Energy regulator Ofgem will analyse the resilience of the power grid and the companies' emergency response.
In the aftermath of the storm, the Scottish Conservative MP joined Mr Hands to see the damage caused by Storm Arwen to trees, power and telephone lines outside Kemnay in his constituency.
Mr Bowi e said: “Whilst there's a lot being said about the resilience of the energy network and a review into that, I ask my right honourable Friend to join me in looking into a review into the communications network.
"Because part of the problem last week seemed to be that it was dependent on which mobile network you were on that you were able to report faults or that you were offline in your area.
“So can I ask him for his support in calling for a review from Ofcom into the mobile communications network as well?”
Mr Hands said: “I think my honourable Friend makes a very good point. Obviously, we’ve become more dependent on electricity, more dependent on networks. I'm sure that will be part of the review, to see what lessons might be learned there”