Collection of software tools for modelling, simulation and optimization of real-world processes, suitable for heavy industries which rely on complex equations and systems. #Real-world process #Process simulation #Industry optimization #Simulation #Simulate #Process
Scientific studies and industries heavily rely on machinery, computer applications, and a great deal of accuracy. Various simulations need to be run and multiple tests performed, in which numbers can dictate the outcome. In this regard, DAE Tools comes as a Python library for modeling and simulating processes in heavy industries.
DAE Tools can process mathematical equations and provide relevant descriptions of chemical, physical, or even socio/economic phenomena. Although able to perform calculus, the library is a cross-platform equation-oriented optimization and modelling system.
It supports calculus of both ordinary and discontinuous equations. The latter types are always handled by the framework. Reports can be then generated and exported as XML, whereas the view provides accurate math representation due to the MathML support.
Multiple built-in solvers make it possible to get around a variety of different equations. The Sundials IDAS solver takes care of DAE systems and calculates sensitivities. On the other hand, BONMIN, IPOPT, and NLOPT solvers are used with NLP/MINLP problems. Third-party solvers are interfaced and can be used as well.
It’s not a stand-alone components, and it needs to be used with particular programming languages, such as Python or C++. Programs can then be compiled within independent executables, so the end-user doesn’t have to install additional libraries for application functionality.
System requirements
What's new in DAE Tools 1.9.0:
- Dimensionless quantity objects now use a global dimensionless unit object.
- This saves a lot of memory (500 MB out of 2-3GB in some cases).
- Finite Element models clear the unused memory saving a lot of memory.
- AdNode classes can optionally use boost memory pools for allocation of setup and runtime nodes.
DAE Tools 1.9.0
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- Windows All
- file size:
- 138 MB
- filename:
- daetools-1.9.0-win32.zip
- main category:
- Science / CAD
- developer:
- visit homepage