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A research team from universities in Beijing have developed a [link url=http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7783983 target=_blank]smart battery[/link]. Using [link url=http://www.informatik.uni-leipzig.de/lehre/Heyer0001/AD2-Vorl2/ target=_blank]dynamic programming[/link] methods, the battery learns about the best time to provide power, to charge or remain idle. This extends the batteries’ lifetime in the smart home’s electric ecosystem.