Improved System Identification and Assessment Procedures for Direct Sensing, Analysis and Real-Time Diagnosis

9523304琼斯该项目将设计和开发一个集成的传感器系统，并配备兼容的设计工具，以实现对复杂机械或结构系统的结构状态的实时、交互评估。该诊断工具的组成包括：卡尔曼滤波辨识模型、基于加速度计的传感器系统和广义部分可观测马尔可夫设计过程模型。该系统的广泛适用性包括与延长发电设施寿命有关的结构问题；对复杂的电力传输和管道系统的实时监测和评估；以及信号的建模和控制以及系统不稳定性的控制。***

9523304 Jones The project will design and develop an integrated sensor system coupled with a compatible design tool that will enable real-time, interactive assessment of the structural state of a complex mechanical or structural system. The components of this diagnostics tool are: a Kalman-filter identification model, an accelerometer-based sensor system and a generalized partially observable Markov design process model. The broad applicability of the system includes structural problems associated with extending the lifetimes of power generating facilities; real-time monitoring and assessment of complex power transmission and piping systems; and modeling and control of signal and control of system instability. ***