Robust optimization for load scheduling of a smart home with photovoltaic system

Energy Conversion and Management

Volumn 102, Issue , 2015, Pages 247-257

  Wang, Chengshan ^a   Zhou, Yue ^a   Jiao, Bingqi ^a   Wang, Yamin ^b   Liu, Wenjian ^a   Wang, Dan ^a  

^a TIANJIN UNIVERSITY   (China)

^b Clarkson University   (United States)

Author keywords

Demand response; Energy management; Load scheduling; Photovoltaic system; Robust optimization; Smart home; Uncertainty

Indexed keywords

AUTOMATION; ENERGY MANAGEMENT; INTELLIGENT BUILDINGS; OPTIMIZATION; PHOTOVOLTAIC CELLS; QUADRATIC PROGRAMMING;

DEMAND RESPONSE; LOAD SCHEDULING; PHOTOVOLTAIC SYSTEMS; ROBUST OPTIMIZATION; SMART HOMES; UNCERTAINTY;

SCHEDULING;

EID: 84945494853     PISSN: 01968904     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.enconman.2015.01.053     Document Type: Article

References (18)

1. Pedrasa MA, Spooner TD, MacGill IF. Improved energy services provision through the intelligent control of distributed energy resources. In: 2009 Bucharest PowerTech, Bucharest, Romania; 2009. p. 1-8
2. M.A. Pedrasa T.D. Spooner I.F. MacGill Coordinated scheduling of residential distributed energy resources to optimize smart home energy services IEEE Trans Smart Grid 1 2 2010 134 143
3. J.M. Lujano-Rojas C. Monteiro R. Dufo-López J.L. Bernal-Agustín Optimum residential load management strategy for real time pricing (RTP) demand response programs Energy Policy 45 2012 671 679
4. Pedrasa MA, Spooner TD, MacGill IF. The value of accurate forecasts and a probabilistic method for robust scheduling of residential distributed energy resources. In: 2010 IEEE 11th international conference on probabilistic methods applied to power systems, Singapore; 2010. p. 587-92
5. X. Chen T. Wei S. Hu Uncertainty-aware household appliance scheduling considering dynamic electricity pricing in smart home IEEE Trans Smart Grid 4 2 2013 932 941
6. T. Hubert S. Grijalva Modeling for residential electricity optimization in dynamic pricing environments IEEE Trans Smart Grid 3 4 2012 2224 2231
7. A.L. Soyster Convex programming with set inclusive constraints and applications to inexact linear programming Oper Res 21 5 1973 1154 1157
8. A. Ben-Tal A. Nemirovski Robust convex optimization Math Oper Res 23 4 1998 769 805
9. A. Ben-Tal A. Nemirovski Robust solutions to uncertain programs Oper Res Lett 25 1 1999 1 13
10. A. Ben-Tal A. Nemirovski Robust solutions of linear programming problems contaminated with uncertain data Math Program 88 3 2000 411 424
11. L. El-Ghaoui H. Lebret Robust solutions to least-square problems to uncertain data matrices SIMA J Matrix Anal Appl 18 1997 1035 1064
12. L. El-Ghaoui F. Oustry H. Lebret Robust solutions to uncertain semidefinite programs SIMA J Matrix Anal Appl 9 1 1998 33 52
13. D. Bertsimas M. Sim Robust discrete optimization and network flows Math Program 98 1-3 2003 49 71
14. D. Bertsimas M. Sim The price of robustness Oper Res 52 1 2004 35 53
15. Z. Chen L. Wu Y. Fu Real-time price-based demand response management for residential appliances via stochastic optimization and robust optimization IEEE Trans Smart Grid 3 4 2012 1822 1831
16. A.J. Conejo J.M. Morales L. Baringo Real-time demand response model IEEE Trans Smart Grid 1 3 2010 236 242
17. P. Du N. Lu Appliance commitment for household load scheduling IEEE Trans Smart Grid 2 2 2011 411 419
18. M. Diagne M. David P. Lauret J. Boland N. Schmutz Review of solar irradiance forecasting methods and a proposition for small-scale insular grids Renew Sustain Energy Rev 27 2013 65 76