Product Overview

Data-driven modeling and simulation tools based on machine learning, capable of creating digital twins for various equipment performance, and supporting digital twin-based digital experiments and hybrid digital-physical experiments. They can be used to simulate and optimize physical test plans, replace high-risk physical tests, monitor the process of physical tests, and reduce the risks associated with physical tests.

Core Advantages

Data-driven modeling

Equipped with a variety of mainstream data-driven modeling methods, highly versatile, suitable for all types of equipment and various professions. It enables the integration of multi-source data such as simulation and actual measurements for modeling, enhancing the accuracy and applicability of the model.

Twinning model assembly technology

Supports assembly of multiple twin models and integration with other simulation models that comply with FMI standards, enabling the construction of models for complex systems and scenarios, as well as system-level simulation.

Digital Trials

Digital testing functionality, which can be used to replace costly and high-risk physical tests, as well as for dynamic simulation and optimization of physical testing plans

Digital and physical integration test

Integrated numerical and physical testing function, suitable for fault monitoring and alerting during the physical testing process, as well as for the health management of the tested equipment and testing devices.

3D scene setup

Features a modular building function with complex 3D scenes, allowing users to freely construct 3D environments and supports real-time and simulation data visualization in 3D.

Feature characteristics

Data Preparation

Data preprocessing, data filtering, and experimental design

Data-driven twin modeling, model validation, model calibration, sensitivity analysis, uncertainty quantification

Trial System Setup

Supports heterogeneous model assembly, integrating multiple twins into a single system

Digital Testing

Conduct digital tests according to the specified test conditions and procedures.

Digital and physical integration test

Integrate with the physical test data collection system to real-time import physical test data, driving the digital test system's operation.

Two-dimensional visualization of test data

Built-in multiple chart controls, supporting real-time display and playback of experimental data

3D scene setup and data visualization

Supports modular construction of 3D scenes, and allows for the display and playback of experimental data within the 3D environment.

Equipment health status monitoring and alerting

Customizable alert rules and various alert modes supported