I need to run an iMac as a server, without a keyboard

I have an iMac that I am using to connect to a weather station via an USB port. It runs 24 hours a day, with a self-reboot every night (because the USB port connection is not always stable over long periods.) Scripts get weather data and upload it to a web site. I have no need for a keyboard on that computer, it would be wasted 99% of the time.
It operated for months without a keyboard. But, about a week ago, every time it reboots at night, it comes up with the Bluetooth Keyboard assistant asking to connect to a (nonexistent) keyboard. This dialog prevents the screen from going to sleep until I simply Quit the Bluetooth Keyboard assistant and reset the sleep timer on  the display.
Can anyone tell me why this started happening? And, how can I tell the computer that I don't want to use a keyboard, so stop asking for one?

What iMac do you have? The only iMac capable of being use as a monitor is a iMac 27" if that is the model than take a look at this link, http://forums.appleinsider.com/showthread.php?t=104008

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