Whoa - that's a really nice trip with interesting options.
Chennai (Tamil Nadu) to Ooty (Tamil Nadu) distance is 548 km and you can get there by flight + cab in just over 5 hours and 40 minutes or by train + bus fares starting from ₹ 536.
The temperatures at this time of the day are in a comfortable range.