When encountering the misspelling "sdi", you might be referring to "SDI", which stands for Strategic Defense Initiative. This term originated in the 1980s and referred to a proposed missile defense system by the United States. Thus, if you're using "sdi", it would be appropriate to capitalize it as "SDI".
