In this paper, an optimization regarding volume, efficiency and costs of AC boost inductors in 3-phase PWM converters based on detailed multi-domain models is presented. The optimization is performed for a wide switching frequency range of 5-80kHz and a wide current ripple range of 5-100 %, considering ferrite, amorphous and powder core materials in combination with round, Iitz, foil and flat wire windings. The shown analysis and optimization identifies the best core mate riaVwinding type combinations for both thermally and efficiency constrained inductor designs. Furthermore, the investigations reveal that simplified scaling assumptions, e.g. a proportional relationship between the inductor volume and the inverse of the frequency or the stored energy, are only accurate in special cases.