Synthesis of reactive control protocols for switch electrical power systems for commercial application with safety specifications
Abstract
This paper presents a method for the reactive synthesis of fault-tolerant optimal control protocols for a finite deterministic discrete event system subject to safety specifications. A Deterministic Finite State Machine (DFSM) and Behavior Tree (BT) were used to model the system. The synthesis procedure involves formulating the policy problem as a shortest path dynamic programming problem. The procedure evaluates all possible states when applied to the DFSM, or over all possible actions when applied to the BT. The resulting strategy minimizes the number of actions performed to meet operational objectives without violating safety conditions. The effectiveness of the procedure on DFSMs and BTs is demonstrated through three examples of switched electrical power systems for commercial application and analyzed using run-time complexity analysis. The results demonstrated that for large order system BTs provided a tractable model to synthesize an optimal control policy.
Additional Information
© 2016 IEEE. Date of Conference: 6-9 Dec. 2016. Date Added to IEEE Xplore: 13 February 2017. The authors would like to thank Scott Livingston, Ivan Papusha, and the anonymous reviewers for helpful comments. This work was supported in part by IBM and UTC via the iCyPhy consortium.Attached Files
Submitted - ccom16-ssci.pdf
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Additional details
- Eprint ID
- 74418
- DOI
- 10.1109/SSCI.2016.7849873
- Resolver ID
- CaltechAUTHORS:20170221-080512453
- IBM
- United Technologies Corporation
- Created
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2017-02-21Created from EPrint's datestamp field
- Updated
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2021-11-11Created from EPrint's last_modified field