Source: APPLICATION INSIGHT, LLC submitted to NRP
REDUCED DRIFT AND ENHANCED PRECISION SPRAY NOZZLES FOR AERIAL APPLICATION USING IMPROVED SURFACE AERODYNAMICS.
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
COMPLETE
Funding Source
Reporting Frequency
Annual
Accession No.
1026361
Grant No.
2021-33530-34929
Cumulative Award Amt.
$99,999.00
Proposal No.
2021-00656
Multistate No.
(N/A)
Project Start Date
Jul 1, 2021
Project End Date
Feb 28, 2022
Grant Year
2021
Program Code
[8.13]- Plant Production and Protection-Engineering
Recipient Organization
APPLICATION INSIGHT, LLC
2519 WILSON AVE
LANSING,MI 489062737
Performing Department
(N/A)
Non Technical Summary
There is an intense need for aerial spray application nozzles that are able to produce quality spray coverage while minimizing losses to spray drift. Aerial nozzles that are used for application of crop protection materials to the ground are usually chosen for their ability to produce coarser droplets with the smallest possible volume fraction of droplets below 150 microns. This is often called the "driftable fraction". Since most nozzles were originally designed for use in low-speed, terrestrial based applications, their external design and how it interacts aerodynamically with air flowing around it was generally irrelevant or even optimized for use with no or low speed flowing over it. In aerial spray applications, especially at high speeds, the aerodynamic conditions around the nozzles represent much higher forces, and as such can significantly impact the performance of the nozzles. Surprisingly, to date there has been no effort to redesign and optimize these nozzles to streamline and optimize the flow of air over their exterior surfaces. It is a well-known phenomena that any fluid (air being a fluid) passing over a sharp edge or transition will create turbulent eddies on the lee side of the edge. At high enough velocities, such as those found in aerial spray application, the energy contained in these eddies can be of enough magnitude to contribute to irregular droplet formation in the spray jet, leading to an increase in driftable fraction.Phase I of this project will use Computational Flow Dynamics software in conjunction with principles of aerodynamic flow to modify the exterior surfaces of existing straight stream and flat fan nozzle designs and the hardware designed to hold them. It will then show in high speed wind tunnel air conditions, such as those experienced during spray application, that the driftable fraction can indeed be reduced by incorporating designs that smoothly meld the transitions between surfaces and carefully managing the airflow as it interacts with the spray jet. In Phase II, this will be refined further in a wider range of operational conditions, again using Computational Fluid Dynamics (CFD) software to simulate and optimize the designs before final in-situ aerial testing and creation of the final product. The ultimate product of this project will be a nozzle system that improves aerial applicators' ability to manage drift risk in aerial applications, with lower drift in a broader range of weather conditions, while still maintaining an efficacious spray droplet spectrum.
Animal Health Component
50%
Research Effort Categories
Basic
(N/A)
Applied
50%
Developmental
50%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
40253102020100%
Knowledge Area
402 - Engineering Systems and Equipment;

Subject Of Investigation
5310 - Machinery and equipment;

Field Of Science
2020 - Engineering;
Goals / Objectives
The ultimate vision of this project is to improve the safety and effectiveness of aerial spray applications for safer, more sustainable food and fiber production. We will achieve this by improving aerial applicators' ability to make accurate, lower drift sprays. Reducing spray drift from aerial applications by the technology in this project will significantly increase the precision, efficiency and profitability of aerial applicators, reduce operational and environmental risks, and increase the number of acres that can be safely sprayed by efficient and productive aerial application. The project will achieve its objective through improving the nozzles used to apply the sprays: specifically, development of an aerodynamically optimized nozzle system designed for use with existing fixed or rotary-wing aircraft. Aerodynamically optimized nozzles, when used in high-speed application conditions, can meaningfully reduce the formation of small droplets that would be prone to drift while improving an operator's ability to lay a precision spray swath in a wider range of conditions. The system will give an applicator superior control over droplet size and swath placement by optimizing the turbulent interactions between the air in the slipstream and the spray jet. This will decrease the span of the droplet spectra produced by the nozzle, creating a more precise and controllable range of spray droplets. This system will find applicability in grains applications, specialty crops, nursery, and mosquito larviciding. These improvements will add tens of millions of dollars of productivity for applicators and increase our collective national health and safety by improving the proper placement of aerially-applied agricultural crop protection materials.
Project Methods
To make aerial spray application safer and more effective, our overarching goal in this project is to create nozzles that make a more effective droplet size distribution (DSD) in aerial applications. This means a significantly reduced volume fraction of driftable fine droplets, and, ideally, reduced volumetric median diameter would be produced to maintain label recommendations while minimizing the quantity of excessively large and wasteful droplets. More simply put, we would create fewer large and small droplets. This could also be expressed as reducing the statistical span ((DV10-DV90)/DV50) of the droplet spectrum, which would indicate a more uniform DSD.To achieve this, we've defined two Technical Objectives for the Phase I project. Our first objective is to design a set of nozzles that maintain the basic bench function of their conventional counterparts, ie: flow rate and spray pattern under static conditions at pressures typical to the majority of aerial application systems (30-60 PSI). The difference will be that the prototype nozzles will have surface geometry enhancements to improve their operation in high speed air (Stokes, 1845) Anderson, 2007). The designs will be evaluated in a virtual CFD environment before manufacturing to fine-tune the design. After manufacturing the nozzles, the second objective will be to fully evaluate each design in a real-world, high-speed wind tunnel. Objectives 1 and 2 may be somewhat circular because wind tunnel evaluation using Particle Image Velocimetry (PIV) will likely unlock deeper insight that will lead to a revisit of Objective 1 activities through several stages of refinement. As we noted earlier, the actual interactions involved are so complex that actual empirical testing is critical to the final result. This is likely to result in several final geometries optimized for various airspeed ranges.

Progress 07/01/21 to 02/28/22

Outputs
Target Audience: Nothing Reported Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Nothing Reported How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?The new nozzle designs will be taken to the wind tunnel at theAerial Application Technology Research facility at Coulter Airfield in Bryan, Texas using their high-speed spray nozzle performance measurement wind tunnel. Nozzles will be analyzed with a Sympatec Helos/KF laser diffraction droplet measurement system.

Impacts
What was accomplished under these goals? In order to demonstrate the enhancements of prototype designs, two common industry standard nozzles were modeled in a computer-aided design and engineering program ( Dassault Systemes SOLIDWORKS) and used as control subjects. These models were then subjected to computational fluid dynamics modeling (CFD) using SOLIDWORKS Flow Simulation to understand the behavior of air surrounding the nozzle. From there, several models were developed to enhance the airflow surrounding the nozzle exit. Emphasis was placed on smooth bodies with extended nozzle outlets which aligned the airflow parallel to the nozzle exit with minimal turbulence. With respect to manufacturing these nozzles, the thin, smooth, extended tubes are difficult to obtain with the implemented 3D printing technologies. Some nozzle designs incorporated dispensing needles for the fluid path. These needles are similar to medical injection needles with a blunt exit. Considering the stainless steel construction of the dispensing needles, they were deemed smooth and strong enough to be subjected to wind tunnel tests as components to the nozzle construction. Several of the prototype models were manufactured using 3D printing. An EnvisionTEC VIDA 1080P DLP-based resin printer was utilized and nozzle components made from E-RigidForm polyurethane-like resin. These nozzles underwent fluid performance tests where flow rate was measured at various operating pressures. This will be compared to the common industry standard nozzles during wind tunnel testing. No actionable data were collected during this period other than the CFD profiles of air flow around the standard nozzles and our newly designed nozzles. These profiles give a good representation of the sir moves, but are incapable of anticipating the movement of water droplets ejected from the nozzles into that air flow. This is why wind tunnel testing and observation must be conducted.

Publications


    Progress 07/01/21 to 02/28/22

    Outputs
    Target Audience: Nothing Reported Changes/Problems: Nothing Reported What opportunities for training and professional development has the project provided? Nothing Reported How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals? Nothing Reported

    Impacts
    What was accomplished under these goals? In order to demonstrate the enhancements of prototype designs, two common industry standard nozzles were modeled in a computer-aided design and engineering program ( Dassault Systemes SOLIDWORKS) and used as control subjects. These models were then subjected to computational fluid dynamics modeling (CFD) using SOLIDWORKS Flow Simulation to understand the behavior of air surrounding the nozzle. From there, several models were developed to enhance the airflow surrounding the nozzle exit. Emphasis was placed on smooth bodies with extended nozzle outlets which aligned the airflow parallel to the nozzle exit with minimal turbulence. With respect to manufacturing these nozzles, the thin, smooth, extended tubes are difficult to obtain with the implemented 3D printing technologies. Some nozzle designs incorporated dispensing needles for the fluid path. These needles are similar to medical injection needles with a blunt exit. Considering the stainless steel construction of the dispensing needles, they were deemed smooth and strong enough to be subjected to wind tunnel tests as components to the nozzle construction. Several of the prototype models were manufactured using 3D printing. An EnvisionTEC VIDA 1080P DLP-based resin printer was utilized and nozzle components made from E-RigidForm polyurethane-like resin. These nozzles underwent fluid performance tests where flow rate was measured at various operating pressures. This will be compared to the common industry standard nozzles during wind tunnel testing. No actionable data were collected during this period other than the CFD profiles of air flow around the standard nozzles and our newly designed nozzles. These profiles give a good representation of the sir moves, but are incapable of anticipating the movement of water droplets ejected from the nozzles into that air flow. This is why wind tunnel testing and observation must be conducted. Wind Tunnel tests were performed at the Aerial Application Technology Research facility at Coulter Airfield in Bryan, Texas using their high-speed spray nozzle performance measurement wind tunnel. All nozzles were tested at two airspeeds (140mph and 160mph), and two fluid pressures of (40psi and 60psi). Nozzles were attached to a drop tube, a TeeJet 4666B ChemSaver Brass Diaphragm Check Valve assembly, and finally to a representative boom section from an aircraft. The boom section could be actuated vertically to pass the entirety of the spray through the droplet measurement instrumentation. Nozzles were analyzed with a Sympatec Helos/KF laser diffraction droplet measurement system. Multiple samples (typically 3 or more) were taken for each combination of nozzle, pressure, and wind speed. Control subject nozzles also underwent windtunnel testing. These provided base-line measurements for comparison to the subsequent prototype nozzles. 137 different test combinations were performed with multiple samples each. Construction of nozzles progressively improved due to: Use of a new 3D printer with greater capabilities in fine detail printing compared to the initial printer used at our main office. New methods were developed to enhance model design to compensate for printed geometry. The use of threads in the models allowed for easier adaptation to existing wind tunnel hardware (and presumably hardware commonly used on aerial application equipment). Quick analysis of prior wind tunnel tests guided which design details needed to be improved or experimented on in the next design iteration. During the wind tunnel tests, it became increasingly apparent that our theories of providing smooth air around a slim extended nozzle exit was not providing any advantage in decreasing driftable droplets. A second hypothesis was devised and evaluated. This hypothesis, in short, would test whether blocking the airflow at the nozzle exit would impact the volume of driftable droplets. Initial concepts continued to use dispensing needles as the orifice while later concepts modified the airflow around the commercially available TeeJet nozzles. Conclusions Long, narrow tubes for the spray nozzle are both difficult to manufacture and yield poor results. It is unclear if the quality of the tube or if the airflow around the nozzle exit was the primary contribution factor to the observed poor performance. As a result, the initial hypothesis was rejected as none of the airfoil, skinny, straight adapter, nor swept adapter reduced the volume of driftable droplets. Designs that created low-pressure (or reverse flow) air surrounding the spray tip (by blocking the high speed air), greatly reduced the volume of driftable droplets. In particular, our "dish" and "shot-glass" designs yielded the best results. As a result, we consider the experiment a success, because driftable droplets were reduced in several designs that blocked the high-speed air. Designs that had a "cup" or "shot glass" shape are prone to retaining droplets in the cup zone after the liquid flow was stopped. Methods to minimize this will be evaluated in future designs and experiments. CFD simulation provided rough estimates of how the air behaves around the spray nozzle. The simulation however could not accurately describe the behavior of the liquid fluid flow and droplement formation, critical to the success of this project. Simulation of spraying and droplet formation remains a very complicated problem using state of the art computers and software. While CFD modeling provided general guidance, 3D printing combined with wind tunnel testing provided accurate, real-world results faster and with greater efficiency. As a result, CFD modeling should be reevaluated for its necessity, applicability, and value for future design iterations.

    Publications