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7 Strategies Going Forward
Pages 70-74

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From page 70...
... As distributed rooftop solar energy generation becomes in creasingly prevalent, electrical providers need to find better ways to plan for and integrate these electricity sources. Chu discussed the possibility that individualized electricity storage for solar electricity (perhaps in the form of, or partnered with, electric vehicles)
From page 71...
... Chu's description was that as consumers move ­ oward more rooftop solar, electric vehicles become commonplace, t and large stationary batteries become widely available, more and ­ etter b pricing and generation models are deployed and other alternatives, such as switching to a personalized gas generator, become more popular -- compelling utilities to examine what this means for their current business models and how they will adapt. Sun believes that utility companies will adapt by unbundling existing services and offering new, more innovative services to con­ umers.
From page 72...
... , dynamic game theory and mechanism design, power-flow models, human-in-the-loop models, nonlinear control and stability models, statistical models that represent observational data via probability densities (such as Gaussian processes, Markov chains/fields, logistic models, random forests, and support vector machines) , physical models that represent deterministic constraints among physical quanti ties (such as algebraic and differential equations)
From page 73...
... Goldberg described the three main kinds of measurement and verification uncertainties in grid modeling: estimation/ forecasting error, policy choices and conventions, and extrapolations.


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