The functionalities of ASCMO-DYNAMIC can be expanded for specific tasks using the add-ons listed below.

ASCMO-MCI (Model Compression)

ASCMO-MCI enables users to create models with significantly reduced complexity in terms of memory requirements and computing time. Its functionality includes an advanced compression algorithm that reduces the number of basic functions needed for the desired model accuracy. It furthermore includes a module for “symbolic regression”. This provides a special way of identifying functional correlations between inputs and outputs of a given system. Since the resulting model contains only simple mathematical operations, it is usually uncomplicated and efficient and can most likely be executed on a real-time critical system. In addition, these models are typically physically interpretable, thus making it possible to also use the highly accurate ASCMO models in real-time critical environments like ECUs.

ASCMO-ME (Model Export)

ASCMO-ME enables models generated with ASCMO to be exported in the following formats: C code, MATLAB®/Simulink®, Python, ETAS INCA / MDA, Excel VBA, GT‑SUITE, or FMI/FMU. These models can be used outside the ASCMO environment without the need for license verification.

ASCMO-SDK (Software Development Kit)

ASCMO-SDK provides a MATLAB® interface to ASCMO. This allows ASCMO to be controlled remotely via a command line as well as via scripts, and it allows user-defined functionalities to be integrated into the ASCMO environment. These can be, for example, any kind of visualization or data processing or even modeling and optimization algorithms. Moreover, this interface can be used to establish a connection to test bench automations.