not really. the machines where made by a company (JVL) who has since shifted their focus from "arcade" to "gaming" IE casino gambling type stuff. i'm not sure you would receive any support from them for their old products, since they are considered "end of life".
luckily the touch hardware is standard off the shelf parts right from 3M and other used cabinet parts are available on sites like ebay.
That said, your machine screen flashing up for a second then going away after a few seconds sounds like the backlight inverter for the LCD has gone bad.
you can confirm this by shining a very bright light into the front of the screen and see if you can see any image back there... (see pic)
if this is indeed the case, you can retrofit a universal backlight inverter that is available on places like ebay and amazon for about 20 bucks. you can quick and dirty wire them up to 12 volts and ground and plug in the lamps and let 'er buck. (it's quick and dirty, but you have no backlight brightness adjustment) if you want a more plug and play solution, check out LCDpart.com they have taken it upon themselves to recreate CCFL inverters for all kinds of products like unsupported POS systems and whatnot... they are making products using superior parts and improved cooling to last much longer than the original parts. you can even send them a pic of your inverter and/or a part number and they can get you one that will just plug right in to the original wire harnesses. they are more expensive, (about 50 on the low side, up to 100+ bucks) but you are paying for that easy peasy plug and play experience and the longevity of the product. I'm not a moniserve or lcdpart shill, I have just used them to replace really REALLY specific monitor parts.
alternatively, convert it to LED... not for the faint of heart, as you risk permanent damage of your panel.
if your machine's LCD screen is staying "on", it's going black with no text/graphics... it's just not booting up properly. you'd be best served creating a new thread with your issue and details.