articleIEEE Transactions on Smart GridSep 24, 2012Closed access

Real-Time Price-Based Demand Response Management for Residential Appliances via Stochastic Optimization and Robust Optimization

Clarkson University · Mississippi State University

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Abstract

This paper evaluates the real-time price-based demand response (DR) management for residential appliances via stochastic optimization and robust optimization approaches. The proposed real-time price-based DR management application can be imbedded into smart meters and automatically executed on-line for determining the optimal operation of residential appliances within 5-minute time slots while considering uncertainties in real-time electricity prices. Operation tasks of residential appliances are categorized into deferrable/non-deferrable and interruptible/non-interruptible ones based on appliances' DR preferences as well as their distinct spatial and temporal operation characteristics. The stochastic…

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Authors

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Topics & keywords

Keywords
  • Robust optimization
  • Robustness (evolution)
  • Demand response
  • Mathematical optimization
  • Computer science
  • Electricity
  • Stochastic programming
  • Stochastic optimization
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