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Well, there you go. For that price it isn't worth getting the tool box out.
@David,
I have one of these: http://www.bphobbies.com/view.asp?id=A0320107&pid=V267609
You can buy it with the scale if you do not have one. Provides great empirical data that can be used in motor calculation spreadsheets.
Regards,
TCIII
You are making it too hard.
Hang 4 equal length rods a few cm long, allowed to move in 1 dimension only ("forward").
From the rods, hang the "sled."
Motor mounts to the sled.
Sled should be able to swing smoothly and make several oscillations before stopping.
There are any number of force sensors, scales, etc. that can determine your thrust. A string can pull a line to an old fashioned fish scale. Do adjust the scale so that the thrusting motor is hanging vertically else a component of its thrust is moving it forward and thus upward.
Friction & inertia are not really worries if the system is generally free to move. Vibration of the motor/prop is sufficient to allow a generally free-to-move sled to move against any small static friction force. Inertia is resistance to change in velocity. Your sled should not be accelerating. It should be held in the neutral position by the force sensor.
Motor efficiency will be harder. You will really only be able to determine motor+prop efficiency without torque information.
Power input to the ESC won't be hard. Electrical power out of a brushless ESC will be more difficult.