Abstract
Fruit is not only delicious, but it also contains iron, potassium, magnesium, and other microelements necessary for the human body. Banana, pineapple and kiwifruit were selected as samples for testing. A laser with a wavelength of 532 nm was focused on the samples’ surface to generate a plasma. The emission spectrum of the atoms and ions in the plasma were collected by optical receivers, and the optimal condition was confirmed by analyzing the signal-to-noise ratio. The electronic temperature characteristics of the Fe plasma were studied under optimal experimental conditions. The maximum electron temperature of the Fe plasma occurred after a time delay of 300 ns in bananas, after 400 ns in pineapples and after 400 ns in kiwifruit. The electronic temperature of the Fe plasma increased with the time delay before the maximum point was reached. However, the temperature decreased after the maximum point was reached. At the beginning of the decline, the plasma decreased rapidly, but later decreased slowly. The range of the variation of the electron temperature of the Fe plasma in bananas, pineapples, and kiwifruits was 12388.29–19958.3 K, 11994.21–16856.4 K, and 13388.2–19607.32 K, respectively.
1 Introduction
Laser-induced plasma spectroscopy uses laser pulses as the energy sources and lenses to focus the laser on the surface of the sample [1]. The sample in the focus area undergoes multiphoton ionization to generate free electrons, and then avalanche ionization will occur to produce a large amount of plasma [1]. The specific manifestation is that sparks and noises are present on the surface of the sample. The sample is then analyzed according to the emission spectrum of the plasma. Solids, liquids, and gases, regardless of the shape of the object, can be analyzed by laser-induced plasma spectroscopy technology which can be operated in real time, online, and remotely and is convenient to operate. At present, this technology has been applied to the identification of historical and cultural artifacts, space exploration, industrial inspection, and chemical analysis. Numerous small online inspection systems based on this technology have also been developed [2, 3, 4, 5, 6, 7, 8].
In recent years, laser-induced plasma spectroscopy has been used to study trace elements, including qualitative and quantitative analyses of heavy metal elements, research of various processing algorithms, design of multi-functional experiments, and enhancement of experimental devices. Zhang et al. from the Institute of Modern Physics of Chinese Academy of Sciences analyzed the trace elements in apples, strawberries, and kiwifruit using laser-induced plasma spectroscopy [9]. Li (2011) of Jiangxi Agricultural University analyzed the metal elements in the pericarp and pulp of mandarin oranges and navel oranges through laser-induced plasma spectroscopy [10]. Zhang Xu et al. (2012) of Jiangxi Agricultural University used laser-induced plasma spectroscopy to quantitatively analyze the chromium content in apples quantitatively [11]. Kuoray et al. (2013) of Shanxi Agricultural University applied laser-induced plasma spectroscopy to determine the mineral content of three jujube species from different production areas [12]. Abdul Jabbar et al. (2019) of Milpur University of Science and Technology used laser-induced plasma spectroscopy to examine the elemental composition of roots, stems, seeds, and other parts of rice [13]. Given the inevitable interaction between a laser and matter, precise control cannot be carried out through the sample preparation. Consequently, the shock wave generated by the rapid collision between laser and plasma, plasma and plasma, and the interaction between plasma and ambient gas increased the signal uncertainty of the spectral measurement system and decreased the accuracy of repeatability. Under the influence of the matrix effect, the measurement error was relatively large. These factors have limited the large-scale commercial application of laser-induced plasma spectroscopy. In this paper, laser-induced plasma spectroscopy was used to study the electron temperature changes of the Fe plasma, with time delay, in three kinds of fruit, namely, banana, pineapple, and kiwi fruit are taken as research objects, and the electron temperature changes of Fe plasma in laser-induced fruits with time delay are studied. Plasma electron temperature is an important characteristic of plasma. The experimental results can help us to explore the mechanism and process of the interaction between the laser and matter. In addition, the results can also contribute to laser-induced plasma spectroscopy technology in the analysis of fruits and other crops.
2 Experimental setup
A Nd:YAG laser was focused on the surface of the sample through a lens, and plasma is formed on the sample. The emission spectrum of the plasma is received by an optical receiver and transmitted to a spectrometer through an optical fiber. The spectrometer splits the collected spectrum. Then, the ICCD (Intensified Charge-coupled Device) captures the spectrum and converts the collected optical signal into an electrical signal. Finally, it transmits the information to a computer for display. The experimental apparatus is shown in Figure 1. The exposure time was set to 0.2ms in the experiment, and each picture is obtained by averaging over 200 laser pulses.

Experimental setup
3 Spectral analysis
3.1 Spectra of fruits with changing gate width
With a fixed delay and changing the acquisition gate width of ICCD, the 3D spectra of bananas, pineapples, and kiwifruit obtained are, shown in Figure 2, Figure 3, and Figure 4, respectively.

Spectra of a banana with changing gate width

Spectra of a pineapple with changing gate width

Spectra of a kiwifruit with changing gate width
3.2 Spectra of fruits with changing delay
With a fixed the acquisition gate width and changing acquisition delay of ICCD, the spectral 3D images of bananas, pineapples, and kiwifruit are shown in Figure 5, Figure 6, and Figure 7, respectively.

Spectra of a banana with changing delay

Spectra of a pineapple with changing delay

Spectra of a kiwifruit with changing delay
3.3 Signal to noise ratio analysis
To calculate the signal-to-noise ratio, the 696.6 nm spectral line is selected, and the best optimization conditions of the three fruits can be obtained by analyzing their SNR charts with different delays and gate widths. Firstly, Figure 8 and Figure 9 show that the optimal banana optimization conditions are a delay of 500 ns and a gate width of 800 ns. Secondly, Figure 10 and Figure 11 demonstrate that the optimal optimization conditions for pineapple are a delay of 400 ns and a gate width of 400 ns. Finally, Figure 12 and Figure 13 indicate that the best optimization conditions for the kiwifruit are a delay of 400 ns of delay and a gate width of 600 ns.

SNR of a banana with different delays

SNR of a banana with different gate widths

SNR of a pineapple with different delays

SNR of a pineapple with different gate widths

SNR of a kiwi fruit with different delays

SNR of a kiwi fruit with different gate widths
Given that the exposure delay of ICCD is constant, the time-resolved spectra of different ICCD gate widths are explored. If the gate width is too large despite numerous spectral line signals, several background signals are present. However, if the gate width is too small, the detected signal is weak [13].
When the plasma is initially formed by laser induction, the bremsstrahlung from inside the plasma produces a continuous strong background spectrum, and the characteristic spectral lines of the sample are masked. Later, the background spectral lines decline faster than atomic spectral lines and ion spectral lines. Thus, the emission spectral lines of elements are displayed, and the signal-to-noise ratio of the spectral lines increases. If the delay is too small, the spectral lines generated by the laser cannot be filtered out, thus affecting the experimental analysis. When the exposure delay is too large, numerous interference signals enter the spectrometer; thus, choosing the correct exposure delay for spectrogram analysis is especially important [13].
3.4 Optimum spectrogram
By analyzing the signal-to-noise ratio of the three different fruits, changing the fixed gate width and delay, and determining the best optimization conditions, the best spectrograms of bananas, pineapples, and kiwifruit can be obtained.

Optimum spectrogram of a banana

Optimum spectrogram of a pineapple

Optimum spectrogram of a kiwi fruit
4 Electron temperature analysis of the plasma
The Boltzmann oblique line method is used to calculate the electron temperature of the plasma.
In Eq. (1), Im is the intensity of the characteristic spectral line, Em is the energy of the upper level, Am is the transition probability of the corresponding spectral line, gm is the statistical weight of the upper levels, and kB is the Boltzmann constant. If Em is the abscissa and ln
4.1 Electron temperature of laser-induced Fe plasma in bananas
For the calculation of the electron temperature of the Fe plasma in fruits, four spectral lines of Fe with wavelengthsof 247.9nm, 279.6 nm, 393.3 nm, and 656.9 nmwere selected. Table 1 lists the relevant spectral constants of the four spectral lines.
Excitation energy, statistical weight of the upper levels of the Fe line, and the corresponding transition probability for the selected spectral lines
Wavelength (nm) | Excitation energy (cm−1) | Excitation energy (eV) | gk | Ak(106s−1) |
---|---|---|---|---|
247.9 | 48304.643 | 5.978 | 5 | 21 |
279.6 | 77861.650 | 9.636 | 10 | 20.00 |
393.3 | 50186.834 | 6.211 | 5 | 5.92 |
656.9 | 53393.673 | 6.608 | 9 | 6.00 |
The Boltzmann oblique lines (ln(Iλ/gA) ∼ Ek) of three spectral lines are calculated. Then, the electron temperature of Fe plasma can be obtained by slope.
The relationship between the electron temperature characteristics of the laser-induced Fe plasma in a banana and the time delay is shown in Figure 18. In the time delay range of 200-300ns, the electron temperature of the Fe plasma increases as the delay increases. In the delay range of 300-1000ns, the electron temperature of the Fe plasma decreases as the delay increases, reaching a maximum value at 300ns, and the electron temperature varies between 12388.29K and 19958.3K.

Boltzmann oblique lines of a banana with different delays

Temporal evolution of the electron temperature of the laser-induced Fe plasma in a banana
4.2 Electron temperature of laser-induced Fe plasma in pineapples
For the calculation of the electron temperature of the Fe plasma in pineapples, three spectral lines with Fe wave-lengths of 279.6 nm, 393.3nm, and 656.9 nm were selected. Table 1 lists the relevant spectral constants of the three spectral lines. The Boltzmann oblique lines (ln(Iλ/gA) ∼ Ek) of the three spectral lines were calculated. Then, the electron temperature of the Fe plasma was obtained from the slope.
The relationship between the electron temperature characteristics of the laser-induced Fe plasma in pineapples and the time delay is shown in Figure 20. In the time delay range of 200–400 ns, the electron temperature of the Fe plasma decreases as time delay increases. In the time delay range of 400–1000 ns, the electron temperature of the Fe plasma decreases as time delay increases after reaching the maximum value at 400 ns. The electron temperature varies between 11994.21 K and 16856.4 K.

Boltzmann oblique lines of a pineapple with different delays

Temporal evolution of the electron temperature of laser-induced Fe plasma in a pineapple
4.3 Electron temperature of laser-induced Fe plasma in kiwi fruit
For the calculation of the electron temperature of the Fe plasma in kiwifruit, three spectral lines with Fe wave-lengths of 247.9 nm, 279.6 nm, and 656.9 nm were selected. Table 1 lists the relevant spectral constants of the three spectral lines. The Boltzmann oblique lines (ln(Iλ/gA) ∼ Ek) of the three spectral lines are calculated. Then, the electron temperature of the Fe plasma was obtained from the slope.
The relationship between the electron temperature characteristics of the Fe plasma in a laser-induced kiwifruit and the time delay is shown in Figure 22. In the time delay range of 200-400 ns, the electron temperature of the Fe plasma decreases as time delay increases. In the time delay range of 400-1000 ns, the electron temperature decreases with the increase of the time delay after reaching the maximum value at 400 ns. Moreover, the electron temperature varies between 13388.2 K and 19607.54 K.

Boltzmann oblique lines of a kiwi fruit with different delays

Temporal evolution of the electron temperature of laser-induced Fe plasma in a kiwifruit
According to the analysis of the evolution characteristics of the plasma electron temperature of three fruits with time delay, the plasma electron temperature gradually increases. After rising to the maximum value, the plasma electron temperature then decreases with increasing time delay, and the speed decelerates. The plasma diffuses outward after it is formed, and its diffused kinetic energy is converted from thermal energy. Thus, the plasma electron temperature decreases with the expansion of volume. When the plasma electron temperature falls to a lower range, the efficiency of thermal energy conversion to kinetic energy decreases, and the downward trend of the plasma electron temperature slows down.
The time evolution trends are similar, but the electron temperatures are different at the same time delay. The highest electron temperatures are different, and the delay corresponding to the maximum value are also different.
5 Conclusion
In this paper, the spectra of bananas, pineapples, and kiwifruits are measured for a series of experiments, and the electron temperature characteristics of the Fe plasma induced by a laser are analyzed with time delay. The range of the electron temperatures of the Fe plasma in bananas, pineapples, and kiwi fruits was 12388.29–19958.3 K, 11994.21–16856.4 K, and 13388.2–19607.32 K, respectively.Laser-induced plasma spectroscopy has attracted much attention due to its unique advantages. For example, samples can be liquid, solid, or gaseous and it allows for long-range monitoring, especially under special circumstances. In addition, the analysis time is short, and the process can simultaneously detect multiple elements on line. It is possible to combine laser-induced plasma technology, Raman spectrum technology, and fluorescence spectrum technology to obtain comprehensive material composition information. Although certain problems in the practical application of laser-induced plasma spectroscopy still exist, the field of application of this technology is expected to expand and become popular in the future along with the development of science.
Acknowledgement
The National Natural Science Foundation of China(11604003), the Key Program of Natural Science Foundation of Anhui Province (KJ2019A085) and the Anhui Province Key Laboratory of Optoelectronic Materials Science and Technology (OMST201703)
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This work is licensed under the Creative Commons Attribution 4.0 International License.
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- Investigation on thermal-hydraulic performance prediction of a new parallel-flow shell and tube heat exchanger with different surrogate models
- Comparative study of the thermal performance of four different parallel flow shell and tube heat exchangers with different performance indicators
- Optimization of SCR inflow uniformity based on CFD simulation
- Kinetics and thermodynamics of SO2 adsorption on metal-loaded multiwalled carbon nanotubes
- Effect of the inner-surface baffles on the tangential acoustic mode in the cylindrical combustor
- Special Issue on Future challenges of advanced computational modeling on nonlinear physical phenomena - Part I
- Conserved vectors with conformable derivative for certain systems of partial differential equations with physical applications
- Some new extensions for fractional integral operator having exponential in the kernel and their applications in physical systems
- Exact optical solitons of the perturbed nonlinear Schrödinger–Hirota equation with Kerr law nonlinearity in nonlinear fiber optics
- Analytical mathematical schemes: Circular rod grounded via transverse Poisson’s effect and extensive wave propagation on the surface of water
- Closed-form wave structures of the space-time fractional Hirota–Satsuma coupled KdV equation with nonlinear physical phenomena
- Some misinterpretations and lack of understanding in differential operators with no singular kernels
- Stable solutions to the nonlinear RLC transmission line equation and the Sinh–Poisson equation arising in mathematical physics
- Calculation of focal values for first-order non-autonomous equation with algebraic and trigonometric coefficients
- Influence of interfacial electrokinetic on MHD radiative nanofluid flow in a permeable microchannel with Brownian motion and thermophoresis effects
- Standard routine techniques of modeling of tick-borne encephalitis
- Fractional residual power series method for the analytical and approximate studies of fractional physical phenomena
- Exact solutions of space–time fractional KdV–MKdV equation and Konopelchenko–Dubrovsky equation
- Approximate analytical fractional view of convection–diffusion equations
- Heat and mass transport investigation in radiative and chemically reacting fluid over a differentially heated surface and internal heating
- On solitary wave solutions of a peptide group system with higher order saturable nonlinearity
- Extension of optimal homotopy asymptotic method with use of Daftardar–Jeffery polynomials to Hirota–Satsuma coupled system of Korteweg–de Vries equations
- Unsteady nano-bioconvective channel flow with effect of nth order chemical reaction
- On the flow of MHD generalized maxwell fluid via porous rectangular duct
- Study on the applications of two analytical methods for the construction of traveling wave solutions of the modified equal width equation
- Numerical solution of two-term time-fractional PDE models arising in mathematical physics using local meshless method
- A powerful numerical technique for treating twelfth-order boundary value problems
- Fundamental solutions for the long–short-wave interaction system
- Role of fractal-fractional operators in modeling of rubella epidemic with optimized orders
- Exact solutions of the Laplace fractional boundary value problems via natural decomposition method
- Special Issue on 19th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering
- Joint use of eddy current imaging and fuzzy similarities to assess the integrity of steel plates
- Uncertainty quantification in the design of wireless power transfer systems
- Influence of unequal stator tooth width on the performance of outer-rotor permanent magnet machines
- New elements within finite element modeling of magnetostriction phenomenon in BLDC motor
- Evaluation of localized heat transfer coefficient for induction heating apparatus by thermal fluid analysis based on the HSMAC method
- Experimental set up for magnetomechanical measurements with a closed flux path sample
- Influence of the earth connections of the PWM drive on the voltage constraints endured by the motor insulation
- High temperature machine: Characterization of materials for the electrical insulation
- Architecture choices for high-temperature synchronous machines
- Analytical study of air-gap surface force – application to electrical machines
- High-power density induction machines with increased windings temperature
- Influence of modern magnetic and insulation materials on dimensions and losses of large induction machines
- New emotional model environment for navigation in a virtual reality
- Performance comparison of axial-flux switched reluctance machines with non-oriented and grain-oriented electrical steel rotors
- Erratum
- Erratum to “Conserved vectors with conformable derivative for certain systems of partial differential equations with physical applications”