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 Complex Systems in Engineering. A Symbolic Dynamics Approach for Anomaly Detection
Наименование:

Complex Systems in Engineering. A Symbolic Dynamics Approach for Anomaly Detection

автор Shalabh G. издательство Книга по Требованию Математический анализ. Кратные и криволинейные интегралы. Задачи, решения
Cтраниц 152        мягкая обложка       
Аннотация:These anomalies may alter the quasi-static behavior that causes performance degradation and can eventually lead to catastrophic failures. Therefore, for safe and reliable operation, it is essential to develop robust analytical tools for online degradation monitoring and for generating advanced warnings of emerging anomalies. A major challenge in these systems is online detection of behavioral uncertainties due to gradual evolution of anomalies (i. e. , deviations from the nominal condition). Maturity of scientific theories has facilitated creation of advanced technology of human-engineered complex systems. Since it is often infeasible to achieve the required modeling accuracy due to the presence of i) high dimensionality, ii) non-stationarity (possibly chaotic behavior), iii) nonlinearity, and iv) exogenous disturbances, time series analysis of appropriate sensor data provides one of the most powerful tools for degradation monitoring of complex systems. This book presents a data-driven pattern identification methodology, built upon multidisciplinary concepts of Symbolic Dynamics, Automata Theory and Information Theory, with diverse applications to complex electromechanical systems.
Автор: Shalabh G.
Издательство: Книга по Требованию
Год:2008
Цена:
2415 руб
Нет в наличии
Поиск: Complex Systems in Engineering. A Symbolic Dynamics Approach for Anomaly Detection
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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Діагностика і операційна тактика при постнекротичних ускладненнях гострого...

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