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Said about WakeMeOnLan as an alternative
After getting things working with the help of Wake On Lan's features, using Nirsoft's WakeMeOnLan's command line support, I made a Desktop shortcut to wake up my remote computer. This is without opening the GUI. (E.g. Target: "...\wakeMeOnLan.exe" /wakeup [computerName] ). It did need me to set the correct port & broadcast address to work on my network.