Regarding how the pump designer goes about determining moment of inertia, our primary designer used testing of the complete rotor assembly (with pump impeller)in air principally though he extended results of one design's test results to estimate MOI for a new, similar pumprotor design which was subsequently tested for verification when hardware was available. Testing involved pendular or torsional vibration of the wire-suspended rotor to determine period of vibration relatable to MOI. Koptev,N.N.(1969), "Experimental Methods of Determining Moments of Inertias of Masses", Russian Engineering Journal, Vol.9, pg.22 provides 15 examples of MOI test setups and equations for complex mass shapes. To test a pumprotor with water mass in the pump impeller, I suppose that thin metal shrouds to close off inlet and discharge openings could be welded on temporarily to contain a volume of water with an acceptable error in MOI results.