Simuspace

Smart SDM with a Powerful Workflow Manager

To meet these challenges, our team developed SIMuSPACE, an advanced Smart SDM with a modular, scalable architecture designed for data management and workflow standardisation. Built with a technology stack of Java, Next.js, Postgres, and Vanilla JavaScript, SIMuSPACE was tailored to the specific needs of industries such as automotive engineering.

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Data Management Module

• SIMuSPACE offers a flexible configuration of data types and properties based on customer requirements. The system supports both highly standardised and individual data objects, allowing engineers to work locally with automatic server synchronisation.
• Core functionalities include version control, CheckIn/CheckOut of objects, and data traceability, ensuring every change is tracked and retrievable. Additionally, third-party applications are integrated into the system, enabling users to open preconfigured files directly.

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Workflow Manager

• The workflow manager was designed to standardise any complex user process while embedding third-party software, such as commercial CAE (Computer-Aided Engineering) tools.
• The system controls HPC clusters, manages the versioning and lifecycle of workflow templates, and ensures intellectual property protection. The role-based access control system ensures only authorised personnel can manage or edit workflows, making the system secure and reliable.
• By interacting with external databases and data management systems, the workflow manager integrates seamlessly into a company’s larger IT ecosystem.

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Dynamic Data Analytics

• Our team built a dynamic dashboard for data analytics using Apache ECharts and Plotly, providing engineers with powerful tools to visualise and interpret complex simulation data.
• The dashboards offer intuitive, real-time visualisations of multidisciplinary simulations, allowing for deeper insights into engineering data, similar to the capabilities provided by platforms like Power BI and Tableau.

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Modular and Scalable Architecture

SIMuSPACE’s open and scalable structure allows it to be easily integrated into any existing IT infrastructure. Its plug-in architecture supports the connection of various development tools, enabling continuous product development across multiple engineering disciplines. The system’s modularity ensures that new features and tools can be added without disrupting existing operations, making it highly adaptable to evolving business needs.

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SIMuSPACE has been widely adopted, especially by companies like BMW, due to its robust, scalable, and customizable features. The key outcomes include:

• Improved Data Management: The system’s ability to version, trace, and manage data across different teams and locations improved collaboration and operational efficiency. Engineers could confidently work on the same data set with local synchronisation and centralised server control.
• Streamlined Workflows: The workflow manager standardised complex processes, helping teams execute multidisciplinary simulations with greater consistency and control. The integration with external databases and CAE tools improved operational speed and decision-making.
• Enhanced Data Analytics: The dynamic dashboard, built with Apache ECharts and Plotly, allowed users to visualise complex simulation data in real-time, offering insights that facilitated better engineering outcomes. The intuitive visualisations proved essential for decision-making across various stages of the product development lifecycle.
• Scalability and Flexibility: The modular structure of SIMuSPACE allowed it to grow alongside the evolving needs of clients, like BMW. Its ability to integrate new tools and expand across multiple locations demonstrated the platform’s long-term scalability and flexibility.

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SIMuSPACE successfully addressed the challenges of data management and workflow optimization, becoming a valuable tool for CAE engineers and industries focused on large-scale, multidisciplinary product development.

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