Okean Projects and MONSID Applications
MONSID has been extensively tested, verified, and validated, including performance analysis.
More importantly, MONSID has been actively used over a wide variety of actual systems.
JPL Athena Test Rover
MONSID uncovered surprise behaviors, unanticipated interactions between controller and planner, real faults, terrain-induced stalls, motor stalls, hidden/masked faults that would have fooled a traditional monitor.
Caltech State-of-the-Art Test Facility
Here’s a video the CAST team posted of a recent demo where MONSID was utilized to help them determine when a problem was encountered. MONSID software is showcased in the top 2 charts. For this demo, the satellite was supposed to adjust orientation around the asteroid (the spud-looking thing on the wall) using its reaction wheels. About 20 seconds into the demo, one of the wheels failed. MONSID detected the failure (the blue line spikes in the top chart) and the information was used by the planner (provided by JPL) to effectively update the plans (and hence switch to other controlling hardware) to allow completion of the originally desired task.
Technology Development and Studies
- Part of NASA JPL's Autonomy Framework
- Target system for Model-Based System Assurance techniques at JPL
- Integrated with NASA's F' (F Prime) system for use on the ASTERIA CubeSat
- Integrated with ROS (Robot Operating System) at CalTech's CAST lab
- Built as a NASA cFS (Core Flight System) application for use on the Air Force Research Lab's autonomy test bed
NASA SBIR Phase I 2021 Project: Fault Management Analysis for Model-Centric Systems Engineering Tools
November 19, 2021
This was a SBIR Phase I 6-month project with the Jet Propulsion Laboratory that included early technical development to determine the feasibility of the innovation.
This is a broad topic covering innovations to Fault Management (FM) design and implementation for NASA’s spacecraft programs.
The goal is to provide a system capability for management of future spacecraft, including onboard and offboard or ground-based components. Offboard components such as modeling techniques and tools, development environments, and verification and validation (V&V) technologies are needed, provided they contribute to novel or capable on-board fault management.
We proposed to improve FM system modeling and analysis by integrating our MONSID® model-based fault management tool/system with JPL’s Computer Aided Engineering for Systems Architecture (CAESAR) platform, thereby creating greater visibility into the FM process and lowering the barriers to entry for users who are not FM experts. The combined capability would advance the practice of FM to ultimately decrease labor and schedule costs while ensuring FM system robustness and appropriateness.
While the main application is FM design and software development, it could also be used in integration and test (I&T) and operations phases to update onboard FM models and in support of recovery operations.
NASA SBIR Phase I 2020 Project: Model-based Fault Diagnosis for Autonomous Propellant Management
March 1, 2021
This was a 6-month SBIR Phase I project with Kennedy Space Center that included early technical development to determine the feasibility of the innovation.
The topic covers Autonomous Operations Technologies (AOT) that support activities performed by rocket engine test facilities, propellant servicing systems, processing and launch of vehicles and payloads, and for extended surface operations on the Moon and Mars. AOT performs functions such as systems and components’ fault prediction and diagnostics, anomaly detection, fault detection and isolation, and enables various levels of autonomous control and recovery from faults, where recovery may include system repair and/or reconfiguration.
We proposed our MONSID technology in support of Autonomous Propellant Management (APM). MONSID supports autonomous operations technology requirements to reduce operations and maintenance costs and minimizes human in the loop intervention. Applied to propellant management and test facilities, the MONSID technology can provide a critical component for autonomous health management of these systems.