Abstract-Time-Sensitive Networking (TSN) standards aim to support hard real-time communication with minimum latency based on Ethernet technology. They can also support the automotive domain considering upcoming and challenging application requirements in intelligent vehicles of the future. Despite all advantages, Time-Aware Shaper (TAS), a significant feature of TSN, increases the network configuration overhead. This configuration is required to guarantee deterministic network behavior. In this paper, an ontology-based approach is presented that extends TSN capabilities regarding Plug-and-Play and automatic network configuration. The developed ontology meta-models can be used by automotive experts (e.g. network designers or engineers) to design a concrete in-vehicle network based on TSN including knowledge that is required for automatic configuration.