Ener­gy stor­age deploy­ment and inno­va­tion for the clean ener­gy transition

Noah Kit­tner^a,b, Felix Lill^b,c and Daniel M. Kam­men*^a,b,d

^a Ener­gy and Resources Group, UC Berke­ley, Berke­ley, CA, USA

^b Renew­able and Appro­pri­ate Ener­gy Lab­o­ra­to­ry, UC Berke­ley, Berke­ley, CA, USA

^c Cen­ter for Dig­i­tal Tech­nol­o­gy and Man­age­ment, TU Munich, Munich, Germany

^d Gold­man School of Pub­lic Pol­i­cy, UC Berke­ley, Berke­ley, CA, USA