How to create a Views based chart with time intervals and using Highcharts? Is there any change to do time interval to Highcharts -module ?

Such as in this example: http://www.highcharts.com/stock/demo/compare

Or do I need to use different module for that?
The example in your question looks like a variation of this chart:



The above is a screenprint of a chart created with the Charts module, for which Highcharts is one of the supported charting engines (apart from Google Charts). So consider this module as a possible alternative to create such chart(s).

Head over to the Community documentation Create charts using Views for details about how to use the Charts module in combination with Views.

Disclosure: I'm a co-maintainer of Charts.