You're embarking on an interesting journey!
Chennai (Tamil Nadu) to Srinagar (Jammu And Kashmir) distance is 3006 km and you can get there by flight + flight in just over 7 hours and 5 minutes or by train + flight fares starting from ₹ 2781.
It's pleasant weather in daytimes, but can get really cold at nights.