In recent years, the electronic nose system developed in the laboratory has been widely used in the agricultural field (17 (link), 18 (link)). Based on these studies, the respiratory sample collection system in this paper was developed for diabetes detection, as shown in Fig. 1.

Physical view of electronic nose system.

The system consists of 32 commercial gas sensors and their target gases are shown in Table 1. The main component sensor of the electronic nose uses a metal oxide semiconductor sensor. Due to the diversity of respiratory gas composition in diabetic patients, such as ethanol (19 (link)), carbon monoxide (20 (link)), alkanes (21 (link)), and methyl nitrate (22 (link)), sensors of different measurement ranges and different companies are used. These different sensors can form a complementary array that can help identify the disease being studied. By calculating the cost of purchasing the corresponding equipment, we can see that the total cost is about $674. The volume is about 7728 cubic centimeters. Before using the detection device, put the electronic nose device into the fume hood first and allow the sensor to warm up for 30 min. Then, the gas to be measured was fed into the bionic chamber attached with a sensor through an air pump with a flow rate of 1.2 L/min. When the gas entered the chamber, the data were sampled immediately, and the collection time was 1 min. When one set of gas collection is completed, the air pump draws fresh air to clean the residual gas in the chamber for 3–5 min to restore the sensor to the baseline level before the next set of sampling.

Summary of the sensor array.

NumberThe gas sensorThe response characteristics
S1TGS2612Butane, methane, propane.
S2TGS2611Methane, natural gas
S3TGS2620Vapors of organic solvents, ethanol
S4TGS2603Gaseous air contaminants, trimethylamine, methyl thiol, etc.
S5TGS2602Gaseous air contaminants, VOCs, ammonia, hydrogen sulfide, etc.
S6TGS2610Propane, butane
S7TGS2600Gaseous air contaminants, hydrogen, alcohol, etc
S8GSBT11Formaldehyde, oluene, butyric acid, butane, hydrocarbons
S9MS1100Formaldehyde, toluene, xylene
S10MP135Hydrogen, alcohol, carbonic oxide
S11MP901Alcohol, smoke, formaldehyde, toluene, acetone, benzene
S12MP-9Carbonic oxide, methane
S13MP-3BAlcohol
S14MP-4Methane, natural gas, biogas
S15MP-5Liquefied petroleum gas
S16MP-2Propane, smoke
S17MP503Alcohol, smoke
S18MP801Benzene, toluene, formaldehyde, alcohol, smoke
S19MP905Benzene, toluene, formaldehyde, alcohol, smoke
S20MP402Methane, natural gas, biogas
S21WSP1110Nitrogen dioxide
S22WSP2110Toluene, benzene, formaldehyde, alcohol, etc.
S23WSP7110Sulfuretted hydrogen
S24MP-7Carbonic oxide
S25TGS2612Butane, methane, propane
S26TGS2611Methane, natural gas
S27TGS2620Vapors of organic solvents, combustible gases, methane, carbon monoxide, isobutane, hydrogen, ethanol
S28MP-3BAlcohol
S29MP702Ammonia gas
S30TGS2610Propane, butane
S31TGS2600Gaseous air contaminants, methane, carbon monoxide, isobutane, ethanol, hydrogen
S32TGS2618-COOButane, LP gas

Manufacturers: S1–S7, S25–S27, S30–S32 Figaro Engineering Inc, Minoh, Japan; S8 Orgam Technologies, Gwangju, Korea; S9–S24, S28–S29, Winsen Electronics Technology, Zhengzhou, China.