BlogMengenal Software CAE Indonesia: Definisi, Fungsi, dan Manfaat untuk Industri
Di tengah pesatnya perkembangan teknologi rekayasa, adopsi CAE di Indonesia menjadi kunci utama dalam meningkatkan efisiensi dan produktivitas berbag…
Read Article
Digital Twin Simulation for Predictive Engineering
A digital twin, powered by analytics and simulations, is a virtual counterpart of a real-world asset. It replicates the behavior and lifecycle of the physical asset through integrated multidomain system simulations. Hybrid digital twins facilitate system design, predictive maintenance, and enhance industrial asset management.
Blogs 2
Browse allBlog
BlogGaN and SiC Semiconductors: Pioneering the Future of Power Electronics
Imagine an electric vehicle that recharges in under 15 minutes. Discover how Gallium Nitride (GaN) and Silicon Carbide (SiC) semiconductors and Ansys…
Read Article
Ansys TwinAI
Ansys TwinAI is an AI-augmented, simulation-based digital twin platform designed to validate digital twin models within environments typically found in cloud infrastructures, which include simulation engines, operating systems, and data streams.
- FMI/FMU Composer
- Hybrid Analytics
- Easy Path to Scaled Deployment
- Deployment Services
Twin Builder
Ansys Twin Builder enables quick digital twin creation, enhancing lifecycle management, predictive maintenance, and cost savings.
- Build and validate system models and digital twins
- Reduced Order Modeling (ROMs) for physics and data
- Built-in libraries to create complete system models
- Virtual prototype of a deployed system
Applications
Battery Management
Combining physics and data modeling to enable real-time monitoring, predictive maintenance, and performance optimization.
Wind Turbines
An integrated solution for BMS development that allows for risk-free virtual testing.
Power Electronics
Comprehensive wind turbine simulation, from embedded software to sizing, predictive maintenance and digital twins.
Electric Motors
Power electronics systems are complex. Simulation provides the tools to efficiently solve high-level design challenges, improve performance and drive innovation.
Gas Liquid Systems
Full system integration from the concept design stages to analysis optimization and verification.
Controls
Use simulation to efficiently de-gas liquid process equipment, maximizing yield and improving productivity.
Heat Exchangers
Design and optimize technologies that reduce emissions, energy use and waste.
Rotating Machinery
Optimal heat exchanger design for performance and energy efficiency, material selection, durability and life prediction under harsh conditions.
Industrial Flow Network
Ansys offers state-of-the-art software to help design a wide variety of rotating machinery equipment. Whether you are developing fans, pumps, compressors or turbines, Ansys simulation software allows you to quickly iterate and improve on designs.
FAQs
What is a digital twin?
A digital twin is a virtual replica of a physical asset, system, or process that is continuously updated with real-world operational data. It combines physics-based simulation with live sensor inputs to mirror the current state of its physical counterpart and support predictive decision-making.
What is Ansys Twin Builder?
Ansys Twin Builder is a multi-domain system simulation platform that enables engineers to create, validate, and deploy physics-based digital twins. It combines ROM technology, machine learning, and real-time IoT data integration to build operational twins that run in industrial deployment environments without requiring Ansys licences on the target hardware.
How do digital twins support predictive maintenance?
Digital twins continuously compare live sensor data against physics-model predictions to detect deviations that indicate degradation or developing faults. By tracking accumulated damage and remaining useful life in real time, they enable maintenance to be scheduled based on actual asset condition rather than fixed intervals — reducing both unplanned downtime and unnecessary servicing.
What is a reduced-order model (ROM)?
A reduced-order model compresses a high-fidelity simulation — such as an FEA or CFD model — into a compact mathematical representation that reproduces the same physics at a fraction of the computational cost. ROMs are essential for digital twin deployment because they allow rigorous physics to run in real time on edge or cloud hardware.
How does Ansys Twin Builder integrate with IoT platforms?
Ansys Twin Builder exports digital twins as portable runtime packages with standard REST API interfaces. These runtimes can be connected to industrial IoT platforms — such as AWS IoT, Azure Digital Twins, or PTC ThingWorx — to receive live sensor data streams and return updated state estimates, predictions, and recommendations through the same interface.
What industries benefit most from digital twins?
Digital twins deliver the greatest value in industries with complex, high-value, or safety-critical assets — including energy and utilities, aerospace and defence, automotive and EV, industrial machinery, and semiconductor manufacturing. Any sector where unplanned downtime is costly or where continuous performance optimisation drives competitive advantage can benefit from digital twin technology.
Let's Build What's Next Together
Whether you're solving complex engineering challenges, accelerating innovation, or exploring new possibilities with simulation and digital engineering, our team is ready to support you. Backed by deep technical expertise and industry experience, we work closely with organizations to transform ideas into reliable, high-performance solutions. Connect with us to discover how CADFEM can help drive your next breakthrough.
CONTACT US