Category: themal management simulation
Lithium Plating Detection: How Virtual Sensors Enable Smarter Fast Charging
Fast Charging Pushes Li-ion Batteries Toward a Hidden Risk Fast charging has become a defining requirement for modern electric vehicles and battery-powered systems. Users expect shorter charging times, consistent performance, and reliable operation under all conditions. For simulation, battery control, and engineering teams, this shift raises a shared challenge: predicting and managing internal battery risk […]
Machine Learning-Based E-Motor Thermal Metamodeling: Replacing FE Models for Fast System-Level EV Simulation
The Challenge with E-Motor Thermal Simulation Thermal simulation of electric motors sits at the intersection of two competing demands: the need for spatial accuracy at the component level, and the speed required for system-level scenario exploration. High‑fidelity 3D Finite Element (FE) thermal models of electric machines are essential for predicting hotspot temperatures, validating cooling strategies, […]
Marine System Simulation for LNG Carriers: Improving Fuel Efficiency and Reducing Emissions
The maritime industry is navigating one of the most significant transitions in its history. As global trade continues to grow, vessel operators face increasing pressure to reduce fuel consumption, lower greenhouse gas emissions, and comply with evolving environmental regulations. The International Maritime Organization (IMO) has established ambitious decarbonization targets, pushing ship owners and operators to […]
From the Road to the Rack: Using Physics-Based Simulation to Integrate Second-Life Batteries into Data Centers
Today’s data center industry is facing a massive power crunch. Driven by the explosive growth of AI workloads and a strained electrical grid, the industry is desperate for solutions that can provide firm power solutions and resilience. Second-life (2nd life) batteries, repurposed modules from retired EVs, are a tempting solution to fill this gap at […]
A Year of Engineering Insights: Our Top 7 Blogs You Shouldn’t Miss
From smarter thermal systems and next-generation batteries to digital twins, fuel cells, and advanced air mobility, we explored how engineering simulation is reshaping engineering decisions across industries. If you’re working at the intersection of innovation, performance, and efficiency, these seven blogs capture the most impactful ideas we shared in 2025, each addressing real-world engineering challenges […]
What is a Battery Management System (BMS)? The Brain Behind Lithium-Ion Batteries
The Human Analogy: How BMS Brings Batteries to Life Imagine walking into your favorite bakery. Your eyes scan the variety of treats in the glassed casing. Your ears pick up the humming and whirring of the ovens. Your skin senses the warmth in the room. Your nose picks up the smells of freshly baked bread […]