Engineering Insights & Simulation Blog
Practical, engineer-to-engineer guides on simulation, design, and product development with Kaizenat and Ansys.
EV Industry / PLI & Motor Design Strategy11 August 2026 · 7 min read
What the PLI Localization Push Means for In-House EV Motor Design Teams
PLI-Auto pays out only on products meeting 50% domestic value addition — and on motors, inverters, and e-axles, that is a design metric, not a manufacturing one. What R&D heads need to know about closing the in-house design capability gap.
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Electric Motor / Thermal & Multiphysics Simulation11 August 2026 · 7 min read
The Demagnetization Risk Hiding in Your 800V Motor's Thermal Spreadsheet
Most thermal engineers still get loss data from the EMag team via spreadsheet — static numbers pasted into a thermal model. On 800V and SiC platforms, that handoff breaks down. Learn what a properly coupled EMag-thermal workflow looks like.
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Electric Motor / NVH & Multiphysics Simulation10 August 2026 · 6 min read
The Real Cost of Catching Motor Noise Problems After the Prototype Is Built
The efficiency map looked clean and thermal margins were on target — then prototype testing revealed a noticeable whine at 4,500 rpm. Learn how coupled electromagnetic and structural simulation closes the workflow gap between EMag and NVH teams.
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BMS Redesign / Simulation21 July 2026 · 7 min read
Why Your BMS Redesign at DVT Costs 10x More Than It Should
Every battery program assumes thermal validation will be routine — until DVT reveals a temperature distribution problem that requires cooling plate changes, re-tooling, and repeat testing. Learn why late-stage BMS redesign costs 10x more than simulation-first validation.
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EV Battery / BMS & Simulation21 July 2026 · 7 min read
India's EV Battery Race Won't Be Won on the Road — It Will Be Won in the Simulation Lab
India's EV market is projected to reach ₹20 lakh crore by 2030. The engineering teams that lead this transformation will be those that validate BMS and thermal architecture in simulation — not those waiting for physical testing to reveal what software could have confirmed months earlier.
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Battery Thermal / BMS & Electrochemical Simulation21 July 2026 · 8 min read
Why 1 in 3 Battery Pack Designs Fail Thermal Validation — And What Engineers Can Do Differently
Approximately 28–32% of battery pack designs entering physical DVT require significant thermal architecture changes. Learn how CFD and electrochemical-thermal simulation can cut prototype iterations by 50–60% before the first build.
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UAV Simulation / CFD & Structural Analysis12 June 2026 · 12 min read
How UAV Teams Cut Prototype Iterations by 40% — With the Right Simulation Setup
A practical, engineer-to-engineer guide to fixing the three things that break UAV simulation accuracy — turbulence models, thermal boundary conditions, and mesh density — using a coupled Ansys Fluent, Mechanical, and Icepak workflow.
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