针对新项目的创新及协作式同步项目管理
汽车及交通运输行业
Integration of mechanical, software and electronic systems technologies for vehicle systems
了解行业应用能源与公用事业
Supply chain collaboration in design, construction, maintenance and retirement of mission-critical assets
了解行业应用Heavy Equipment
Construction, mining, and agricultural heavy equipment manufacturers striving for superior performance
Explore Industry工业机械与重型装备行业
Integration of manufacturing process planning with design and engineering for today’s machine complexity
了解行业应用Insurance & Financial
Visibility, compliance and accountability for insurance and financial industries
Explore IndustryMedia & Telecommunications
Siemens PLM Software, a leader in media and telecommunications software, delivers digital solutions for cutting-edge technology supporting complex products in a rapidly changing market.
Explore IndustrySmall & Medium Business
Remove barriers and grow while maintaining your bottom line. We’re democratizing the most robust digital twins for your small and medium businesses.
Explore IndustrySiemens Digital Industries Software Simcenter Studio
Siemens Digital Industries Software Simcenter Studio
Simcenter Studio is an application in the Simcenter portfolio for generating and evaluating system architectures during the early concept phase. The software includes patented technology for engineers and data scientists to create novel and topologically different system architectures. Simcenter Studio also combines system simulation, optimal control methods, and reinforcement learning on top of a state-of-the-art machine learning and scientific computing stack to automatically simulate and evaluate of hundreds of these architectures. This allows engineers and data scientists to create user defined procedures in computational notebooks for generative engineering.
Simcenter Studio is an application in the Simcenter portfolio for generating and evaluating system architectures during the early concept phase. The software includes patented technology for engineers and data scientists to create novel and topologically different system architectures. Simcenter Studio also combines system simulation, optimal control methods, and reinforcement learning on top of a state-of-the-art machine learning and scientific computing stack to automatically simulate and evaluate of hundreds of these architectures. This allows engineers and data scientists to create user defined procedures in computational notebooks for generative engineering.
Generate system architectures by expressing what is needed and let the software help you discover novel designs. Driven by a patented AI technology, Simcenter Studio generates a wide range of system architectures from an engineering-friendly formal model description. This avoids the problem of design fixation using a systematic and reproducible approach which also captures essential knowledge in the early design phase.
Evaluate generated or imported system architectures by system simulation from inside of computational notebooks. Computational notebooks combine narrative text, mathematical equations, code, models, and visualization so that workflows, user-defined procedures, executable models, and documentation are included in the same place. Accelerate your evaluation runs by automatically spawning and pooling system simulations via an advanced scriptable interface using Python. Gather all results into a single HDF5 file to ease post-processing. This way computational notebooks enable design decisions to be reproducible and documented.
Automate controller generation to create the most accurate and realistic trade studies possible in the early design stages. Use either a model-free approach via reinforcement learning or a model-based approach via optimal control. Execute the closed-loop evaluation of hundreds or thousands of variants to gain a competitive edge.
Bring all relevant stakeholders together to do multi-attribute balancing with an intuitive web-based application. Use AI to generate compliant architectures and leverage an interactive tool for cross-filtering and ranking of thousands of designs. A recommender system can suggest potentially overlooked alternatives from the vast design space. Set up your own workflows to generate use-case specific reports in computational notebooks to enable targeted discussions on individual designs.