1. Introduction
Chemical pesticide application remains the primary method for pest and disease control [
1,
2]. There are a number of drawbacks to the conventional method of continuous spraying, including pesticide waste, low utilization rates, and excessive pesticide residue. Through integrated target identification, and more precisely, targeted application (spot spraying) of the chemical, the cost efficiency of pesticide application can be improved [
3]; in particular, by adjusting the width of the array nozzle, the spray pressure, the spray time, the spray height, and the nozzle orifice size, the atomization characteristics, such as droplet size, droplet speed, and droplet uniformity, are directly affected [
4,
5,
6], which further influences pesticide droplet adhesion, sliding, and drifting [
7,
8].
In studies worldwide, researchers have investigated spray atomization characteristics, both in theory and in practice. Calvert et al. [
9] introduced a novel robotic spot spraying solution, namely, AutoWeed, and reported the methodology and results of an in situ field trial. The experimental results showed that in low-, medium-, and high-density pest infestations, the pest control rate of AutoWeed spot sprayers used in a cactus crop was equivalent to conventional spraying methods. Allmendinger et al. [
10] introduced the combination of high-resolution drone-based weed mapping with targeted spraying of corn to measure and analyze weed and crop density, weed control effectiveness, herbicide savings, and corn yield. The test results showed that the corn yield in plots with targeted spraying was the same as that of plots under conventional spraying. These two results suggest that there is no significant difference between targeted (spot) spraying and conventional spraying in terms of pest control effectiveness and crop yield. However, the above studies did not consider the influences of point spray time, spray height, and nozzle aperture on the accuracy of point spray deposition.
In terms of continuous spraying, Li et al. [
11] concluded that factors such as spray pressure (150–350 kPa) and nozzle aperture (0.8–1.5 mm) have significant influence on the atomization characteristics of the nozzle. With the increase in spray pressure, the droplet size decreases and the droplet velocity at the nozzle outlet increases. When the nozzle aperture increases, the droplet size and droplet velocity increase accordingly. Dai Qiufang et al. [
12] studied and concluded that the greater the pressure (700–1400 kPa), the smaller the pore size (1.0–1.8 mm), and the finer and more uniform the droplets. Zhang Pengjiu et al. [
13] found that the droplet size decreased with the decrease in the pore diameter (0.7–1.4 mm) and the increase in the pressure (500–3500 kPa). Yuan Feixiang et al. [
14] used a 360° rotatable adjustable hollow cone nozzle to study atomization characteristics under different pressure conditions. Based on changes in the spatial droplet atomization characteristics and spatial distribution in the spray field under various pressure conditions, their study examined variations in droplet size, velocity, and droplet spectrum relative span at different positions. As the nozzle orifice distance increased, the hollow effect in the spray field gradually decreased, resulting in an increase in relative span. Concerning the PWM intermittent spraying aspect, Longlong et al. [
15] used three types of standard fan spray nozzles (ST110-02, ST110-03, and ST120-04) produced by Lechler, Metzingen, Germany, to measure the nozzle flow rates at frequencies ranging from 12 to 37 Hz and duty cycles from 20% to 100%, and they also measured the droplet size of these three nozzles. Changyuan et al. [
16] designed a pulse width modulation (PWM) control system and conducted a quadratic regression orthogonal combination design, obtaining the nozzle flow model from experiments with frequencies ranging from 2 to 10 Hz and duty cycles from 30% to 90%. Huanyu et al. [
6] designed a dynamic PWM variable spraying experimental platform, setting the required frequencies from 3 to 9 Hz and duty cycles from 20% to 80% for single-factor experiments, thus evaluating the uniformity of single-nozzle dynamic spray distribution. The solenoid valve opening time was set differently in each of these studies: 5–83 ms [
15]; 30–450 ms [
16]; and 22–266 ms [
6]. Compared to PWM spraying, spot spraying requires a longer solenoid valve opening time; however, PWM spraying does not consider the target size, whereas spot spraying can adapt to the target size by adjusting the spray angle and height. The above research has clarified the influences of spray pressure, the intermittent opening time of the solenoid valve, nozzle diameter, droplet size, droplet speed, and droplet distribution relative span on continuous or intermittent spraying. However, the atomization laws with respect to variables such as spray pressure, solenoid valve opening time, and nozzle diameter in spot spraying are not clear.
From previous studies, it is evident that the current research mainly focuses on PWM variable spraying applications, where PWM sprays in continuous intervals over short periods, emphasizing the effect of different frequencies and duty cycles on atomization characteristics. In such scenarios, the solenoid valve spraying time is generally within 20–100 ms. Different from the PWM variable spray scenario, the spot spraying apparatus typically ejects the spray in a point impact manner at the target, requiring a quick solenoid valve response and switching, as well as a longer opening time. The duration of the nozzle opening, spray volume, and instantaneous impact atomization characteristics of droplets in the spot spraying method have not been sufficiently studied.
Spot spraying is different from PWM spraying and continuous spraying. It is precisely controlled based on the position and size of the target. After the control system issues control instructions to the target, it sprays in a point-to-point manner. However, in the point-to-point spraying mode, the liquid volume, nozzle aperture, spray height, and point-to-point spraying time have a direct impact on indicators such as droplet size, droplet speed, and droplet uniformity [
4,
5,
6]. Selecting a nozzle that is suitable for the target size and meets the required atomization characteristics is a key problem in further refinements of spot spraying technology.
Therefore, the goal of this study is to optimize operating parameters in spot spraying and to improve spraying efficiency and effectiveness. Field-grown, early-to-mid-stage cabbage was selected as the target for spraying, based on actual field planting and operational conditions. The spray atomization characteristics of spray produced from nozzles differing in size, angle, and height were investigated. The influence pattern of spray times, spray pressures, and spray heights on droplet size distribution and droplet velocity were also assessed, with the goal of achieving the most efficient droplet deposition on the experimental crop.
4. Discussion
In spot spraying mode, under pressure ranging from 200 to 500 kPa, there was no correlation between droplet speed, droplet distribution relative span, and pressure; this was different from continuous spray. This difference is primarily attributed to the intermittent characteristics of spot spraying. During spot spraying, the rapid opening and closing of the solenoid valve leads to instantaneous pressure fluctuations, causing the alternate appearance of liquid in the acceleration and deceleration stages, which, in turn, affects the droplet formation process and motion characteristics. Furthermore, the type of nozzle clearly influenced the atomization characteristics. Under a pressure range of 200–500 kPa, the variation coefficient of the droplet distribution relative span of the spray from the 2502 and 5002 nozzles was very similar, i.e., 46.4% and 46.7%, respectively. The 4002 nozzle shows better stability in the effective height range of 200–426 mm, with a variation coefficient of 41.9% (somewhat lower than that of the 2502 and 5002 nozzles). This suggests that the nozzle angle not only affects the spraying width but also influences atomization quality by altering the liquid flow state. This finding is consistent with the research by Wei et al. [
26], who observed that nozzle geometric parameters have a significant effect on the atomization process.
In both point spray and continuous spray, the droplet size decreases as the pressure increases. In continuous spray, the droplet velocity gradually increases as the pressure rises. However, in point spray, the droplet velocity does not change regularly as the pressure increases. An increase in point spray pressure will raise the flow rate of the liquid inside the nozzle. As the velocity of the liquid inside the nozzle increases, the collisions between liquid molecules become more intense, thereby promoting the atomization process and facilitating the generation of smaller sized droplets. The spot spraying spray is opened and closed intermittently, and the generation of droplets is instantaneous. Although the pressure increases, the spray time is short, and the droplets cannot fully obtain greater kinetic energy [
12,
13].
In the spot spraying time range of 123–620 ms, the solenoid valve opening time had no significant effect on droplet size, but it had a clear impact on droplet speed and droplet distribution relative span. When the solenoid valve opening time was short, the liquid flow did not fully develop, leading to inadequate atomization. As the opening time increased, the liquid flow gradually stabilized, which facilitated the formation of more uniform droplets. This is similar to the pattern found by Longlong et al. [
15] in their study on PWM spraying; higher duty cycles helped reduce the droplet distribution relative span. The study reported that the droplet distribution relative span value was 2.2 higher in spot spraying compared to continuous spraying, reflecting the adverse effect of intermittent spraying on atomization uniformity due to the non-steady-state characteristics of the liquid flow during spot spraying. This suggests that measures need to be taken in practical applications to improve droplet uniformity. However, the droplet speed in spot spraying was 4.1 m/s lower than in continuous spraying on average; this characteristic can help in the droplet attachment to plant leaves.
Based on the regular patterns observed in the atomization characteristics of spot spraying, the following conclusions can be drawn: Droplet size gradually decreases with the increase in spray pressure, and droplet velocity generally increases with the increase in solenoid valve opening time. The RS value decreases gradually as the solenoid valve opening time increases. Both droplet size and droplet speed increase as the electromagnetic aperture increases. Different atomization characteristics have different deposition behaviors: larger droplets tend to settle more easily and are less likely to evaporate, disperse, or drift with the wind; while smaller droplets, being lighter, are more easily affected by airflow and prone to drifting. Finer droplets provide better coverage density and uniformity on crop leaf surfaces compared to larger droplets, with better attachment ability and less likely runoff [
34]. The greater the droplet velocity, the more likely it is to bounce off the surface at a certain surface tension. However, droplet loss is also due to uneven droplet size distribution and poor attachment to the plant leaf, resulting in bouncing and rolling of the droplets. Based on the deposition performance of spot spraying atomization characteristics, and considering that the crop targets in spot spraying are typically single plants (which do not require droplet penetration), the smaller droplet speeds in spot spraying can meet the operational requirements, reduce splashing and drifting during spraying, and facilitate droplet deposition and attachment on the target. Therefore, spot spraying is considered beneficial for droplet deposition.
For a canopy range of 123–146 mm, the recommended nozzle type is 2502. For a range of 146–186 mm, although both 2502 and 4002 nozzles can be used, the 4002 nozzle is preferred considering its lower average droplet speed and better droplet uniformity. The selection of the optimal nozzle in spot spraying systems will increase the effectiveness of the pesticide application, reduce pesticide waste (and, consequently, material costs), and generally reduce the overall volume of pesticides applied to croplands.
5. Conclusions
We developed a spot spraying droplet characteristic testing system, with which we tested small-angle nozzles under a working pressure of 300 kPa, with the aim of improving pesticide application onto crops. The effective height range and target range were determined based on the effective droplet size and nozzle angle. Further experiments were conducted to analyze the relationship between pressure, solenoid valve opening time, and nozzle aperture on atomization characteristics within the effective height range.
In the pressure range of 200–500 kPa, spot spraying has the same performance as continuous spraying in terms of droplet size; that is, droplet size decreases with increasing pressure; that is, the droplet size decreased as the pressure increased. In the spot spraying system, the droplet velocity and droplet distribution relative span showed no correlation with pressure, which was not the case in the continuous spraying system.
In both the point and continuous spraying systems, the droplet size did not show regular changes with the increase in solenoid valve opening time. As the solenoid valve opening time increased, the droplet speed generally showed an increasing trend. The RS value gradually decreased with the increase in solenoid valve opening time. Spot spraying showed no clear effect on droplet size compared to continuous spraying, which aligns with the pattern of spot spraying time not being correlated with droplet size. The average droplet speed in spot spraying was 4.1 m/s lower than in continuous spraying, and the droplet distribution relative span value was 2.2 higher in spot spraying than in continuous spraying.
Both droplet size and droplet speed increased as the nozzle aperture increased. With the increase in nozzle aperture, the droplet distribution relative span for the three nozzles first increased and then decreased. However, no significant correlation was found with spot spraying time.