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Infrastructure Pilot Excavator

IPEx running a simulated lunar mission in the Kennedy Space Center testbed, 30 August 2024. The bucket drums at each end cut and carry regolith, so the vehicle is both the excavator and the haul truck NASA/Frank Micheaux. Public domain (NASA / US government work).

IPEx is a lunar regolith excavator and hauler built at NASA KSC. It digs with two counter-rotating bucket drums, carries the load in those same drums, and drives it to a delivery point, so one vehicle does the work that terrestrial practice splits between an excavator and a truck.

It is the flight-directed successor to RASSOR, the KSC bucket-drum testbed that established the counter-rotating architecture at TRL 4 [5]. The published literature calls the program the ISRU Pilot Excavator; the NASA program page now calls it the Infrastructure Pilot Excavator and keeps the IPEx acronym [12]. A parallel outreach project built Mini RASSOR, an educational scale model, at the same KSC lab that carried the wheel concept through several iterations on the way to the flight design [9].

ParameterValueSource
Mass class30 kg[2]
Volumetric scale against RASSOR 2.050 to 70 percent[4]
Locomotionfour-wheel skid steer[1]
Drive speed, nominal30 cm/s
Drive speed, demonstrated maximum40 cm/s[3]
Obstacle height7.5 cm[1]
Slope limit15 degrees

As of mid 2024 the TRL 5 design was about 95 percent complete and 90 percent fabricated, with TRL 6 the next target [1]; a five-day continuous ground demonstration in August 2024 established TRL 5 [3]. The program target is a TRL 6 excavator ready for lunar demonstration.

No launch has been assigned.

ParameterValueSource
Regolith to be moved10,000 kg in one lunar day[1], [2], [12]
Surface duration11 Earth days[1], [2]
Haul distance100 m[2]
Traverse total70 km[1]
Excavation rate required42 kg/h, which is near-continuous cycling over the 11 days[1], [2]

To supply that much regolith the vehicle has to drive further, traverse the same ground more often, and excavate more than any planetary robot flown to date [1]. Prior lunar sample return collected tens of kilograms, against the 10,000 kg IPEx is sized for [12].

IPEx uses two sets of bucket drums, one either side of the chassis, digging simultaneously in opposing directions, so the horizontal digging reactions cancel and excavation force is reacted through the structure rather than through traction [2], [4]. Regolith enters through scoops around the drum exterior and is retained by an internal baffle system; reversing drum rotation discharges it. In-situ lunar soil relative density is about 65 percent in the top 15 cm and exceeds 90 percent below 30 cm [8], so digging forces remain substantial at one sixth weight.

The vehicle both excavates and hauls, carrying regolith in the drums to a delivery point rather than requiring a separate transport vehicle [2]. The RASSOR patent covering the zero horizontal reaction force architecture is US 9,027,265, granted 12 May 2015 [5]. NASA’s 2020 public bucket-drum design challenge set constraints of comparable order to the flight drum: at most 175 mm of scoop engaged at once, 5 kg drum mass, 450 mm diameter, 360 mm length and at least 17.6 L of captured regolith, against the 437.1 mm diameter RASSOR 2.0 drum measured in the scaling study below [11].

Dust tolerance is the organizing constraint across the vehicle, with the thermal system, the charging system and the actuators identified as the three areas most exposed to it [2].

Mobility is four-wheel skid steer at a nominal 30 cm/s, able to cross rocks up to 7.5 cm high and slopes up to 15 degrees [1]. Maximum sustained drive speed demonstrated on the test site was 40 cm/s [3]. Each mobility actuator is allocated about 0.85 kg against a 30 kg vehicle mass [2]. Motor speeds as low as 25 RPM are required during parts of the concept of operations, including docking to the wireless charger.

Early IPEx wheel concepts, developed through several design iterations at the KSC lab alongside the Mini RASSOR outreach model, worked through spoke and rim geometry before the design settled [9]. The wheel began as a modified version of the VIPER wheel, adapted for skid steer driving. Grousers, cleat surfaces and spokes are removable so that they can be changed as full scale testing progresses, and the side rings carry a large chamfered edge that acts as a ski during skid steer turns, keeping the wheel edge from digging into the regolith and raising lateral and torsional loads. Ten wheel geometries were run in a trade study, which found a tradeoff between slip rate and power use, no significant effect from cleat design, and a small advantage to tapered over square grousers across the test set [1]. RASSOR tilt table testing had already established that wheels rather than tracks suit a machine whose excavation reaction is internally canceled: on a 25 degree slope in BP-1 simulant a 17 inch four wheel configuration succeeded three times in three, against one in three for metallic link tracks [5].

Actuator internals for the TRL 5 build use a ThinGap LSI 75-12 frameless brushless DC motor [1] with Honeywell SS511AT Hall effect sensors, a Harmonic Drive CSF 14-80LW gearset, SKF 71809 angular contact bearings in a back-to-back arrangement on the output, and a Nomex dust seal [2]. Sealing follows a layered scheme: a labyrinth path outermost, then a felt seal, then a PTFE lip seal. Because manufacturer motor curves and gear efficiencies assume specific greases, temperatures, and Earth pressure, a Gen 1 actuator was characterized end to end to separate the inefficiencies of motor, motor bearings, harmonic drive, output bearings, dust seals, and resolver under representative conditions [2]. Vacuum-rated grease was applied to bearings and gearing, and the open questions examined were how grease plating changed bearing and gear performance across temperature, how the resolver behaved at low speed, and the drag torque contributed by the dust seals. Actuator characterization covered 25, 50, and 100 RPM and then 200 RPM intervals up to 1700 RPM, at 35 and 40 degrees C surface temperature and bus voltages of 47.6, 53.2, and 58.8 V, with a further campaign across a transient thermal profile from -35 to 40 degrees C [2].

IPEx is battery powered and recharges by docking with the lander. Recharging is wireless, using an antenna carried on the radiator cover, which removes the need for a dust-tolerant electrical connector, the component most likely to fail in a regolith environment [2]. The radiator cover provides a rotational degree of freedom used to align the charger during docking [1]. Battery capacity in watt-hours is not published. Duty cycle is set by battery depletion: the vehicle cycles between dig and dump sites until the battery is empty, then docks and recharges. On the test site this worked out to about 10 excavation and unload repetitions per charge, with 35 automated docking and recharge sequences across the demonstration [3].

A continuously exposed radiator panel would be coated by excavation-generated dust and stop rejecting heat [1]. Lunar surface temperature at 85 degrees latitude ranges from a mean 182 K at local noon to a mean 61 K near 3 a.m. equivalent [7].

IPEx uses a buffered radiator. Heat is absorbed during operation by a phase change material rather than radiated, with the radiator kept closed under an actuated cover. When the PCM has fully melted the vehicle pauses, opens the cover, and radiates the stored heat to space until the PCM resolidifies [1]. On the test site a thermal reset was performed every 10 mission repetitions, paired with the docking and recharge sequence [3].

The PCM is n-hexadecane at 99 percent or better purity, melting at 18 degrees C. The installed charge stores a calculated 300.5 kJ of latent heat over that transition, which is the energy the vehicle can absorb between radiator openings [1]. It sits in a 6061 aluminum housing whose base conducts to the avionics enclosure and whose cavity is packed with thermal-epoxy bonded aluminum fins to distribute the load and move heat upward as the material expands and contracts. The cover doubles as the radiator surface and is coated with S13GLO, a low-outgassing white paint of zinc oxide in an RTV602 silicone binder. The cover itself is Cerakote coated and sealed with felt. The wider thermal subsystem comprises the radiator, cover and its actuator, PCM, heat spreader, heater strips, avionics enclosure, and multi-layer insulation.

Avionics are housed in a dedicated enclosure that forms the conductive sink for the PCM [1]. The avionics and software subsystems are deferred to a separate publication and are not published; the TRL 5 ground demonstration used a surrogate avionics setup derived from the final flight computer, together with larger externally mounted battery packs suited to terrestrial testing [3]. All localization and autonomy software ran onboard, with only a subset of imagery and telemetry downlinked. Software is built on ROS.

The excavation implement is the payload. Beyond it, IPEx carries a minimum of four cameras: one stereo pair, one side-facing, and one mounted between a set of bucket drums [1]. The stereo pair supports visual odometry and hazard identification, the side-facing camera tracks the lander for absolute pose, and the drum camera views the terrain and the excavator itself. The drum view covers the working face, where cut depth beyond about 50 percent of the scoop opening causes regolith to bridge the opening and reduce the mass collected per rotation [4].

Field of view is set against two opposing requirements: a wide field helps near-field hazard detection and visual odometry, a narrow one improves pose estimation against a distant lander [1]. A 5 megapixel sensor was chosen to balance visual fidelity against onboard compute, with images downscaled for the most demanding operations. Initial work used a Sony IMX264 with a 3.45 micron pixel and a COTS C-mount lens, but C-mount lenses proved unsuitable for vacuum: venting difficulties, outgassing from the grease in the adjustment mechanisms, and the complexity of variable aperture and focus [1]. The design moved to S-mount lenses, which have fixed aperture and no moving parts and are straightforward to vent and secure, and correspondingly to the smaller-pixel Sony IMX547 sensor.

Dust on the lenses is mitigated in three layers. Transparent electrodynamic dust shield covers use alternating current to drive dust off the glass [1]. Each cover is held by a hold-down release mechanism that can jettison it if the EDS fails. Testing confirmed dust-clearing performance adequate for continued operation, though it also revealed that illumination behind the same piece of EDS glass produces reflections and image artifacts. Monocular camera modules carry a three-LED unit each; the stereo modules have no onboard LEDs and are lit by a stereo LED unit mounted elsewhere on the chassis.

The excavation duty cycle leaves no room for an operator in the loop on individual digs, so the vehicle cycles autonomously and is supervised at the campaign level [2]. RASSOR’s own auto-dig routine, the precursor IPEx’s cycling replaces, is a PID loop on drum motor current with the digging arms as effectors; its derivative term goes unused in practice, and without an operator periodically raising the current setpoint the arms drift up until the drums stop engaging the soil, so the original design still assumed a monitoring human [10].

Localization uses no global positioning system. The vehicle estimates depth from stereo imagery and recovers absolute pose by recognizing the lander and its fiducial targets in the side-facing camera [1]. The traverse geometry is chosen to serve this: the path between dig and dump sites is an arc that keeps the lander continuously in the side camera’s view, which also lets a 15 m radius working area around the lander simulate the 100 m drive length that oxygen production teams specify as a minimum [2].

Drum fill state can be inferred without dedicated instrumentation: a free-spinning drum current model fitted to motor current reached about 7.4 percent mean percentage error on RASSOR hardware, and a neural network augmentation of it was integrated into the robotic system [6].

The mission concept is cyclical [2]. After landing, IPEx deploys from the lander and performs a teleoperated slow-driving mapping routine over a half-circle of about 15 m radius, from which a dig site, a dump site, and a hazard-avoiding path between them are identified. It then drives that arcing path back and forth, excavating and unloading, until the battery is depleted; it docks, recharges wirelessly, and repeats, until 10 metric tons have been moved over 11 Earth days [2].

Three distinct modes therefore exist: teleoperated mapping, supervised autonomous excavation cycling, and docked recharge. To these the thermal design adds a fourth, a scheduled pause with the radiator cover open while the phase change material resolidifies [1]. On the test site the autonomous cycle was defined as three drives from the excavation zone to the dump zone, excavation and unloading, then three more drive cycles, averaging nine minutes per repetition [3].

The August 2024 TRL 5 demonstration is the only published operations exercise, in which IPEx ran 334 excavation and unload cycles over 77 hours 46 minutes of continuous operation, equivalent to 205 hours 18 minutes of mission time or about eight days, covering 58.1 km, and finished with 59 hours of operational margin [3], against a flight requirement of 70 km over 11 days [1].

It was operated by four rotating ground crews of four people each: a primary operator with command authority during nominal operations who led problem deliberation, a secondary operator providing support, performance tracking, and troubleshooting, a telemetry desk officer monitoring and analyzing incoming data, and a simulation coordinator [3]. The simulation coordinator role exists because the test is a simulation: that operator oversaw the run with real-time data and imagery, performed out-of-simulation actions such as swapping batteries to limit real downtime, and was the only role with access to the situational cameras, so the operating crew saw only what a lunar crew would see.

Ground control sat 183 m from the test site [3]. The lander-to-ground link was represented by reduced data transmission and a 14 second round-trip delay, which is far longer than lunar light time and reflects CLPS relay and processing overheads rather than propagation. Rocks were placed in the test area unknown to the operators, and low solar angle illumination was reproduced with stadium lighting. An OptiTrack motion capture system published ground-truth pose on a ROS topic, recorded alongside the vehicle’s own telemetry in a time series database, giving operators outside the simulation a reference against which to evaluate the onboard localization.

The transferable results are the dust-tolerance mechanisms rather than the excavator as a whole: the buffered radiator with actuated cover and phase change material, which converts a dust-vulnerable continuous radiator into a duty-cycled one; wireless charging, which removes the dust-tolerant connector problem entirely; the layered labyrinth, felt, and PTFE lip actuator seal stack, characterized for drag torque rather than assumed [2]; and electrodynamic dust shield lens covers with jettisonable hold-down release backup [1].

The autonomy test site itself is a product: a controlled terrestrial environment with granular material, a rock distribution drawn from a power law fit to Surveyor VI data, a full-scale lander mock-up, low-solar-angle stadium lighting, and motion capture ground truth, together with published instance segmentation and photogrammetry datasets collected in it [3].

Bucket drums resist classical blade and bucket force models because of their geometry, so three geometrically similar drums were built and measured on a gantry test stand in BP-1 simulant [4].

DrumDiameterWidthScoop widthScoop heightMean fill per drumFour-drum capacity
Small237.5 mm206 mm51.6 mm26.4 mm3.80 kg15.21 kg
Medium295.1 mm254 mm63.5 mm34.5 mm7.30 kg29.20 kg
Large (RASSOR 2.0)437.1 mm358 mm90.4 mm47.8 mm24.98 kg99.94 kg

Values from [4]. A 1.84 times increase in diameter from small to large gives a 6.6 times increase in captured mass.

Test variables were linear cut speeds of 10 and 30 mm/s and cut depths of 10 mm and 40 percent of scoop height, 12 unique cases repeated four times for 48 runs, with drum tangential velocity held at 8.5 times the linear cut speed to keep cut pitch constant across scales [4]. Force and torque were logged at 1 kHz through an NI-9237 module. Horizontal excavation force per unit drum width rises with both cut speed and cut depth, and mechanical excavation energy per kilogram collected falls with increasing cut speed, increasing drum size and decreasing cut depth. Lateral force was negligible throughout, and vertical force with the drum fully engaged equalled the weight of captured regolith. Cut depth is bounded above by bridging: digging at full scoop depth lets regolith bridge the opening, and limiting cut depth to at most 50 percent of the scoop opening collects more regolith per rotation [4].

The scaling study concluded that the small and medium drums collect enough regolith at the required rate for the IPEx concept of operations [4]. The bucket drum concept originates in Lockheed Martin work from 2008.

References

  1. Schuler, J. M., Smith, J. D., Nick, A. J., Buckles, B. C., Dyas, J. E., Ortega, V. V., Cloud, J. M., Dokos, A. G., Zhang, E. L., Wang, J. J., Baron, M. A., Muller, T. J., Clark, C. J. and Howe, M. W. (2024). ISRU Pilot Excavator (IPEx) Technology Readiness Level 5 Design Overview . AIAA AVIATION Forum and ASCEND, 20240008162. Source
    BibTeX
    @inproceedings{schuler2024isru,
      title = {ISRU Pilot Excavator (IPEx) Technology Readiness Level 5 Design Overview},
      author = {Schuler, Jason M. and Smith, Jonathan D. and Nick, Andrew J. and Buckles, Bradley C. and Dyas, Jeffrey E. and Ortega, Victoria V. and Cloud, Joseph M. and Dokos, Adam G. and Zhang, Elizabeth L. and Wang, Jerry J. and Baron, Michael A. and Muller, Thomas J. and Clark, Casey J. and Howe, Musashi W.},
      booktitle = {AIAA AVIATION Forum and ASCEND},
      number = {20240008162},
      institution = {NASA},
      year = {2024},
      doi = {10.2514/6.2024-4890},
      abstract = {This paper details the mechanical and mechatronic design of the Technology Readiness Level (TRL)-5 In-Situ Resource Utilization (ISRU) Pilot Excavator (IPEx). IPEx is a robotic excavator designed for a technology demonstration of regolith mining in the lunar south pole region. The novel design uses pairs of counter-acting excavation tools called bucket drums, that dig at the same time in opposing directions to reduce the reaction force needed, thereby enabling mining with a small, low-mass, robotic system. IPEx builds on the prior work of the Regolith Advanced Surface Systems Operations Robot (RASSOR), which is the TRL-4 implementation of this concept. The TRL-5 IPEx subsystems that are discussed in this paper include: Regolith Delivery Subsystem (RDS), Mobility Subsystem (MS), Cameras and Dust Mitigation Subsystem (CDMS), and Thermal Control Subsystem (TCS). Each subsystem is described in detail with rationale for design selections. Dust tolerance is a key feature for IPEx, and this paper details a thermal control system with an actuated radiator cover and phase change material as well as camera modules with removable electrodynamic dust shields (EDS). Additional components such as actuators, wheels, and bucket drums are discussed in detail. Due to their complexity, the avionics and software subsystems will be discussed in a separate publication.}
    }
  2. Clark, C. J., Smith, J. D., Nick, A. J., Ortega, V. V., Schuler, J. M., Dyas, J. E. and Lahl, J. (2025). Design and Testing of TRL5 IPEx Actuators . IEEE Aerospace Conference, 20250000003. Source
    BibTeX
    @inproceedings{clark2025design,
      title = {Design and Testing of TRL5 IPEx Actuators},
      author = {Clark, Casey J. and Smith, Jonathan Drew and Nick, Andrew J. and Ortega, Victoria V. and Schuler, Jason M. and Dyas, Jeffrey E. and Lahl, John},
      booktitle = {IEEE Aerospace Conference},
      number = {20250000003},
      institution = {NASA},
      address = {Big Sky, MT},
      year = {2025},
      url = {https://ntrs.nasa.gov/citations/20250000003},
      abstract = {NASA is advancing In-Situ Resource Utilization (ISRU) by focusing on missions aimed at establishing sustainable infrastructure on the Moon and Mars. On the Moon, regolith serves as the most abundant resource. To support ISRU objectives, a 30-kg-class robot called ISRU Pilot Excavator (IPEx) is being developed to excavate 10,000 kg of lunar regolith during a future technology demonstration mission. IPEx uses novel excavation tools, called bucket drums, which are hollow cylinders with scoops staggered around the outside. Regolith is collected with the scoops and flows into the drum where it is captured by an internal baffle system. The excavator can then transport the regolith in the drum and reverse the direction of the drum rotation to dispense the regolith out. IPEx uses two sets of bucket drums that dig simultaneously in opposing directions and results in counteracting excavation forces. This combination of bucket drum excavation tools and counteracting excavation forces enables low mass robotic excavators to effectively dig in reduced gravity environments. This is a significant departure from terrestrial excavators that rely on high mass to produce tractive forces to counteract the forces of excavation.
    
    IPEx is made up of several custom actuators that all need to be verified for their intended application. This paper focuses on the initial design, testing and modifications of three actuators: the mobility actuator, the shoulder actuator, and the excavation actuator.
    
    Each actuator was tested under four separate test profiles: ambient motor characterization, hot and cold motor characterization, accelerated life test (ALT), and concept of operations (ConOps) test. The motor characterization tests enabled derivation of torque equations for each actuator to estimate output torque without implementing sensors. The accelerated life tests were successful for each actuator and verified the motors’ ability to survive the mission. For the ConOps test, only the bucket drum actuator performed a complete ConOps without the need to restart the test. Overall, the first series of testing resulted in various failure modes and minor design alterations for each actuator. The test results, failure modes, and design alterations are highlighted within this paper. This paper focuses on discussing the mobility, excavation, and shoulder actuator design, testing principles, and results that qualified it as a TRL 5 system.}
    }
  3. Cloud, J. M., Nick, A. J., Buckles, B. C., Dixon, K. L., Muller, T. J., Ortega, V. V., Smith, J. D., Clark, C. J., Dyas, J. E., Zhang, E. L., Leucht, K. W., Mueller, R. P. and Schuler, J. M. (2025). The IPEx Autonomy Test-Site: Terrestrial Testing of Autonomous Excavation in Lunar South Pole Conditions . ASCE Earth and Space Conference, 20250000128. Source
    BibTeX
    @inproceedings{cloud2025ipex,
      title = {The IPEx Autonomy Test-Site: Terrestrial Testing of Autonomous Excavation in Lunar South Pole Conditions},
      author = {Cloud, Joseph M. and Nick, Andrew J. and Buckles, Bradley C. and Dixon, Kyle L. and Muller, Thomas J. and Ortega, Victoria V. and Smith, Jonathan D. and Clark, Casey J. and Dyas, Jeffrey E. and Zhang, Elizabeth L. and Leucht, Kurt W. and Mueller, Robert P. and Schuler, Jason M.},
      booktitle = {ASCE Earth and Space Conference},
      number = {20250000128},
      pages = {1-14},
      institution = {NASA},
      year = {2025},
      doi = {10.1109/aero63441.2025.11068688},
      abstract = {NASA's Artemis program aims to send humans to the lunar south pole (LSP), requiring in-situ resource utilization (ISRU) technologies like the ISRU Pilot Excavator (IPEx) to perform site preparation and resource extraction. The LSP is a uniquely challenging environment, characterized by low solar angles and long shadows that disrupt vision-based autonomy. To approximate these conditions, we developed the IPEx autonomy test-site, a 21.3×33.5 m enclosed area for testing excavation technologies under simulated LSP conditions. The test-site is equipped with granular material, scattered rocks, and a full-scale lander model. Strategically placed high-power lights replicate the low solar angles, while a motion capture system offers ground truth robot poses. Additional site awareness cameras provide complete coverage of the test area for monitoring. The test-site has been utilized to evaluate performance of both autonomous navigation and excavation tasks. Finally, we discuss initial results obtained from test runs, calculations compared against a digital simulation, features of the terrain that mimic the visual properties of lunar regolith, and challenges observed.}
    }
  4. Schuler, J., Nick, A., Leucht, K., Langton, A. and Smith, D. (2022). ISRU Pilot Excavator: Bucket Drum Scaling Experimental Results . Earth and Space, 20210025846. Source
    BibTeX
    @inproceedings{schuler2022isru,
      title = {ISRU Pilot Excavator: Bucket Drum Scaling Experimental Results},
      author = {Schuler, Jason and Nick, Andrew and Leucht, Kurt and Langton, Austin and Smith, Drew},
      booktitle = {Earth and Space},
      number = {20210025846},
      pages = {394-407},
      institution = {NASA},
      year = {2022},
      doi = {10.1061/9780784484470.037},
      abstract = {NASA’s Space Technology Mission Directorate (STMD) is funding the development of a robotic excavator called the “ISRU Pilot Excavator” (IPEx) which will be a technology demonstration of excavating and transporting 10 metric tons of lunar regolith on the surface of the Moon with a 30 kg-class robotic excavator. IPEx will be the next generation of robotic excavators to use bucket drums as excavation tools. This is an evolution of the regolith advanced surface systems operations robot (RASSOR) developed at NASA’s Kennedy Space Center (KSC). Bucket drums are hollow cylinders with regularly spaced scoops around the perimeter. The drums rotate in one direction to collect regolith with the scoops. The regolith slides down an internal baffling system inside the drum which prevents the regolith from falling back out of the scoops. The captured regolith can then be transported while held in the drum and then deposited by rotating the drum in the opposite direction allowing the regolith to slide back down the baffling and out of the excavation scoops. Bucket drums were developed by Lockheed Martin in 2008 and used on multiple robotic excavator prototypes ever since. However, the forces on a bucket drum and considerations for scaling have not been measured in detail. Bucket drums are challenging to model using classical blade\bucket equations because of their unique geometry. Therefore, this experiment was performed to measure the forces on three bucket drums of the same geometry at different scales. Small: 9.4” (239 mm) dia. × 8.1” (206 mm) width, medium: 11.6” (294 mm) dia. × 10” (254 mm) width, and large: 17” (432 mm) dia. × 14.1” (358 mm) width. The test stand consisted of an actuated gantry with controlled motion in the vertical (Z) and horizontal (X) axes and a single rotation axis (R). The bucket drums were individually mounted to the rotary axis of the test stand and translated across a prepared bed of Black Point 1 (BP-1) lunar regolith simulant at a specified linear speed and cutting depth. The test stand was outfitted with a torque sensor in line with the rotation of the drum (R) and a 3 axis (X, Y, and Z) load cell. In addition to the three sizes of bucket drums the linear excavation speed and cutting depth were test variables. The results of these experiments show the relationship between the three scales of bucket drums for factors such as: excavation force, torque due to regolith rotation inside the drum, excavation energy, time to fill, etc. and will be discussed in detail in this paper. This fundamental data will be used in the design of IPEx and can inform the design of future bucket drum excavators.}
    }
  5. Mueller, R. P., Smith, J. D., Schuler, J. M., Nick, A. J., Gelino, N. J., Leucht, K. W., Townsend, I. I. and Dokos, A. G. (2016). Design of an Excavation Robot: Regolith Advanced Surface Systems Operations Robot (RASSOR) 2.0 . Earth and Space, 20210011366. Source
    BibTeX
    @inproceedings{mueller2016design,
      title = {Design of an Excavation Robot: Regolith Advanced Surface Systems Operations Robot (RASSOR) 2.0},
      author = {Mueller, Robert P. and Smith, Jonathan D. and Schuler, Jason M. and Nick, Andrew J. and Gelino, Nathan J. and Leucht, Kurt W. and Townsend, Ivan I. and Dokos, Adam G.},
      booktitle = {Earth and Space},
      number = {20210011366},
      pages = {163-174},
      institution = {NASA},
      year = {2016},
      doi = {10.1061/9780784479971.018},
      abstract = {To continue on a sustainable and flexible path, NASA needs to address the challenge of collecting and moving large amounts of regolith at the destination. Acquiring the water resources on Mars will require mining significant quantities of regolith, and this is not possible with the state-of-the-art low mass excavation systems. Low gravity environments (Mars = 3/8G) and launch mass restrictions limit the traction and the resulting reaction force of the vehicle, making current terrestrial techniques impractical. This project addressed this challenge by developing a completely new technology that can mine large quantities of regolith on Mars. Recent measurements by the “Curiosity” rover on Mars have found that the regolith contains ~2% water by weight globally, ~4% in Jezero Crater (Human Architecture Team’s reference landing site), and much more at the poles. RASSOR 2.0 is a planetary excavator, which has a mass of 66 kg, with a 0.38 kg vehicle mass per kilogram, per hour of excavation rate and power usage of 4 W per kg of regolith excavation rate. A single RASSOR 2.0 can excavate a minimum of 2.7 metric tons of regolith per day. This is accomplished by using counteracting excavation forces on two opposing digging implements called bucket drums and an autonomous mining control system. This work has addressed several major research areas outlined in the NASA Technology Area (TA) 04 Robotics and Autonomous Systems and TA 07 Human Destination Systems roadmaps. This project started at Technology Readiness Level (TRL) 4 as a low fidelity “proof of concept” prototype which has successfully demonstrated basic regolith simulant excavation functionality in a lab-scale gravity off load test. The foundational technology described here was awarded US patent number: US 9027265 for a “Zero horizontal reaction force excavator” on May 12, 2015.}
    }
  6. Janmohamed, N. A., Cloud, J. M., Leucht, K. W., Bell, E. A., Buckles, B. C. and DuPuis, M. A. (2021). Mass Inferencing Model Creation and Deployment to the RASSOR Lunar Excavation Robot . ASCEND. Source
    BibTeX
    @inproceedings{janmohamed2021mass,
      title = {Mass Inferencing Model Creation and Deployment to the RASSOR Lunar Excavation Robot},
      author = {Janmohamed, Nashir A. and Cloud, Joseph M. and Leucht, Kurt W. and Bell, Evan A. and Buckles, Bradley C. and DuPuis, Michael A.},
      booktitle = {ASCEND},
      publisher = {American Institute of Aeronautics and Astronautics},
      year = {2021},
      doi = {10.2514/6.2021-4216},
      abstract = {View Video Presentation: https://doi.org/10.2514/6.2021-4216.vid The Regolith Advanced Surface Systems Operations Robot (RASSOR) Excavator is a mobile robotic bucket-drum excavator platform with a unique space regolith excavation capability. The Intelligent Capabilities Enhanced RASSOR research project developed functionality for estimating the quantity of regolith mass ingested during RASSOR operation, enhancing RASSOR’s ability to successfully complete In-Situ Resource Utilization (ISRU) missions. To teleoperate or run autonomously, it is crucial for the amount of regolith mass ingested to be available as a system state for efficient operation. For example, during autonomous operation, RASSOR should navigate and move to a processing plant to offload the collected regolith when the drums are full; without knowledge of the total mass in the drums, this type of high-level planning is not possible. Three distinct modeling approaches were employed in developing a mass inferencing approach that could work on RASSOR, none of which require modification to the hardware. All take in system states, such as arm/drum motor positions, velocities, currents, voltages, and robot pose, and output a mass prediction for each set of the robot’s bucket drums. The developed models run in real-time, outputting predictions for the front drum mass, rear drum mass, timestamp of the last prediction, and total drum mass (sum of front and rear) in RASSOR’s drums. Models deployed to the hardware have low error (<7.5% mean error over the mass range, and <2.6% mean error when drums are more than half full) when making predictions in real-time. Our modeling approach can be adapted to use lunar excavation data to create models that are reflective of RASSOR’s dynamics when operating on the lunar surface. The results of this work are promising and show that models can be developed to accurately estimate excavated regolith mass.}
    }
  7. NASA. (2020). Cross-Program Design Specification for Natural Environments (DSNE), Revision G . NASA Marshall Space Flight Center. Source
    BibTeX
    @techreport{nasa2020cross,
      title = {Cross-Program Design Specification for Natural Environments (DSNE), Revision G},
      author = {{NASA}},
      institution = {NASA Marshall Space Flight Center},
      year = {2020},
      url = {https://ntrs.nasa.gov/citations/20200000867},
      abstract = {The DSNE completes environment-related specifications for architecture, system-level, and lower-tier documents by specifying the ranges of environmental conditions that must be accounted for by NASA ESD Programs. To assure clarity and consistency, and to prevent requirements documents from becoming cluttered with extensive amounts of technical material, natural environment specifications have been compiled into this document. The intent is to keep a unified specification for natural environments that each Program calls out for appropriate application.}
    }
  8. Heiken, G. H., Vaniman, D. T. and French, B. M. (1991). Lunar Sourcebook: A User's Guide to the Moon . Endeavour. Source
    BibTeX
    @book{heiken1991lunar,
      title = {Lunar Sourcebook: A User's Guide to the Moon},
      author = {Heiken, Grant H. and Vaniman, David T. and French, Bevan M.},
      journal = {Endeavour},
      volume = {16},
      pages = {96},
      publisher = {Cambridge University Press},
      year = {1991},
      doi = {10.1016/0160-9327(92)90014-g}
    }
  9. Ortega, V. (2021). Mini RASSOR and Pilot Excavator . NASA Kennedy Space Center, Granular Mechanics and Regolith Operations Laboratory, 20210018482. Source
    BibTeX
    @techreport{ortega2021mini,
      title = {{Mini RASSOR} and Pilot Excavator},
      author = {Ortega, Victoria},
      number = {20210018482},
      institution = {NASA Kennedy Space Center, Granular Mechanics and Regolith Operations Laboratory},
      year = {2021},
      url = {https://ntrs.nasa.gov/citations/20210018482},
      abstract = {RASSOR (Regolith Advanced Surface Systems Operational Robot) is a dual bucket drum excavator prototype that is designed to dig regolith (moon dirt). Will develop into a smaller excavator named the ISRU Pilot Excavator that will go to the moon to support the Artemis mission. Regolith gathering by Pilot Excavator can be used as building material while dug up ice can be used as a water resource.}
    }
  10. Cloud, J. M., Nieves, R. J., Duke, A. K., Muller, T. J., Janmohamed, N. A., Buckles, B. C. and DuPuis, M. A. (2021). Towards Autonomous Lunar Resource Excavation via Deep Reinforcement Learning . ASCEND, 20210022218. Source
    BibTeX
    @inproceedings{cloud2021autonomous,
      title = {Towards Autonomous Lunar Resource Excavation via Deep Reinforcement Learning},
      author = {Cloud, Joseph M. and Nieves, Rolando J. and Duke, Adam K. and Muller, Thomas J. and Janmohamed, Nashir A. and Buckles, Brad C. and DuPuis, Michael A.},
      booktitle = {ASCEND},
      number = {20210022218},
      publisher = {American Institute of Aeronautics and Astronautics},
      institution = {NASA},
      address = {Las Vegas, Nevada},
      year = {2021},
      doi = {10.2514/6.2021-4217},
      abstract = {View Video Presentation: https://doi.org/10.2514/6.2021-4217.vid To support sustainable infrastructure on the Moon, NASA needs to leverage lunar resources for in-situ processing and construction. NASA’s Regolith Advanced Surface Systems Operations Robot (RASSOR) is principally designed to mine and deliver regolith for these tasks. To reliably perform these operations on the lunar surface, RASSOR's sensors and control systems need to be robust and maximize information extracted from a reduced sensor payload. Herein, we present our findings from the Intelligent Capabilities Enhanced RASSOR project. We created reduced-order simulation environments in which we applied reinforcement learning algorithms to learn autonomous trenching controllers and produced state estimation architectures. We developed two simulations: a 2D excavation simulation used to facilitate parameter selection, and a 3D simulation developed using a game physics engine to simulate simplified soil interactions and incorporate robotic agents parameterized by dynamic models. Within these simulations, we learned autonomous excavation routines that exceed excavation efficiency measures as compared against RASSOR's existing control and teleoperation-based methods.}
    }
  11. Weißenböck, S. and Fimbinger, E. (2021). Our Contribution to the NASA RASSOR Bucket Drum Design Challenge . BHM Berg- und Hüttenmännische Monatshefte, 2. Source
    BibTeX
    @article{weissenbock2021our,
      title = {Our Contribution to the NASA RASSOR Bucket Drum Design Challenge},
      author = {Weißenböck, Stephan and Fimbinger, Eric},
      journal = {BHM Berg- und Hüttenmännische Monatshefte},
      volume = {166},
      number = {2},
      pages = {104--111},
      year = {2021},
      doi = {10.1007/s00501-021-01085-3},
      abstract = {Abstract NASA’s Artemis program aims to return humans to the Moon sustainably and efficiently by using new and improved technology, which is based on the concept of generating products with local materials, a practice called In Situ Resource Utilization (ISRU). Regolith excavation is the fundamental step in the ISRU chain to produce local commodities, such as propellants and breathing air, and to pursue construction operations. NASA is currently working on the Regolith Advanced Surface Systems Operations Robot (RASSOR), the key technology to enable extraterrestrial mining. The robot uses counterrotating bucket drums that capture regolith and keep it from falling out. NASA reached out to the public via GrabCAD to improve the robot’s design and chose five concepts, which will be tested and further improved. A team of three students from the University of Leoben (Dominik Höber, Andreas Taschner, and Stephan Weißenböck) took part in the challenge set by NASA and shared their ideas and concepts. They used this opportunity to implement their acquired knowledge from their studies and were also supported by a researcher from the Chair of Mining Engineering of the University of Leoben—Eric Fimbinger. The final design consists of three significant elements that were fused to increase efficiency: An outer helix, a spiral tunnel, and an inner helix. These three important components make up the concept which impressed the jury and reached fourth place out of approx. 350 entries. Due to the success of the project as well as the aroused interest amongst the students, further research projects were initialised as follow-ups, dealing with the topic of extraterrestrial mining. One is a research and development study covered by two master’s theses about excavation and conveying concepts on the Moon (see the article by Höber, Taschner and Fimbinger in this issue). The other one is in the form of a bachelor’s thesis to compare and analyse chosen concepts from the design challenge in a numerical simulation environment with equal conditions to allow virtual testing of those chosen designs.}
    }
  12. (2023). NASA: Infrastructure Pilot Excavator. nasa.gov/ipex
    BibTeX
    @misc{nasainfrastructure,
      title = {NASA: Infrastructure Pilot Excavator},
      organization = {nasa.gov},
      year = {2023},
      url = {https://www.nasa.gov/ipex/}
    }