Genetic Algorithm Based Optimization of Chaboche Kinematic Hardening Parameters along with the Validation of FE Model through Characterized Crack Initiation Bosch Global Software

Format:

Book

Conference/Event

Author/Creator:

Basu, Parichay, author.

Contributor:

Srinivasappa, Naveen

Conference Name:

Advances in Design, Materials, Manufacturing, and Surface Engineering (ADMMS'26) (2026-02-06 : Chennai, India)

Language:

English

Physical Description:

1 online resource cm

Place of Publication:

Warrendale, PA SAE International 2026

Summary:

In the context of electro-mobility for commercial vehicles, the failure analysis of a connector panel in a DCDC converter is crucial, particularly regarding crack initiation at the interface of busbar and plastic component. This analysis requires a thorough understanding of thermo-mechanical behavior under thermal cyclic loads, necessitating kinematic hardening material modeling to account for the Bauschinger effect. As low cycle fatigue (LCF) test data is not available for glass fiber reinforced polyamide based thermoplastic composite (PA66GF), we have adopted a novel approach of determining non-linear Chaboche Non-Linear Kinematic Hardening (NLK) model parameters from monotonic uniaxial temperature dependent tensile test data of PA66GF. In this proposed work a detailed discussion has been presented on manual calibration and Genetic Algorithm (GA) based optimization of Chaboche parameters. Due to lack of fiber orientation dependent test data for PA66GF, here von Mises yield criteria based Chaboche NLK model is implemented as a macro-mechanical phenomenological model based on test data with random fiber orientation. After material modelling as described above the thermo-mechanical finite element (FE) simulation has been conducted on Connector panel assembly with temperature cycling from -40°C to 80°C. The assembly under consideration is composed of busbars, insert mold and outer connector body of plastic PA66GF. It is observed from the simulation result that though the equivalent plastic strain is much higher at 80°C in comparison to the same at -40°C, the equivalent von Mises stress is comparatively lower at 80°C than at -40°C because of Bauschinger effect while reversing load, which in turn validates the implementation of proper kinematic hardening material model to address the physical phenomenon. Finally, the FE model is validated through characterized crack initiation site in the plastic component comparing with equivalent plastic strain, von Mises stress and stress triaxiality evaluated from simulated result

Notes:

Vendor supplied data

Publisher Number:

2026-28-0086

Access Restriction:

Restricted for use by site license