Source: B & L NAVAL STORES, INC. submitted to
AN UNMANND FULLY AUTONOMOUS LONG ENDURANCE FOREST ROVER FOR AUTOMATED PINE RESIN COLLECTION
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
TERMINATED
Funding Source
Reporting Frequency
Annual
Accession No.
1019669
Grant No.
2019-33610-29797
Project No.
GEOW-2019-00547
Proposal No.
2019-00547
Multistate No.
(N/A)
Program Code
8.1
Project Start Date
Aug 1, 2019
Project End Date
Mar 31, 2021
Grant Year
2020
Project Director
Busby, L. K.
Recipient Organization
B & L NAVAL STORES, INC.
410 WHIT FRASER RD NE
HINESVILLE,GA 313130331
Performing Department
(N/A)
Non Technical Summary
Resin from slash pine (Pinus elliottii Engelm.) represents a renewable and alternative source to petrochemicals for a wide variety of industrial, commercial, and household products. Historically, the collection of slash pine gum resin and the manufacture of products from it represented a significant industry in Georgia and the Southeastern United States. This industry provided countless agricultural and manufacturing jobs in the state and the rest of the southeast. According to the archived records of the American Turpentine Farmers Association, the USA produced 53% of the world's turpentine in 1937 and gum resin production peaked in 1949. The industry began its slow decline not long after due to forest fires, petrochemicals, labor costs, and foreign competition. By 1980, only 300 gum producers existed, and the last US gum resin processing plant closed in 1991.Now, Georgia has over300 million slash pine trees suitable for tapping. Forces such as new tariffs, the volatility of the gum resin import market reduced exports from China as the USA's major supplier, as well as the push toward renewable, recyclable materials, and biofuels indicate the gum resin and turpentine industry is ready for a resurgence in Georgia. The US industry thrived when subsistence farming, sharecropping, turpentine camps, convict labor, and slavery were common practices keeping labor costs low. Automation of resin tapping and collection is the only way to solve labor issues to revive the naval stores industry in the USA and give it a competitive edge. Agricultural robots represent a future $35 Bn industry.B & L Naval Stores together with Georgia Southern University intend to develop a roboticsystem (Forest Rover) capable of borehole drilling, treatingwith resin flow stimulating chemicals, and placing a spout and collection vessel.The forest rover will adapt existing industrial robot technology to include a vision system, a laser surface scanner,and a GPS navigation system.The rover will need a custom-designed tool changer with load and torque sensors for the robot arm. All these features will allow the rover to identify pine trees, approach them, drill the borehole(s), deliver resin stimulating chemicals, and insert the collection system.The rover will also be able to collect, store, and send to a ground station, data on tree diameter, location, images, borehole location/orientation for creating and maintaining a pine plantation database. All equipment will be mounted on a customed-designed chassis and powered by methanol to generated hydrogen gas for a 3kW fuel cell for electrical power and long-range travel, which is already in development at GSU.Automated pine oleoresin tapping represents a way to revive the industry in the Southeast and adds a third long-term renewable revenue stream for the landowner beyond pine straw and timber production.Resin collection is nondestructive and supports biofuels, including other value-added forest products.
Animal Health Component
0%
Research Effort Categories
Basic
(N/A)
Applied
(N/A)
Developmental
100%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
12306992020100%
Goals / Objectives
The visionary goal of this work is to automate pine resin tapping and collection to revive the naval stores industry in the southeastern United States through a fully autonomous, long -range, robotic forest rover powered with renewable fuel cell technology. This Small Business Innovation Research Phase I project will demonstrate the technical feasibility of such an automated system to replace the formerly labor-intensive process of tapping and collecting oleoresins from slash pine trees in a cost-effective way. Generally, the objectives of this work involve the integration of existing technology (robotic arm, tool changer, tool gripper, machine vision system, a laser scanner, GPS locator, data storage) to perform all the tasks associated with the tapping and collection process. B & L Naval Stores with its subcontractor Georgia Southern University will demonstrate the feasibility of the following objective tasks: 1) identify the tree diameter and borehole(s) placement through laser scanner and machine vision; 2) teach the robotic arm the sequence of operations to be performed -drilling the holes, spraying-resin flow stimulating chemicals, inserting a collection vessel; 3) create a database and storing the tree location and any other data; 4) power these components with a renewable fuel cell; and 5) tying all these tasks together will involve integrated computer programming before developing the 6) custom built chassis capable of self-movement through the tree farm.
Project Methods
To achieve the automation of pine resin tapping and collection we will design and integrate robotic technology consisting of unmanned, fully autonomous, long-range robotic forest rover. The proposed integrated system will address two priorities:A. To be unmanned and fully automated: The forest rover will use general-purpose automation technology (industrial robot) equipped with a machine vision system, laser scanner (LiDAR), automated tool changer, load, and torque sensor attached to the robot end-of-arm and global positioning navigation system. This characteristic will allow the system to identify healthy, mature pine trees, approach them, drill three converging boreholes into the tree trunk, treat the holes with resin flow stimulating chemicals, cap two holes and spout the third hole with a PVC pipe and resin collection vessel. In addition to these tasks, the system will record the GPS coordinates of the tree, its diameter, the position, and orientation of the three drilled boreholes, will store digital images of the tree, and communicate the information to a ground station for creating and updating a farm database.B. To be long-endurance (long-range): A high fuel-to electricity energy conversion system for motive power will contribute to the increased range of the rover, will power the robot and other electrical equipment. The energy conversion system will consist of a 3kWe High-Temperature Proton Exchange Membrane Fuel Cell (HT-PEMFC) stack, a methanol reformer and electrochemical hydrogen pump.The forest rover will possess a Fanuc LR MATE 200 iD robot and an R-30iB robot controller. The selection of general-purpose automation equipment (industrial robot) as opposed to special purpose automation (equipment designed for a specific task, has the following advantages in this application:Flexibility to perform all required manufacturing operations, such asdrilling, spraying chemicals, capping holes, and inserting the collection system. The robot will have an automatic robot tool changer (ATI Industrial Automation - QC11) that will enable it to pick up the required tools for operation: electric rotary drill for borehole drilling, 3-fingers robot gripper for handling all the required tools and materials.Capability to calculate the position and orientation of the three boreholes as a function of tree trunk diameter and of aligning the all the tools for the tasks within theindustrial robot's ability to move the tools attached to their end-of-arm in the work envelope using a "world coordinate system" that remains unchanged during operation. A particularly challenging task in this automated manufacturing process is identifying the positions of the three borehole spouts where the spray nozzle, the plugs, and the PVC pipe need to be inserted after drilling. The robot will be equipped with a force/torque sensor (ATI Industrial Automation - 9105-TW MINI40) mounted between the robot end-of-arm and the drilling tool to address this challenge. The moment the drilling tool touches the tree trunk, the transducer will sense a change in force and torque. The robot controller will record the coordinates and orientation of that position in the robot's world coordinate system. After drilling the holes, those will be the points where the robot will insert the nozzle for spraying resin flow stimulating chemicals, two plugs, and the PVC pipe in the subsequent operations.Capability to perform image analysis to identify pine trees with a trunk diameter of at least 8 inches at an elevation of 4.5 feet above the ground, to perform image analysis to recognize slash pine tree bark and the capability to approach the tree and position itself within working distance. The robot will possess a digital camera (National Instruments), surface laser scanner (Hokuyo UTM-30LX-EW) and machine vision system for image analysis based on LabView and/or MATLAB Robotics Modules. Two inspection vision processes will occur: the first one will use the vision system and LiDAR to measure the tree trunk diameter and the distance between the tree and the rover. The second inspection process will recognize the slash pine tree bark based on previously taught images. Upon successful recognition of the tree, the rover will approach the tree within working distance using information from the LiDAR and rover controller (National Instruments roboRIO).Capability of storing data on the position and orientation of the three boreholes, corroborate them with their geographical orientation determined using a digital compass sensor (for example Lego - Mindstorms NXT), and digital images of the tree and communicate them to a database that will store information regarding the global positioning coordinates of the tree measured using a GPS sensor (for example UBLOX NEO-M8N).The long-range (long-endurance) capability of the forest rover will be secured using a high fuel-to-electricity conversion system consisting of a 3kW electricity high temperature proton exchange membrane fuel cell (HT-PEMFC), a methanol reformer, and an electrochemical hydrogen pump. Fuel cells are energy conversion devices that convert the chemical energy of a fuel (hydrogen gas) directly to electricity at higher conversion efficiencies than other systems. PEMFCs deliver high-power density and offer the advantages of low weight and volume, rapid start-up, and better durability compared with other fuel cells, features that make them particularly suitable for automotive applications. HT-PEMFCs are capable of operating between 120oC and 180oC without external humidification, which gives them significant benefits over the low-temperature PEMFCs. These benefits include simplified water and thermal management, faster electrode kinetics for both electrode reactions, and an improved anode tolerance to carbon monoxide concentrations up to 3% (compared to less than 100 ppm in low-temperature PEMFCs). These benefits make HT-PEMFCs particularly suitable for reformate gas-operating automotive systems with a simplified design, in which the preferential oxidation stage in the fuel processing line can be eliminated. Also, they result in automotive systems with a significant reduction in cost and complexity resulting from a smaller radiator in the cooling loop and the elimination of the humidifiers in the gas feed loops. The 3kWe HT-PEMFC stack and the electrochemical pump are under construction at Georgia Southern University with internal funding; however, their construction is not part of the proposed project. They will be integrated along with the methanol reformer into the proposed forest rover power system. Methanol is an energy carrier with energy density seven times higher than that of compressed hydrogen gas available using today's technology. Methanol poses no storage problems and can be easily converted onboard to hydrogen-rich gas at temperatures similar to the operating temperatures of HT-PEMFCs using inexpensive catalysts. Moreover, methanol represents a fuel produced from renewable energy sources.The success of the project will be measured by demonstrating the feasibility of the manufacturing operations performed by the robot and of the measurements using image analysis described above. The feasibility of the manufacturing operations including drilling three convergent holes in a 8-inch diameter pine tree log, automatically changing the tools, identifying the hole spouts, spraying the holes with liquid, inserting a tube and two caps in the holes will be carried out in the Georgia Southern University (GSU) Advanced Robotics Laboratory using a Fanuc LR Mate 200iD robot mount on a cart. The feasibility of the rover to positively identify pine trees using image analysis, to measure the tree diameter using the LiDAR and to navigating autonomously towards the tree avoiding obstacles will be carried out on the GSU campus.

Progress 08/01/19 to 03/31/21

Outputs
Target Audience:The target audience for this proposal's results is the diverse stakeholders in the Georgia Forestry Industry and across the Southeastern US as a whole. Other interested stakeholders include engineers using robotics to facilitate tasks in agriculture. The Georgia Forestry Commission announced that B & L Naval Stores and Georgia Southern University received this SBIR award in a recent newsletter. Additional articles are likely to arise from this connection. Anecdotally, landowners, especially elderly ones who recall the turpentine industry at its height, is especially excited about the possibility of reviving the industry through robotics after meeting and talking with Mr. Busby. Changes/Problems:The original plan was to use an analog force/torque sensor that would communicate with the robot controller through an analog interface module to determine the position and orientation of the borehole mouth and control the insertion force of the tubes in the boreholes. We decided to use an available force/torque sensor (ATC Axia80), which can communicate only through ethernet and therefore cannot communicate directly to the robot. We decided to use the same roboRIO real-time computer for rover navigation to interface the Axia80 sensor with the robot. The original cutting tools planned to use for borehole drilling (augers) proved unfit for robot operations. We successfully used spade drills for drilling and are currently investigating other options such as endmills to determine the optimum tool for this operation What opportunities for training and professional development has the project provided?The project supports four undergraduate students in engineering at Georgia Southern University. University, which are hired to work for the project. A fifth student worked on the project for one semester as part of his independent study: "Special Problems in Manufacturing Engineering." While working on the project, students apply hands-on and expand considerably the knowledge acquired in manufacturing courses when performing tasks such as programming the robot, defining user and tool frames for robot operations, define complex robotic algorithms, defining robot communication with other controls and sensors, program computer numerical control (CNC) machines for machining necessary components, setup CNC machines for operation and fabricate the components. Students are also getting trained for machine vision. Georgia Southern began its graduate program in engineering during the academic year 2019-2020. At least one graduate student will be involved in the project by the summer or fall of 2020. How have the results been disseminated to communities of interest?One manuscript: "Design of a Methanol Reformer for On-Board Production of Hydrogen as Fuel for a 3kW High-Temperature Proton Exchange Membrane Fuel Cell Power System," has been published in The International Journal of Hydrogen Energy. A second manuscript: "Autonomous Robotic Forest Rover for Automated Pine Resin Collection; Part 1: Robot Operations," is ready for submission to a journal. Lloyd & Russele meeting. What do you plan to do during the next reporting period to accomplish the goals?B & L Naval Stores will be working with GSU on a Phase II USDA SBIR application, which was submitted in May of 2021, but not funded. B & L Naval Stores plans to continue working on the forest rover with GSU as a capstone project for graduate students.

Impacts
What was accomplished under these goals? Purchase Materials and Supplies - ongoing Design and Fabrication of Chassis - The chassis prototype was designed, built, and equipped with wheels, controls, and sensors for navigation, machine vision, mapping the environment, and creating the database. Design, Fabrication, and Assembly of a Robot Automated Tool Changer Station - Complete Robot Capability to Calculate Position and Orientation for 3 Converging Boreholes and Drilling - Complete Robot Capability to Determine and Record Position/Orientation of 3 Borehole Spouts - Robot Capability to Locate 1 Borehole to Insert a PVC Tube and pre-attached Collection Vessel - The capability of the Robot to Locate 2 Borehole Spouts and Cap Them Complete Vision System Capability of Measuring Trunk Diameter and Proper Ground level Elevation -Complete. Vision System to Recognize Slash Pine Bark - Ongoing. The camera and the controls for image analysis (hardware) have been integrated with the rover and the communication established. We created a machine vision program using LabView to identify pine trees from other tree species by the color spectrum of their bark with a success rate close to 100%. We are currently working on a more complex machine vision program to identify slash pine trees (Pinus elliottii Engelm.) from other pine tree sub-species using their bark texture. Note that dendrologists cannot identify one pine tree sub-species from others based on their bark alone. The program developed can currently identify slash pine trees from other pine tree sub-species with a 60-80% success rate, and we are working to increase the success rate to close to 100%. Demonstration of Rover Autonomous Navigation - Ongoing. The controller and sensors for navigation (laser scanner, GPS module) have been integrated with the rover, and we are. in the process of programming the navigation system. The rover is currently capable of locating itself in the field with sub-inch accuracy using real-time kinematics (RTK) GPS technology. An obstacle avoidance subroutine has been implemented and remains to be tested in the field. A subroutine for orienting towards identified pine trees and approaching them has been implemented and remains to be tested in the field. Design and Fabrication of the Methanol Reformer - Ongoing. We completed the calculations and numerical simulations to identify the optimum operating parameters, and we have partially designed the methanol-reformer.

Publications

  • Type: Journal Articles Status: Published Year Published: 2020 Citation: â¿¢ Vladimir Gurau, Adedayo Ogunleke and Frances Strickland: â¿¿Design of a methanol reformer for on-board production of hydrogen as fuel for a 3 kW High-Temperature Proton Exchange Membrane Fuel Cell power system⿝ in Int. J. Hydrogen Energy, vol. 45, pp. 31745-31759 (2020), doi.org/10.1016/j.ijhydene.2020.08.179


Progress 08/01/19 to 07/31/20

Outputs
Target Audience:The target audience for the results of this proposal is the diverse stakeholders in the Georgia Forestry Industry and across the Southeastern US as a whole. Other interested stakeholders include engineers using robotics to facilitate tasks in agriculture. The Georgia Forestry Commission announced that B & L Naval Stores and Georgia Southern University received this SBIR award in a recent newsletter. Additional articles are likely to arise from this connection.Anecdotally, landowners, especially elderly ones who recall the turpentine industry at its height, are especially excited about the possibility of reviving the industry through robotics after meeting and talking with Mr. Busby. Changes/Problems:The original plan wasto use an analog force/torque sensor that would communicate with the robot controller through an analog interface module in order to determine the position and orientation of the borehole mouth and to control the insertion force of the tubes in the boreholes. We decided to use an available force/torque sensor (ATC Axia80) which however can communicate only through ethernet and therefore cannot communicate directly to the robot. We decided to use the same roboRIO real-time computer that we use for rover navigation to interface the Axia80 sensor with the robot. The original cutting tools that were planned to use for borehole drilling (augers) proved unfit for robot operations. We successfully used spade drills for drilling and are currently investigating other options such as endmills to determine the optimum tool for this operation. What opportunities for training and professional development has the project provided?The project supports four undergraduate students in engineering at Georgia Southern University. University, which are hired to work for the project. A fifth student worked on the project for one semester as part of his independent study: "Special Problems in Manufacturing Engineering." While working on the project, students apply hands-on and expand considerably the knowledge acquired in manufacturing courses when performing tasks such as programming the robot, defining user and tool frames for robot operations, define complex robotic algorithms, defining robot communication with other controls and sensors, program computer numerical control (CNC) machines for machining necessary components, setup CNC machines for operation and fabricate the components. Students are also getting trained for machine vision.Georgia Southern began its graduate program in engineering during the academic year 2019-2020. At least one graduate student will be involved in the project by summer or fall of 2020. How have the results been disseminated to communities of interest?One manuscript: "Design of a Methanol Reformer for On-Board Production of Hydrogen as Fuel for a 3kW High-Temperature Proton Exchange Membrane Fuel Cell Power System" has been submitted for peer-review to The International Journal of Hydrogen Energy and is currently under review. A second manuscript: "Autonomous Robotic Forest Rover for Automated Pine Resin Collection; Part 1: Robot Operations" is currently under preparation and will be submitted before February 24, 2020, for peer review to IEEE Robotics and Automation Letters. The same work is planned to be presented to IEEE/RSJ International Conference on Intelligent Robots and Systems, 25-29 Oct 2020, Las Vegas. What do you plan to do during the next reporting period to accomplish the goals?As per the reviewer's recommendations, the project needs a 12-month no-cost extension to complete the work, making the forest rover a 20-month project. Tasks 10-12focus on artificial intelligence necessary for a functional prototype and using a methanol-based fuel cell for generating power to move as well as the energy needed for the robotic tool arm. The summer of 2020 allows the project to have undergraduate engineering students to integrate research and development experience in a real-world project. These three remaining tasks are listed below. The following work will be completed during the next reporting period: Task 5-8: Considering the advanced stage of completion of tasks 5 through 8, they will be completed within the next three months. As part of completing these tasks, we will identify the optimum cutting tool that enables the fastest drilling operation of the boreholes. Task 9: Demonstration of the Vision System Capability of Measuring Trunk Diameter and Proper Ground Level Elevation). The rover controls will be programmed to measure the tree diameter at an appropriate elevation from the ground (5 feet). We will use a Hokuyo UTM-30LX-EW laser scanner and a National Instruments roboRIO real-time computer on which the software necessary to control the rover is installed. Both items have been purchased and integrated with the rover. To achieve this task, we will use theNational Instrument LabVIEW software. This task will be completed within the next 5 months. ?Task 10: Demonstration of the Vision System Capability to Recognize Slash Pine Tree Bark). The rover controls will be programmed for machine vision and image analysis and trained to recognize the pine tree bark. We will use a Basler ACA 1440 digital camera and National Instruments roboRIO real-time computer on which the software necessary to control the rover is installed. Both items have been purchased and integrated with the rover. To achieve this task, we will use theNational Instrument LabVIEW software with its Vision Development Module. As part of completing this task, we will identify the optimum machine vision algorithm or the combination of algorithms that identifies the pine tree from other trees. This task will be completed within the next 7 months. Task 11: (Demonstration of the Electric Rover Capability to Navigate Autonomously). The rover controls will be programmed for autonomous navigation towards the targeted pine tree or for return to the base station while avoiding obstacles and mapping the environment. For navigation and obstacle avoidance we will use a second laser scanner (to be purchased), a Sparkfun GPS-RTK2 module and National Instruments roboRIO real-time computer on which the software necessary to control the rover is installed. These items have been purchased and integrated with the rover. We will use theNational Instrument LabVIEW software and will program using the Vector Field Histogram algorithm for navigation. This task will be completed within the next 12 months. Task 12: (Design and Fabrication of the Methanol Reformer). The methanol reformer will be fabricated using additive manufacturing based on the completed design. This task will be completed within the next 12 months.

Impacts
What was accomplished under these goals? The goal of this project was to demonstrate the feasibility of an autonomous rover for tapping slash pine trees to collect resin for processingusing the 3 borehole method that uses one hole for resin a collection system. The two remaining holes facilitate resin flow but are capped to prevent insect or fungal damage.To begin we focused on using a single borehole to demonstrate the concept.We divided the development of the prototype into 12 tasks. Purchase Materials and Supplies - ongoing Design and Fabrication of Chassis - The chassis prototype was designed, built, and equipped with wheels, controls, and sensors for navigation, machine vision, for mapping the environment and for creating the database. Design, Fabrication, and Assembly of a Robot Automated Tool Changer Station - Complete Robot Capability to Calculate Position and Orientation for 3 Converging Boreholes and Drilling - Complete Robot Capability to Determine and Record Position/Orientation of 3 Borehole Spouts - Complete for 1 spout. Robot Capability to Locate 3 Borehole Spouts to Insert a Nozzle and Spray Liquids -Ongoing. We integrated an Axia80 sensor that measures forces and torques on the robot end-of-arm. We demonstrated the system's capability to identify the moment when the drilling tool touches the tree and to record the coordinates and orientation of the borehole mouth. Robot Capability to Locate 1 Borehole to Insert a PVC Tube and pre-attached Collection Vessel - Partially Complete. We have programmed the robot and demonstrated its ability to drill 1 borehole and insert 1 PVC tube into 1 the borehole. The collection vessel for the resin is still in development. We programmed the controls and successfully demonstrated the system's capability to control the force required to plug the pipe into the borehole. The capability of the Robot to Locate 2 Borehole Spouts and Cap Them - Incomplete Vision System Capability of Measuring Trunk Diameter and Proper Ground level Elevation - Ongoing. The controls and laser scanner to be used for measurements (hardware) have been integrated with the rover and the communication between them was established. We still need to program the controls to perform the tree measurements. Vision System to Recognize Slash Pine Bark - Ongoing. The camera and the controls for image analysis (hardware) have been integrated with the rover and the communication established. We still need to program the controls for image analysis. Demonstration of Rover Autonomous Navigation - Ongoing. The controller and sensors for navigation (laser scanner, GPS module) have been integrated with the rover. We still need to program the controls for autonomous navigation. Design and Fabrication of the Methanol Reformer - Ongoing. We completed the calculations and numerical simulations to identify the optimum operating parameters and we have designed partially the methanol reformer.

Publications


    Progress 08/01/19 to 03/31/20

    Outputs
    Target Audience:The target audience for the results of this proposal is the diverse stakeholders in the Georgia Forestry Industry and across the Southeastern US as a whole. Other interested stakeholders include engineers using robotics to facilitate tasks in agriculture. The Georgia Forestry Commission announced that B & L Naval Stores and Georgia Southern University received this SBIR award in a recent newsletter. Additional articles are likely to arise from this connection.Anecdotally, landowners, especially elderly ones who recall the turpentine industry at its height, are especially excited about the possibility of reviving the industry through robotics after meeting and talking with Mr. Busby. Changes/Problems:The original plan wasto use an analog force/torque sensor that would communicate with the robot controller through an analog interface module in order to determine the position and orientation of the borehole mouth and to control the insertion force of the tubes in the boreholes. We decided to use an available force/torque sensor (ATC Axia80) which however can communicate only through ethernet and therefore cannot communicate directly to the robot. We decided to use the same roboRIO real-time computer that we use for rover navigation to interface the Axia80 sensor with the robot. The original cutting tools that were planned to use for borehole drilling (augers) proved unfit for robot operations. We successfully used spade drills for drilling and are currently investigating other options such as endmills to determine the optimum tool for this operation. What opportunities for training and professional development has the project provided?The project supports four undergraduate students in engineering at Georgia Southern University. University, which are hired to work for the project. A fifth student worked on the project for one semester as part of his independent study: "Special Problems in Manufacturing Engineering." While working on the project, students apply hands-on and expand considerably the knowledge acquired in manufacturing courses when performing tasks such as programming the robot, defining user and tool frames for robot operations, define complex robotic algorithms, defining robot communication with other controls and sensors, program computer numerical control (CNC) machines for machining necessary components, setup CNC machines for operation and fabricate the components. Students are also getting trained for machine vision.Georgia Southern began its graduate program in engineering during the academic year 2019-2020. At least one graduate student will be involved in the project by summer or fall of 2020. How have the results been disseminated to communities of interest?One manuscript: "Design of a Methanol Reformer for On-Board Production of Hydrogen as Fuel for a 3kW High-Temperature Proton Exchange Membrane Fuel Cell Power System" has been submitted for peer-review to The International Journal of Hydrogen Energy and is currently under review. A second manuscript: "Autonomous Robotic Forest Rover for Automated Pine Resin Collection; Part 1: Robot Operations" is currently under preparation and will be submitted before February 24, 2020, for peer review to IEEE Robotics and Automation Letters. The same work is planned to be presented to IEEE/RSJ International Conference on Intelligent Robots and Systems, 25-29 Oct 2020, Las Vegas. What do you plan to do during the next reporting period to accomplish the goals?As per the reviewer's recommendations, the project needs a 12-month no-cost extension to complete the work, making the forest rover a 20-month project. Tasks 10-12focus on artificial intelligence necessary for a functional prototype and using a methanol-based fuel cell for generating power to move as well as the energy needed for the robotic tool arm. The summer of 2020 allows the project to have undergraduate engineering students to integrate research and development experience in a real-world project. These three remaining tasks are listed below. The following work will be completed during the next reporting period: Task 5-8: Considering the advanced stage of completion of tasks 5 through 8, they will be completed within the next three months. As part of completing these tasks, we will identify the optimum cutting tool that enables the fastest drilling operation of the boreholes. Task 9: Demonstration of the Vision System Capability of Measuring Trunk Diameter and Proper Ground Level Elevation). The rover controls will be programmed to measure the tree diameter at an appropriate elevation from the ground (5 feet). We will use a Hokuyo UTM-30LX-EW laser scanner and a National Instruments roboRIO real-time computer on which the software necessary to control the rover is installed. Both items have been purchased and integrated with the rover. To achieve this task, we will use theNational Instrument LabVIEW software. This task will be completed within the next 5 months. ?Task 10: Demonstration of the Vision System Capability to Recognize Slash Pine Tree Bark). The rover controls will be programmed for machine vision and image analysis and trained to recognize the pine tree bark. We will use a Basler ACA 1440 digital camera and National Instruments roboRIO real-time computer on which the software necessary to control the rover is installed. Both items have been purchased and integrated with the rover. To achieve this task, we will use theNational Instrument LabVIEW software with its Vision Development Module. As part of completing this task, we will identify the optimum machine vision algorithm or the combination of algorithms that identifies the pine tree from other trees. This task will be completed within the next 7 months. Task 11: (Demonstration of the Electric Rover Capability to Navigate Autonomously). The rover controls will be programmed for autonomous navigation towards the targeted pine tree or for return to the base station while avoiding obstacles and mapping the environment. For navigation and obstacle avoidance we will use a second laser scanner (to be purchased), a Sparkfun GPS-RTK2 module and National Instruments roboRIO real-time computer on which the software necessary to control the rover is installed. These items have been purchased and integrated with the rover. We will use theNational Instrument LabVIEW software and will program using the Vector Field Histogram algorithm for navigation. This task will be completed within the next 12 months. Task 12: (Design and Fabrication of the Methanol Reformer). The methanol reformer will be fabricated using additive manufacturing based on the completed design. This task will be completed within the next 12 months.

    Impacts
    What was accomplished under these goals? The goal of this project was to demonstrate the feasibility of an autonomous rover for tapping slash pine trees to collect resin for processingusing the 3 borehole method that uses one hole for resin a collection system. The two remaining holes facilitate resin flow but are capped to prevent insect or fungal damage.To begin we focused on using a single borehole to demonstrate the concept.We divided the development of the prototype into 12 tasks. Purchase Materials and Supplies - ongoing Design and Fabrication of Chassis - The chassis prototype was designed, built, and equipped with wheels, controls, and sensors for navigation, machine vision, for mapping the environment and for creating the database. Design, Fabrication, and Assembly of a Robot Automated Tool Changer Station - Complete Robot Capability to Calculate Position and Orientation for 3 Converging Boreholes and Drilling - Complete Robot Capability to Determine and Record Position/Orientation of 3 Borehole Spouts - Complete for 1 spout. Robot Capability to Locate 3 Borehole Spouts to Insert a Nozzle and Spray Liquids -Ongoing. We integrated an Axia80 sensor that measures forces and torques on the robot end-of-arm. We demonstrated the system's capability to identify the moment when the drilling tool touches the tree and to record the coordinates and orientation of the borehole mouth. Robot Capability to Locate 1 Borehole to Insert a PVC Tube and pre-attached Collection Vessel - Partially Complete. We have programmed the robot and demonstrated its ability to drill 1 borehole and insert 1 PVC tube into 1 the borehole. The collection vessel for the resin is still in development. We programmed the controls and successfully demonstrated the system's capability to control the force required to plug the pipe into the borehole. The capability of the Robot to Locate 2 Borehole Spouts and Cap Them - Incomplete Vision System Capability of Measuring Trunk Diameter and Proper Ground level Elevation - Ongoing. The controls and laser scanner to be used for measurements (hardware) have been integrated with the rover and the communication between them was established. We still need to program the controls to perform the tree measurements. Vision System to Recognize Slash Pine Bark - Ongoing. The camera and the controls for image analysis (hardware) have been integrated with the rover and the communication established. We still need to program the controls for image analysis. Demonstration of Rover Autonomous Navigation - Ongoing. The controller and sensors for navigation (laser scanner, GPS module) have been integrated with the rover. We still need to program the controls for autonomous navigation. Design and Fabrication of the Methanol Reformer - Ongoing. We completed the calculations and numerical simulations to identify the optimum operating parameters and we have designed partially the methanol reformer.

    Publications