Meaning
Computational simulation that uses numerical methods to predict the thermal and chemical behavior of composite materials during the curing process. This technique governs the estimation of temperature distributions, degree of cure, and internal stresses within a part as it undergoes a heat cycle. It stops applying when the chemical reactions are complete and the material properties have stabilized.
Reaction Simulation
Integration of heat transfer equations with chemical kinetic models allows for a detailed view of the manufacturing process. This finite element thermochemical modeling answers the readiness question of whether a complex part can be cured without overheating or cracking. A pilot result from the model can prevent the destruction of expensive prototype tooling by identifying potential hotspots early.
The capability to predict these outcomes is measured against actual sensor data from a production run.
Mesh Resolution
Accuracy of the simulation depends on the density of the grid used to represent the part and the tool. A finer mesh provides more detail but requires significantly more computing capacity and time. The audit of the model involves comparing the predicted degree of cure with the results of a physical test on a witness coupon.
Calling a process ready based on a coarse model can lead to undetected internal defects in the finished component.
Process Optimization
Parameters such as heat rates and dwell times are adjusted within the software to find the most efficient cycle. This reduces the overall production time while maintaining the required quality standards. The model serves as a digital twin that can be tested under various environmental conditions before the first physical part is ever made.