公开(公告)号：US20230035541A1

公开(公告)日：2023-02-02

申请号：US17386965

申请日：2021-07-28

Applicant: Oracle International Corporation

Inventor： Menglin Liu ,  Richard P. Sonderegger ,  Kenneth P. Baclawski ,  Dieter Gawlick ,  Anna Chystiakova ,  Guang C. Wang ,  Zhen Hua Liu ,  Hariharan Balasubramanian ,  Kenny C. Gross

IPC: G06N7/00 ,  G06N5/04 ,  G06K9/62 ,  G06K9/00

Abstract: The disclosed embodiments relate to a system that optimizes a prognostic-surveillance system to achieve a user-selectable functional objective. During operation, the system allows a user to select a functional objective to be optimized from a set of functional objectives for the prognostic-surveillance system. Next, the system optimizes the selected functional objective by performing Monte Carlo simulations, which vary operational parameters for the prognostic-surveillance system while the prognostic-surveillance system operates on synthesized signals, to determine optimal values for the operational parameters that optimize the selected functional objective.