Improve Synthesized Supervisor Readability
2 weken geleden
About the Project
TNO is seeking a talented MSc student to contribute to the improvement of synthesized supervisor readability in control systems. The goal of this project is to enhance the design of control systems by optimizing the representation of guards, which are crucial for ensuring safe control and explainability.
Background
Cyber-physical systems consist of mechatronic components controlled by software, including supervisory controllers that orchestrate system interactions. Industrial-scale systems often have complex and non-trivial supervisory controllers, making it challenging to develop them correctly. Synthesis-based engineering (SBE) provides assistance by combining model-based engineering with computer-aided design, building on the synthesis procedure to compute correct-by-construction controllers from system models and requirements.
Research Objectives
The primary objective of this project is to explore alternative strategies for computing and/or converting extra guards for controllable events to improve their conciseness and readability. This involves investigating existing literature, shaping new ideas based on the literature, implementing the ideas, and validating the approach. Potential strategies include using alternative binary representations, such as multi-valued decision diagrams (MDDs), or reusing results from related fields like multi-level logic circuit optimization.
Expected Outcomes
If successful, the results of this project could be incorporated into the Eclipse ESCET open-source project, enhancing the readability and conciseness of synthesized supervisors. This would contribute to the development of more explainable and trustworthy control systems, with real industrial impact.
Requirements
To be eligible for this project, you should be an MSc student in Computer Science or Mathematics, with an affinity for formal methods, programming (in Java), and event-based systems. You should also have a sufficient level of English proficiency, be a team player, and be capable of independent work. Additionally, you should have an open and enthusiastic mindset, striving for high-quality research with real industrial impact.
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