Author Affiliations
1HKUST-Shenzhen Research Institute, Shenzhen 518057, China2Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology (HKUST), Hong Kong, Chinashow less
Fig. 1. (Color online) Smart gas sensor array fabricated by different techniques assisted by artificial intelligence algorithms can find many real-life applications, exhibiting great potential as a mammalian olfactory system in the areas of air and water quality monitoring, non-invasive disease detection, and dangerous gases leakage alarming.
Fig. 2. (Color online) MOX sensor array fabrication method and morphology[10,11]: (a) FSP set-up, (b) SEM image of porous doped SnO2 film, (d) USP setup, (e) Cross-section of SnO2 nanotube decorated with Pt nanoparticles, gas sensor array of (c) doped SnO2 microsensors and (f) 3-D SnO2 nanotube.
Fig. 3. (Color online) (a) Sensor array fabrication methods and morphology[12, 13]: (a) an SEM image of organic functionalized gold nanoparticle film deposited between adjacent electrodes, (b) a TEM image of monolayer capped gold nanoparticles, (d) a TEM image of ultrathin silicon channel, (e) EDS indicating the elemental composition of a single Pd-Au CS-FET, gas sensor array of (c) gold nanoparticles, (f) CS-FET.
Fig. 4. (Color online) Artificial intelligence algorithms adopted in a gas sensor array.
Fig. 5. (Color online) Application of gas sensor array [11, 17, 98]. (a) Processes involved in breath testing, (b) gases associated with different kinds of diseases including cancer, (c) GPRS based air pollution monitoring system, (d) real-time indoor gas monitoring by smart phone in smart buildings.
Sensor type | Principle | Advantage | Disadvantage |
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Thermal (catalytic) | Catalytic combustion or reaction of target gases providing reaction heat which acts as the output signal | Low cost, fast response, simple | Detection of flammable gas only, possibly be poisoned by catalyst. | Mass | Monitoring gases using mass-sensitivity transducer | High sensitivity, good reliability, fast response | The piezoelectric substrate being influenced by temperature | Electrochemical | Reacting with target gases at electrodes and producing electrical signals that are proportional to the gas concentration | Low concentration detection, wide range of detectable gases, good selectivity | Relatively shorter lifetime, difficulty in revealing failure mode | Optical | Measuring optical absorption/emission scattering of target gases | High sensitivity, good stability, good selectivity | High cost, influenced by ambient light | Semiconductor | Gas adsorption and desorption at the surface of materials leading to electrical resistance change of the materials | Low cost, long lifetime, ease of miniaturization, wide range of detectable gases | Poor selectivity, humidity and temperature dependent, drift along time, normally working at high temperature | Surface acoustic wave | Measuring the velocity or amplitude of acoustic wave propagating through or on the surface of materials which is sensitive to target gases | Battery-less, ease of miniaturization, selectivity depending on receptor | Complex fabrication process |
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Table 1. Summary of different types of gas sensor[33–37].