An automated system repair framework with signal temporal logic
نویسندگان
چکیده
Abstract We present an automated system repair framework for cyber-physical systems. The proposed consists of three main steps: (1) simulation and fault detection to generate a labeled dataset, (2) identification the repairable temporal properties leading faulty behavior (3) repairing avoid occurrence cause identified in second step. express as past time signal logic (ptSTL) formula efficient monotonicity-based method synthesize ptSTL from dataset. Then, third step, we modify by removing all behaviors that satisfy representing fault. apply two rich modeling formalisms: discrete-time dynamical systems timed automata. For both them, define formulae, corresponding procedures, illustrate them over case studies.
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ژورنال
عنوان ژورنال: Acta Informatica
سال: 2021
ISSN: ['1432-0525', '0001-5903']
DOI: https://doi.org/10.1007/s00236-021-00403-z