Enable DHCP server logging:
C:\\> reg add HKLM\\System\\CurrentControlSet\\Services\\DhcpServer\\Parameters /v ActivityLogFlag /t REG_DWORD /d 1
Default Location Windows 2003/2008/2012:
C:\\> %windir%\\System32\\Dhcp