> For the complete documentation index, see [llms.txt](https://docs.causalchamber.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.causalchamber.ai/the-chambers/chamber-simulators.md).

# Chamber simulators

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<summary>Anomaly detection</summary>

As for the [Light Tunnel Mk2](/the-chambers/light-tunnel-mk2.md), it is possible to deliberately introduce faults in the system, e.g., by modifying sensor parameters or altering the current flow to the different components. You can find more details and comprehensive examples in the [research guide](/case-studies/anomaly-detection/anomaly-detection-with-time-series.md) for anomaly detection.

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