cshjin / Microgrid_sim

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mathematical-modelling microgrid stochastic-optimization

Microgrid_sim

Advisors: Hemanshu Kaul and Michael Pelsmajer

Problem definition

We are going to build a model about small size power grid, which is called "Microgrid". The goal is to satisfy the (local) demand, optimized distribution, fairness requirement, reliable, and extensible of microgrid.

(Stochastic) Models in Energy Resources Management

Potential reference papers:

  1. Borghetti, Alberto, et al. "A Two-Stage Scheduler of Distributed Energy Resources." Power Tech, 2007 IEEE Lausanne. IEEE, 2007. link

  2. Li, G. C., et al. "Development of a GHG-mitigation oriented inexact dynamic model for regional energy system management." Energy 36.5 (2011): 3388-3398. link

  3. Wong, Steven, and J. David Fuller. "Pricing energy and reserves using stochastic optimization in an alternative electricity market." Power Systems, IEEE Transactions on 22.2 (2007): 631-638. link

  4. Wallace, Stein W., and Stein-Erik Fleten. "Stochastic programming models in energy." Handbooks in operations research and management science 10 (2003): 637-677. link

Other supplementary papers

For Microgrid terminologies:

General Optimization Resources

Stochastic Programming Resources

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Question about fairness

Optimization and Stochastic Modeling applied to Transportation, Distribution and Logistics, especially in the following areas: Vehicle Routing and Scheduling, Distribution Operations, Distribution Network Design, Yield Management, Terminal Design and Operations, Logistics Planning and Control, Multimodal Transportation, Intelligent Transportation Systems. Profile link

p.s. For researchers and students from Applied Mathematics division, if you are interested in large complex systems, and want to work on energy related research, please read a report from DOE: At the U.S. Department of Energy: Past, Present and a View of Future. It may help you to understand how to begin your research and set up a startpoint.