utilized for harsh environment applications, such as turbine-engine combustion chambers, nuclear power plants, and hazardous chemical industries, where high temperature can hamper most room temperature gas sensors. Combined with appropriate machine learning technology, the proposed gas sensor can be a good alternative to expensive, bulky gas chromatography devices. (paper)
Availability note (English)
Available from http://dx.doi.org/10.1088/1361-665X/ab78b6Additional details
Identifiers
Publishing Information
- Journal Title
- Smart Materials and Structures (Print)
- Journal Volume
- 29
- Journal Issue
- 5
- Journal Page Range
- [12 p.]
- ISSN
- 0964-1726
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 53043064
- Subject category
- S36: MATERIALS SCIENCE;
- Descriptors DEI
- ADSORPTION; CARBON DIOXIDE; GAS CHROMATOGRAPHY; MACHINE LEARNING; MINIATURIZATION; NANOSTRUCTURES; NUCLEAR POWER PLANTS; PIEZOELECTRICITY; PRINCIPAL COMPONENT ANALYSIS; RESONATORS; SENSITIVITY; SENSORS; ZINC OXIDES
- Descriptors DEC
- ALGORITHMS; ARTIFICIAL INTELLIGENCE; CARBON COMPOUNDS; CARBON OXIDES; CHALCOGENIDES; CHROMATOGRAPHY; ELECTRICITY; ELECTRONIC EQUIPMENT; EQUIPMENT; LEARNING; MATHEMATICAL LOGIC; MATHEMATICS; NUCLEAR FACILITIES; OXIDES; OXYGEN COMPOUNDS; POWER PLANTS; SEPARATION PROCESSES; SORPTION; STATISTICS; THERMAL POWER PLANTS; ZINC COMPOUNDS