CFD Analysis
Internal and external flow, pressure loss, heat transfer, rotating machinery, ventilation, and design comparisons for fluid systems.
View CFD portfolioCFD / FEA / AI/ML / Multiphysics
Simulation-led engineering for industries that need confident design analysis and risk assessment before a decision is made.
Engineering clarity
IndoSim supports product teams, manufacturers, and R&D groups with practical simulation studies: scoped tightly, documented clearly, and connected to the tradeoffs that matter in design reviews. We also help teams integrate AI/ML into their engineering data analysis and their simulation workflows, from deploying basic ML workflows to creating surrogate models to physics-informed learning.
Capabilities
Internal and external flow, pressure loss, heat transfer, rotating machinery, ventilation, and design comparisons for fluid systems.
View CFD portfolioLinear and nonlinear stress, contact, vibration, fatigue screening, buckling, and load-path refinement for mechanical components.
View FEA portfolioEngineering data analytics, simulation automation, surrogate models, reduced-order workflows, physics-informed learning, and data-assisted design exploration and risk assessment.
View AI/ML portfolioHigh-fidelity simulation & HPC
When a client needs finer meshes, turbulence-resolving CFD, large nonlinear FEA, multiphysics coupling, or design ensembles, IndoSim can execute high-fidelity studies using high-performance computing (HPC). Compute resources, solver strategy, and model fidelity are selected around the engineering question, turnaround, available data, and budget.
Industries
HVAC airflow, thermal comfort, smoke control, wind microclimate, safety and failure-risk analysis, and code-compliance design validation.
Fans and blowers, ducting, cyclones, separators, heat exchangers, piping skids, and integrated process equipment.
Product design validation for pressure drop, cooling, structural strength, vibration, and performance improvement.
Flow assurance, topside ventilation, flare dispersion, sloshing, vibration, fatigue, safety and failure-risk analysis, thermal and flow efficiency, and code-compliance design validation.
Hydrodynamics, vessel resistance, ventilation, and structural checks for ships, port equipment, and marine operations.
Joint research shaped around investigator priorities, plus paid technical consultation and independent review for undergraduate and postgraduate research.
Traceable assumptions, transparent modeling choices, and concise design recommendations.
Support for concept studies, redesign loops, validation planning, and supplier-ready reports.
Structured checkpoints keep stakeholders aligned without slowing the analysis work.
Project inquiry
IndoSim can help scope the right level of analysis, from a quick feasibility study to a deeper CFD or FEA investigation.