Industries
Machinery & Industrial Equipment Simulation
Simulate, Optimize, and Ship Better Industrial Machinery — Faster
SimScale’s AI-native platform gives equipment OEMs and plant engineers instant access to CFD, FEA, and thermal simulation. Run hundreds of design variants in parallel and get results in hours, not weeks.
SimScale enables rapid simulation of complex machinery assemblies, covering CFD, FEA, thermal, and electromagnetic analysis, in a simple-to-use cloud-native platform.
How SimScale benefits Machinery & Industrial Equipment
Accelerate design cycles without HPC overhead
SimScale runs on elastic cloud infrastructure, so your team can run dozens of simulations in parallel, explore more design configurations, and ship validated products faster — no HPC procurement, no capacity constraints.
Reduce physical prototyping costs
Catch structural failures, flow inefficiencies, and thermal hotspots before a single prototype is built. SimScale's Engineering AI automates meshing and setup, so engineers spend more time on design decisions and less time on simulation prep.
Scale simulation across the entire engineering team
Design engineers, R&D teams, and product leads can all access and run simulations, breaking the specialist bottleneck and enabling simulation-driven decisions at every stage of product development.
Simulation built for complex machinery
Optimize complex machinery across all physics in one platform
SimScale's unified platform covers fluid flow through pumps and valves, structural stress in rotating machinery, and thermal behavior in industrial ovens. Covers CFD, FEA, thermal, and electromagnetic analysis. No switching tools, no data translation overhead.
Physics AI cuts solve times from hours to seconds
SimScale's Physics AI delivers instant predictions based on high-fidelity simulation data. Design engineers can explore geometry changes (impeller profiles, valve geometries, heat exchanger fin spacing) in seconds, and reserve full solver runs for final validation. This dramatically compresses the design iteration loop without sacrificing accuracy.
Browser-based collaboration for distributed engineering teams
SimScale stores all geometry, setup, and results in the cloud, giving distributed teams a single environment to review results, share setups, and iterate together — across sites, suppliers, and time zones, with no local infrastructure required.
Proven across the industrial equipment portfolio
SimScale covers the full machinery portfolio. From rotating equipment and fluid systems to large-scale thermal and electromagnetic analysis.
Pumps, valves & fluid systems
Optimize flow rates, pressure drop, and cavitation resistance before committing to hardware. Run hundreds of design variants in parallel.
Rotating machinery & structural integrity
Predict fatigue life, resonance frequencies, and structural failure modes under real operating loads. Validate before the first prototype is built.
Heat exchangers & thermal management
Model conjugate heat transfer, fluid temperature distribution, and thermal efficiency. Identify hotspots and thermal bottlenecks early in the design cycle.
HVAC & integrated assemblies
Simulate airflow, pressure distribution, and thermal behavior across integrated HVAC and electro-mechanical assemblies in a single environment.
Industry-specific case studies
Engineering teams across the machinery sector use SimScale to compress design cycles and reduce physical testing.
See all solutionsOptimization cycle: months to under 1 hour
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"We now have an AI model that can generate a new optimized design in under an hour, and I have complete confidence in the results."
30% reduction in design iteration turnaround time
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"Implicit modeling and direct simulations on implicit geometry is a real step change in speed and robustness of optimization workflows and necessary to unlock the real potential of additive manufacturing."
60 design variants studied in 2 weeks · 25 departments on cloud simulation
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"The deployment was made very easy for us, due to three key factors: (i) no local installation or hardware required, (ii) easy and secure access with single-sign-on, and (iii) first-class support of the Customer Success and Support team at SimScale."
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FAQs
New to industrial equipment simulation or evaluating SimScale? Here are the questions we hear most.
ContactSimScale supports simulation across a broad range of machinery and industrial equipment, including pumps, valves, fans, heat exchangers, rotating machinery, filtration systems, industrial ovens, and plant piping. It covers CFD, FEA, thermal, and electromagnetic analysis in a single platform.
No. SimScale runs entirely in a standard web browser: no installation, no hardware setup, no HPC cluster required. All compute runs on elastic cloud infrastructure managed by SimScale. Your team can start simulating the same day they sign up.
By combining live sensor data with Physics AI models, SimScale digital twins can forecast performance degradation and identify potential component failures before they occur. This shifts maintenance from reactive — fixing things after they break — to predictive, where teams can schedule interventions at the optimal time, preventing unplanned downtime and extending asset life.
SimScale supports coupled multi-physics analyses, including conjugate heat transfer (CHT), thermal-structural coupling, and fluid-structure interaction, within a single platform. Engineers can simulate the interaction between fluid flow, structural loads, and thermal effects on multi-body assemblies from a single CAD model.
Yes. SimScale supports company-wide simulation rollout with role-based access, centralized project management, and API integration with existing CAE and PLM tools. Volume licensing is available for teams of all sizes, and the platform scales from individual engineers to hundreds of concurrent users.
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