At the time of writing, the web site of the museum appears to show that this motor is on display, but as the text on the page is in Japanese it is difficult for me to be certain.
This motor has apparantly come via the USAF (sic), although quite why to this museum, which seems to have very little aviation related material (in comparison to the amount devoted to trains), is not clear.