TY - GEN
T1 - Demand response scheme based on lottery-like rebates
AU - Schwartz, Galina A.
AU - Tembine, Hamidou
AU - Amin, Saurabh
AU - Sastry, S. Shankar
N1 - Funding Information:
★ Their research was supported by NSF grant CNS-1239166, which provides funding for a frontier project FORCES (Foundations of Resilient CybEr-Physical Systems), NSF grant CNS-0910711, and by TRUST (Team for Research in Ubiquitous Secure Technology), which receives support from the NSF (#CCF-0424422) and the following organizations: BT, Cisco, DoCoMo USA Labs, EADS, ESCHER, HP, IBM, iCAST, Intel, Microsoft, ORNL, Pirelli, Qual-comm, Sun, Symantec, TCS, Telecom Italia, and United Technologies.
Publisher Copyright:
© IFAC.
PY - 2014
Y1 - 2014
N2 - In this paper, we develop a novel mechanism for reducing volatility of residential demand for electricity We construct a reward-based (rebate) mechanism that provides consumers with incentives to shift their demand to off-peak time. In contrast to most other mechanisms proposed in the literature, the key feature of our mechanism is its modest requirements on user preferences, i.e., it does not require exact knowledge of user responsiveness to rewards for shifting their demand from the peak to the off-peak time. Specifically, our mechanism utilizes a probabilistic reward structure for users who shift their demand to the off-peak time, and is robust to incomplete information about user demand and/or risk preferences. We approach the problem from the public good perspective, and demonstrate that the mechanism can be implemented via lottery-like schemes. Our mechanism permits to reduce the distribution losses, and thus improve efficiency of electricity distribution. Finally, the mechanism can be readily incorporated into the emerging demand response schemes (e.g., the time-of-day pricing, and critical peak pricing schemes), and has security and privacy-preserving properties.
AB - In this paper, we develop a novel mechanism for reducing volatility of residential demand for electricity We construct a reward-based (rebate) mechanism that provides consumers with incentives to shift their demand to off-peak time. In contrast to most other mechanisms proposed in the literature, the key feature of our mechanism is its modest requirements on user preferences, i.e., it does not require exact knowledge of user responsiveness to rewards for shifting their demand from the peak to the off-peak time. Specifically, our mechanism utilizes a probabilistic reward structure for users who shift their demand to the off-peak time, and is robust to incomplete information about user demand and/or risk preferences. We approach the problem from the public good perspective, and demonstrate that the mechanism can be implemented via lottery-like schemes. Our mechanism permits to reduce the distribution losses, and thus improve efficiency of electricity distribution. Finally, the mechanism can be readily incorporated into the emerging demand response schemes (e.g., the time-of-day pricing, and critical peak pricing schemes), and has security and privacy-preserving properties.
KW - Lottery
KW - Public good
KW - Rebate
UR - http://www.scopus.com/inward/record.url?scp=84929783417&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84929783417&partnerID=8YFLogxK
U2 - 10.3182/20140824-6-za-1003.02781
DO - 10.3182/20140824-6-za-1003.02781
M3 - Conference contribution
AN - SCOPUS:84929783417
T3 - IFAC Proceedings Volumes (IFAC-PapersOnline)
SP - 4584
EP - 4588
BT - 19th IFAC World Congress IFAC 2014, Proceedings
A2 - Boje, Edward
A2 - Xia, Xiaohua
PB - IFAC Secretariat
T2 - 19th IFAC World Congress on International Federation of Automatic Control, IFAC 2014
Y2 - 24 August 2014 through 29 August 2014
ER -