Making Cities Smarter
June 2, 2016 | MITEstimated reading time: 8 minutes
Energy is one of the markets in which it is simultaneously difficult and crucial for consumers to make good, informed choices. This is because typical energy markets are “closed,” as demand doesn’t vary according to price (although price fluctuates with demand). Energy market prices fluctuate with extreme frequency, and, since most customers have no access to this data in real-time, they are unprepared and unable to respond to these sorts of pricing markets. Customers instead tend to base energy choices on convenience rather than price, creating an open loop that allows energy companies to set price according to demand, but which doesn’t allow customers to respond to price. The normal feedback loop in these markets, however, is complicated by rapid price fluctuations.
When customers are given real-time pricing information in energy markets, as with “smart meters,” the consequences of good responses can, surprisingly, be devastating, according to research conducted by IDSS Director Munther Dahleh and others. If demand changes according to price fluctuation, which is the goal of most “smart technologies” that provide consumers with real-time data, rapid and erratic fluctuations in demand could result. Such fluctuations could cause a particularly dangerous situation in energy markets, which have “ramp constraints,” meaning that supply cannot easily keep up with rapidly fluctuating demand.
Dahleh and his collaborators, MIT research scientist Mardavij Roozbehani and Professor Sanjoy Mitter, are exploring just this nexus by using control theory (a branch of engineering and mathematics that studies how dynamic systems can be modified by feedback) to create a feedback loop for energy pricing that would allow for consumer pricing response, while mitigating excessive fluctuations in demand. Solving this problem could make for significantly better energy policy, contributing to more efficient and smarter cities that create less systemic risk to the grid, and make the grid considerably smarter. Dahleh remarks that “the smart grid, through smart metering, will enable real-time demand shifting to cope with the uncertainty of renewable generation and to reduce the stress on the power grid. To realize this value, we are developing models and strategies to design incentive mechanisms, through pricing or availability of information, that will shape the consumer’s behavior in a fair and efficient manner.”
Future promises
The smart cities of the not-too-distant future will themselves be feedback loops and smart grids comprised of interconnected, networked technologies that help people make informed choices based on efficiency, quality of life, and convenience. A sophisticated understanding of the data behind these complex networks will allow researchers to create continually improved systems that help people lead better, more efficient lives.
Although the prospect, and the reality, of smart cities does raise serious questions about cybersecurity, trust, and digital privacy, smart cities promise a great deal of improvement in the quality of life for their residents. The advances made by IDSS researchers, working across disciplines and domains, may even mean that tomorrow’s “mega cities” — which once threatened to drain natural resources, and cause massive congestion across systems — will instead be “mega smart cities,” fitted with highly-efficient interconnected systems that work together to offer residents a good, sustainable quality of life, and far more promising futures.
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