This is the normal way failure to invest sufficient resources in maintenance and overhaul presents itself - a continuing string of unrelated failures gradually increasing in frequency.
It takes a while for an honest investigator to determine the cause and it is almost impossible to reduce the failure rates without an almost infinite investment in maintenance.