Hybrid models are an essential step in combining AspenTech process models and machine learning technology that can lead to significant changes and advancements in engineering processes and improve the performance of facilities. AspenTech is demonstrating industry leadership by adding unique AI capabilities with the application of cognitive analytics to address age-old issues with knowledge transfer and operator acceptance of systems like Advanced Process Control.Īspen Hybrid Models have made great strides in chemical engineering. With progress to further unify planning, scheduling, production accounting and maintenance functions, users can break down silos and extract more value from software. This is especially useful in complex algorithms where it is not clear if a branch of code is reachable or not.AspenONE 14 is more powerful than ever, using artificial intelligence technology to deliver deep business analytics with the goal of increasing security, stability, increasing efficiency, and improving performance.ĪspenTech’s new release of V14 shows a commitment to innovation with new software to accelerate customers’ sustainability programs. Often, you'll see that code that cannot be covered by tests, is actually unused/dead code that can be safely discarded. In addition to using these 3 rules, I'd advise measuring code coverage by tests and striving for having full coverage. If a code element is used only through reflection, these rules might consider it as unused which is not the case. This is static analysis, hence the prefix Potentially in the rule names.
This is because they detect not only unused types and methods, but also types and methods used only by unused dead types and methods (recursive). If you click these 3 links toward the source code of these rules, you'll see that the ones concerning types and methods are a bit complex. The tool can also be integrated into your CI process and it can build reports that will show rules violated and culprit code elements. NDepend is integrated in Visual Studio, thus these rules can be checked/browsed/edited right inside the IDE. Potentially dead Types (hence detect unused class, struct, interface, delegate.).Around 200 default code rules are proposed, 3 of them being dedicated to unused/dead code detection: NDepend proposes to write Code Rule over LINQ Query (CQLinq). Disclaimer: I am one of the developer of this tool. The tool NDepend can help find unused code in a.
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