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An adaptive neuro-fuzzy inference system-based partial least squares (ANFIS-PLS) method was proposed for monitoring nonlinear processes. The ANFIS was used as a predictor to represent the nonlinear relationship between input and output score variables in each inner loop of PLS, and fuzzy c-means clustering was employed to determine the number of fuzzy rules. Moreover, the hybrid learning algorithm...
As information security chips are more widely used in the field of information security, the security of chips becomes increasingly important, which has also been a hot research field of information security. With the advances in technology, a chip-invasive method of attack which uses laser or focused ion beam (FIB) to change the chip's internal signal line, and then probe the chip's secret information...
Audits are performed to ascertain the validity and reliability of information, also to provide an assessment of a system's internal control. Analyzed here is an incremental design of unified auditing and monitoring platform (UAM) in view point of business software. In fact, UAM is an integrated managing system of logs and running parameters. Database is the core of all kinds of management information...
In order to integrate process operation system effectively, a multi-layer information integration framework is proposed. Firstly, the characteristics of process operation system are analyzed, and then the data and functions that need to be published are confirmed. Secondly the process operation system is wrapped into web service. Then enterprises can dynamically integrate all web services distributed...
For implementing the online linear regression for the chemical product development process, based on web service technology, a linear regression service is proposed by encapsulating the linear regression function in Matlab. The service can get real-time data from winCC control platform and execute linear regression to get a regression function, and the GAMS will use the regression function to create...
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