When you turn the key on and the glowplug light goes out the glowplugs continue to heat...so let them heat for another 10-15 seconds before trying to start.

But I still think that the problem is the fuel and not the glowplugs.
Have you been able to remove the screen filter to check for fuel?

Here are a couple pictures.

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