Real-Time Price-Based Demand Response Management for Residential Appliances via Stochastic Optimization and Robust Optimization
Clarkson University · Mississippi State University
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…
Citation impact
- FWCI
- 35.80
- Percentile
- 100%
- References
- 36
Authors
3Topics & keywords
- Robust optimization
- Robustness (evolution)
- Demand response
- Mathematical optimization
- Computer science
- Electricity
- Stochastic programming
- Stochastic optimization