Minimizing building electricity costs in a dynamic power market: Algorithms and impact on energy conservation

Proceedings - Real-Time Systems Symposium

Volumn , Issue , 2013, Pages 107-117

  Pan, Dawei ^a,b   Wang, Dan ^a   Cao, Jiannong ^a   Peng, Yu ^b   Peng, Xiyuan ^b  

^a HONG KONG POLYTECHNIC UNIVERSITY   (Hong Kong)

^b HARBIN INSTITUTE OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84894304739     PISSN: 10528725     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/RTSS.2013.19     Document Type: Conference Paper

References (38)

1. H. K. Nguyen, J. B. Song, and Z. Han, "Demand side management to reduce peak-to-average ratio using game theory in smart grid," in Proc. INFOCOM WKSHPS, 2012.
2. X. Fang, S. Misra, G. Xue, and D. Yang, "Smart grid the new and improved power grid: A survey," IEEE Communications Surveys and Tutorials, pp. 944-980, 2012.
3. W. Wang, Y. Xu, and M. Khanna, "A survey on the communication architectures in smart grid," Computer Networks, pp. 3604-3629, 2011.
4. "Energy in the united states," 2010, http://en.wikipedia.org/ wiki/Energy in the United States.
5. "Hong kong energy end-use data," Electrical and Mechanical Service Department, Hong Kong, Tech. Rep., 2010, http://www.emsd.gov.hk/emsd/e download/pee/HKEEUD2010.pdf.
6. M. Behl, T. Nghiem, and R. Mangharam, "Green scheduling for energy-efficient operation of multiple chiller plants." in RTSS, 2012.
7. D. Yang, L. Xu, S. Gong, H. Li, G. Peterson, and D. Zhang, "Joint electrical load modeling and forecasting based on sparse bayesian learning for the smart grid," in Proc. CISS, 2011.
8. A. Qureshi, R. Weber, H. Balakrishnan, J. Guttag, and B. Maggs, "Cutting the Electric Bill for Internet-Scale Systems," in Proc. ACM SIGCOMM, 2009.
9. J. Li, Z. Li, K. Ren, and X. Liu, "Towards optimal electric demand management for internet data centers," IEEE Trans. Smart Grid, vol. 3, no. 1, pp. 183-192, 2012.
10. J. Yao, X. Liu, W. He, and A. Rahman, "Dynamic control of electricity cost with power demand smoothing and peak shaving for distributed internet data centers," in Proc. ICDCS, 2012.
11. B. Daryanian, R. Bohn, and R. Tabors, "An experiment in real time pricing for control of electric thermal storage systems," IEEE Trans. Power Systems, vol. 6, no. 4, pp. 1356-1365, 1991.
12. A. Mishra, D. Irwin, P. Shenoy, J. Kurose, and T. Zhu, "Smartcharge: cutting the electricity bill in smart homes with energy storage," in Proc. e-Energy, 2012.
13. D. Pan, Y. Yuan, D. Wang, X. Xu, Y. Peng, X. Peng, and P. Wan, "Thermal inertia: Towards an energy conservation room management system," in Proc. INFOCOM, 2012.
14. A. Majumdar, D. H. Albonesi, and P. Bose, "Energy-aware meeting scheduling algorithms for smart buildings," in Proc. BuildSys, 2012.
15. Y. Li, R. Kaewpuang, P. Wang, D. Niyato, and Z. Han, "An energy efficient solution: Integrating plug-in hybrid electric vehicle in smart grid with renewable energy," in Proc. INFOCOM WKSHPS, 2012.
16. S. Pacala and R. Socolow, "Stabilization wedges: solving the climate problem for the next 50 years with current technologies," science, vol. 305, no. 5686, pp. 968-972, 2004.
17. O. Gnawali, R. Fonseca, K. Jamieson, D. Moss, and P. Levis, "Collection tree protocol," in Proc. SenSys, 2009.
18. X. Jiang, M. Van Ly, J. Taneja, P. Dutta, and D. Culler, "Experiences with a high-delity wireless building energy auditing network," in Proc. SenSys, 2009.
19. S. Dawson-Haggerty, X. Jiang, G. Tolle, J. Ortiz, and D. Culler, "smap: a simple measurement and actuation profile for physical information," in Proc. SenSys, 2010.
20. L. Schor, P. Sommer, and R. Wattenhofer, "Towards a zerocon figuration wireless sensor network architecture for smart buildings," in Proc. BuildSys, 2009.
21. Q. Luo, A.-Y. Lam, D. Wang, D.-T. Chan, Y. Peng, and X. Peng, "Demo abstract: Towards a wireless building management system with minimum change to the building protocols," in Proc. ICCPS, 2012.
22. A. Aswani, N. Master, J. Taneja, D. Culler, and C. Tomlin, "Reducing transient and steady state electricity consumption in hvac using learning-based model-predictive control," Proc. The IEEE, vol. 100, no. 1, pp. 240-253, 2012.
23. K. Deng, P. Barooah, P. Mehta, and S. Meyn, "Building thermal model reduction via aggregation of states," in American Control Conference, 2010.
24. J. Chen, R. Tan, Y. Wang, G. Xing, X. Wang, X. Wang, B. Punch, and D. Colbry, "A high-delity temperature distribution forecasting system for data centers," in RTSS, 2012.
25. Z. Li, P.-C. Huang, A. K. Mok, T. Nghiem, M. Behl, G. J. Pappas, and R. Mangharam, "On the feasibility of linear discrete-time systems of the green scheduling problem," in RTSS, 2011.
26. T. Hnat, V. Srinivasan, T. Sookoor, R. Dawson, J. Stankovic, and K. Whitehouse, "The hitchhiker's guide to successful residential sensing deployments," in Proc. SenSys, 2011.
27. Z. Yang, N. Li, B. Becerik-Gerber, and M. Orosz, "A nonintrusive occupancy monitoring system for demand driven hvac operations," in Proc. CRC, 2012.
28. V. Erickson and A. Cerpa, "Thermovote: Participatory sensing for efficient building hvac conditioning," in Proc. BuildSys, 2012.
29. D. Pan, D. Wang, J. Cao, Y. Peng, and X. Peng, "Minimizing building electricity costs in a dynamic power market: Algorithms and impact on energy conservation," Tech. Rep., 2012, available at-http://www4.comp.polyu.edu. hk/~csdwang/Projects/wBACnet.htm.
30. "Getting started with energyplus," U.S. Department of Energy, Tech. Rep., 2010.
31. D. Chan, J. Burnett, R. de Dear, and S. Ng, "Large-scale survey of thermal comfort in office premises in hong kong," ASHRAE Transactions, 1998.
32. F. Spieksma, "On the approximability of an interval scheduling problem," J. Scheduling, vol. 2, no. 5, pp. 215-227, 1999.
33. Q. Huang and E. Lloyd, "Cost constrained fixed job scheduling," Theoretical Computer Science, pp. 111-124, 2003.
34. A. Mohsenian-Rad, V. Wong, J. Jatskevich, R. Schober, and A. Leon-Garcia, "Autonomous demand-side management based on game-theoretic energy consumption scheduling for the future smart grid," IEEE Trans. Smart Grid, vol. 1, no. 3, pp. 320-331, 2010.
35. "Gdf suez energy resources[online]," available: http://www.gdfsuezenergysources.com.
36. W. Bernal, M. Behl, T. X. Nghiem, and R. Mangharam, "Mle+: a tool for integrated design and deployment of energy efficient building controls," in Proc. BuildSys, 2012.
37. P. Ihm, M. Krarti, and G. P. Henze, "Development of a thermal energy storage model for energyplus," Energy and Buildings, vol. 36, pp. 807-814, 2004.
38. Y. Yuan, D. Pan, D. Wang, X. Xu, Y. Peng, X. Peng, and P. Wan, "A study towards applying thermal inertia for energy conservation in rooms," to appear in ACM Trans. on Sensor Networks, 2013.