The results of a study of the generation stability of intense pulsed ion beams, which are formed by a self magnetically insulated diode with an explosive emission cathode, are presented. Investigations were conducted using a TEMP 4M accelerator configured to operate in the bipolar pulse mode: the first pulse is negative (300-500 ns, 100-150 kV) and the second is positive (150 ns, 200-250 kV). Diodes of different designs were studied: strip focusing diodes, strip planar diodes, and conical focusing diodes. The total beam energy was measured using both the infrared imaging diagnostics and a conventional calorimeter, while the beam energy density was measured using the infrared imaging and acoustic diagnostics. The anode design was modified to improve the ion beam generation stability. It was obtained that the standard deviation of the total energy and beam energy density in a pulse train does not exceed 10-11% for an amplitude instability of the ion current density pulse of >20-30%. The mechanism of the beam energy density stabilization in a pulse train, which is attributed to the ion charge exchange and formation of accelerated neutrals, is pre sented. The sources of fluctuations in the total energy and ion beam energy density are analyzed. The long service life of ion diodes with self magnetic insulation and an explosive emission cathode (>10 6 pulses) and the high shot to shot beam generation stability make these devices promising for various technological applications.