Hello,
Thank you for posting in the Microsoft Community Forums.
To track down the source of the time zone change and identify the device causing this issue, you need to look for any recent changes on the affected computer. Check if any updates or any third-party applications were installed recently.
Also enable event auditing to capture detailed information about the change. This will include information such as the event ID, account name, account domain, and the name of the process that caused the change.
Steps to enable event auditing: Audit system events - Windows 10 | Microsoft Learn
Best regards
Yanhong Liu