A partition is called an (s 1 , s 2 , . . . , s p )-core partition if it is simultaneously an s i -core for all i = 1, 2, . . . , p. Simultaneous core partitions have been actively studied in various directions. In particular, researchers concerned with properties of such partitions when the sequence of s i is an arithmetic progression.In this paper, for p ≥ 2 and relatively prime positive integers s and d, we propose the (s + d, d; a)-abacus of a selfconjugate partition and establish a bijection between the set of self-conjugate (s, s + d, . . . , s + pd)-core partitions and the set of free rational Motzkin paths with appropriate conditions. For p = 2, 3, we give formulae for the number of self-conjugate (s, s + d, . . . , s + pd)-core partitions and the number of self-conjugate (s, s + 1, . . . , s + p)-core partitions with m corners.