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Predictive maintenance evaluates the condition of equipment by performing periodic (offline) or continuous (online) equipment condition monitoring.The ultimate goal of the approach is to perform maintenance at a scheduled point in time when the maintenance activity is most cost-effective and before the equipment loses performance within a threshold.
The major functions and objectives of e-manufacturing are: “(a) provide a transparent, seamless and automated information exchange process to enable an only handle information once (OHIO) environment; (b) improve the use of plant floor assets using a holistic approach combining the tools of predictive maintenance techniques; (c) links entire ...
SpotBugs is the spiritual successor of FindBugs, carrying on from the point where it left off with support of its community. In 2016, the project lead of FindBugs was inactive but there are many issues in its community so Andrey Loskutov gave an announcement [16] to its community, and some volunteers tried creating a project with support for modern Java platform and better maintainability.
MTBF serves as a crucial metric for managing machinery and equipment reliability. Its application is particularly significant in the context of total productive maintenance (TPM), a comprehensive maintenance strategy aimed at maximizing equipment effectiveness. MTBF provides a quantitative measure of the time elapsed between failures of a ...
VisualVM is a visual tool integrating several commandline JDK tools and lightweight profiling capabilities. It is bundled with the Java Development Kit since version 6, update 7. FusionReactor, Java application performance monitoring - low overhead, production grade tools for production debugging, code profiling, memory and thread analysis
Nonlinear model predictive control, or NMPC, is a variant of model predictive control that is characterized by the use of nonlinear system models in the prediction. As in linear MPC, NMPC requires the iterative solution of optimal control problems on a finite prediction horizon.
The Predictive Model Markup Language (PMML) is an XML-based predictive model interchange format conceived by Robert Lee Grossman, then the director of the National Center for Data Mining at the University of Illinois at Chicago.
An open-source tool designed to find faults in the Linux kernel. Splint: 2007-07-12 (3.1.2) Yes; GPLv2 — C — — — — — An open-source tool statically checking C programs for security vulnerabilities and coding mistakes. StyleCop: 2016-05-02 (2016.1.0) Yes; Ms-PL — C# — — .NET — — Analyzes C# source code to enforce a set of ...