The Réseau de Transport d'Electricité (RTE) is the French main electricity network operational manager and dedicates large number of resources efforts towards understanding climate time series data for purpose energy optimization. A key challenge at core being able to detect common patterns between temperatures series, choose representative scenarios simulations, which in turn can be used We ad...