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Requirements for an Autonomous Control Architecture for Advanced Life Support Systems
Technical Paper
2005-01-3010
ISSN: 0148-7191, e-ISSN: 2688-3627
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English
Abstract
This paper builds upon a series of life support control experiments conducted at NASA Johnson Space Center and at Vanderbilt University. The experiments used two distinct, layered control architectures: (i) a model-based approach, and (ii) a procedural approach to control complex, distributed systems. Both sets of experiments produced good results, but they also brought out the strengths and weaknesses of the two in the context of requirements for long duration human missions. Our goal in this paper is to come up with the design requirements for an integrated architecture for autonomous controller design that combines the best of the two approaches. This paper provides a framework for integrated design and discusses the advantages it offers.
Authors
- G. Biswas - Dept. of EECS and ISIS, Vanderbilt University
- P. Bonasso - Metrica Inc. at NASA Johnson Space Center ER2
- S. Abdelwahed - Dept. of EECS and ISIS, Vanderbilt University
- E. J. Manders - Dept. of EECS and ISIS, Vanderbilt University
- J. Wu - Dept. of EECS and ISIS, Vanderbilt University
- D. Kortenkamp - Metrica Inc. at NASA Johnson Space Center ER2
- S. Bell - S&K Technologies Inc. at NASA Johnson Space Center ER2
Topic
Citation
Biswas, G., Bonasso, P., Abdelwahed, S., Manders, E. et al., "Requirements for an Autonomous Control Architecture for Advanced Life Support Systems," SAE Technical Paper 2005-01-3010, 2005, https://doi.org/10.4271/2005-01-3010.Also In
References
- NASA Exploration Systems Interim Strategy NASA HQ Document: NP-2004-07-362-HQ
- Duffield Hanford Lange “Advanced life support requirements document,” Tech. Rep. JSC-38571 NASA-Lyndon B. Johnson Space Center Houston, TX Sept. 2002
- Bonasso, R.P. Firby R. J. Gat E. Kortenkamp D. Miller, D. Slack M. “Experiences with an Architecture for Intelligent, Reactive Agents,” Journal of Experimental and Theoretical Artificial Intelligence 9 1 1997
- Abdelwahed, S. Wu J. Biswas G. Ramirez J. Manders E. J. “Online Fault Adaptive Control for Efficient Resource Management in Advanced Life Support Systems Habitation: International Journal for Human Support Research 10 2 105 116 2005
- Lai-fook, K. M. Ambrose, R. O. 1997 Automation of Bioregenerative Habitats for Space Environments Proceedings of the IEEE International Conference on Robotics and Automation 2471 2476 Albuquerque, NM IEEE
- Schreckenghost, D. Edeen, M. Bonasso, R. P. Erickson, J. 1998b Integrated Control of Product Gas Transfer for Air Revitalization Proceedings of the 28th International Conference on Environmental Systems Dan-vers, MA
- Firby, J. R. 1999 The RAPS Language Manual Neodesic, Inc. Chicago
- Freed, M. Harris R. Shafto M. Human Interaction Challenges is UAV-based autonomous surveillance the AAAI Spring Symposium 2004 Stanford, CA
- Elsaesser, C. Sanborn J. “An Architecture for Adversarial Planning,” IEEE Transactions on Systems, Man and Cybernetics 20 1 186 194 1990
- Wilkins, D. Myers K. A Multiagent Planning Architecture Artificial Intelligence Planning Systems 1998 Pittsburgh, PA
- Simmons, R. Dale, J. 1997 Inter-Process Communication: A Reference Manual CMU Robotics Institute
- Gat, E. 1998 Three-Layer Architectures Mobile Robots and Artificial Intelligence Kortenkamp, D. Bonasso, R. P. Murphy, R. AAAI Press
- Bonasso P. Kortenkamp D. Thronesbery C. “Intelligent control of a water recovery system: Three years in the trenches,” AI Magazine 19 43 2003
- Kortenkamp, D. Keirn-Schreckenghost D. Bonasso R.P. Adjustable Control Autonomy for Manned Space Flight IEEE Aerospace Conference 2000 Big Sky, MT
- Hanford, A.J. Transient Modeling Challenge: A Lunar Reference Mission for a 90-day Habitat NASA JSC Technical Report Sept. 2004
- Mosterman P. J. Biswas G. “A theory of discontinuities in dynamic physical systems,” Journal of the Franklin Institute 334B 6 401 439 1997
- Antsaklis P. Special Issue on Hybrid Systems 88 Proceedings of the IEEE July 2000
- Biswas G. Manders E.J. Ramirez J.W. Mahadevan N. Abdelwahed S. “Online Model-Based Diagnosis to Support Autonomous Operation of an Advanced Life Support System,” Habitation: International Journal of Human Support Research 10 1 21 38 2004
- Abdelwahed S. Wu J. Biswas G. Ramirez J.W. Manders E.J. “Online Hierarchical Fault-Adaptive Control for Advanced Life-Support Systems,” Proc. 34th Annual Meeting of Intl. Conf. on Environmental Systems (ICES) Colorado Springs, CO July 2004
- Kortenkamp D. Bell S. “BioSim: An integrated simulation of an advanced life support system for intelligent control research,” Proc. of the 7th Intl. Symposium on Artificial Intelligence, Robotics and Automation in Space 2003
- Abdelwahed S. Wu J. Biswas G. Ramirez J. Manders E.J. “Online Fault-Adaptive Control for Efficient Resource Management in Advanced Life Support Systems,” Habitation: International Journal of Human Support Research 10 2 105 115 2005
- Morari M. Lee J. Model predictive control: Past, present and future Computers and Chemical Engineering 23 667 682 1999
- Cury J. Krogh B. Niinomi T. Synthesis of supervisory controllers for hybrid systems based on approximating automata IEEE Trans. Automatic Control 43 4 564 568 1998
- Biswas G. Simon G. Mahadevan N. Narasimhan S. Ramirez J. Karsai G. “A robust method for hybrid diagnosis of complex systems,” 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (SAFEPROCESS) Washington, D.C. 1125 1130 June 2003
- Goudarzi S. Ting K.C. “Top level Modeling of Crew Component of ALSS,” Proc. 29th Annual Meeting of Intl. Conf. on Environmental Systems (ICES) July 1999