Verification and Optimization of Cyber-Physical Systems: Preprint for FedCSIS

Autor:	Soltani, Reza, Kang, Eun-Young, Mena, Juan Esteban Heredia
Rok vydání:	2021
Předmět:	Computer Science - Software Engineering
Druh dokumentu:	Working Paper
Popis:	Optimizing CPS behavior in terms of energy consumption can have a significant impact on system reliability. The environment influences the system's behavior, and neglecting the environmental behavior has an indirect negative impact on optimizing the system's behavior. In this work, to increase the system's flexibility, the behavior of the environment is modeled dynamically to apply the disorderliness of its behavior. The resulting models are formally verified. By examining the past environmental behavior and predicting its future behavior, energy optimization is done more dynamically. The verification results acquired using a UPPAAL-SMC show that the optimization of system behavior by predicting the environmental behavior has been successful. Our approach is demonstrated using a case study within an I4 setting. Comment: Preprint for 16th CONFERENCE ON COMPUTER SCIENCE AND INTELLIGENCE SYSTEMS (FedCSIS 2021)
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2109.01574 Zobrazit plný text záznamu View this record from Arxiv