Sebastian Micluța-Câmpeanu
I am a software engineer at JuliaHub with a background in theoretical and computational physics.
https://github.com/SebastianM-C
Sessions
Lithium-ion battery models are highly nonlinear systems of stiff, partial differential-algebraic equations (PDAEs). It is challenging to robustly solve the system of equations over a range of inputs and parameters – many commercial and open-source battery modeling tools are prone to sporadic failure stemming from issues in setting up, initializing, and solving these systems. This talk discusses these pitfalls and the solutions implemented in the JuliaSimBatteries.jl package.
Industrial systems often rely on modeling and simulation from design to operation and require robust, performant and scalable computational approaches. In this talk we will focus on techniques used to build robust calibration methods for HVAC and Battery systems in JuliaSimModelOptimizer, part of JuliaSim, a commercial product from JuliaHub.