A hierarchical multi‑timescale reinforcement learning framework for hybrid energy storage management with aging‑aware constraint adaptation. [PDF]
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From battery modeling to Battery Management
2011 IEEE 33rd International Telecommunications Energy Conference (INTELEC), 2011The principles of rechargeable battery operation form the basis of the electronic network models developed for Nickel-based aqueous battery systems, including Nickel Metal Hydride (NiMH), and non-aqueous battery systems, such as the well-known Li-ion.
Notten, P.H.L., Danilov, D.
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Energy efficient battery management
IEEE Journal on Selected Areas in Communications, 2001A challenging aspect of mobile communications consists of exploring ways in which the available run time of the terminals can be maximized. In this paper we investigate battery management techniques that can dramatically improve the energy efficiency of radio communication devices.
CHIASSERINI, Carla Fabiana, R. R. RAO
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