TY - GEN
T1 - Federating Solar, Storage and Communications in the Electric Grid and Internet of things
AU - Ramakrishna, Raksha
AU - Karakoc, Nurullah
AU - Hreinsson, Kari
AU - Scaglione, Anna
N1 - Funding Information:
This work was supported in part by the Advanced Research Projects Agency-Energy (ARPA-E), U.S. Department of Energy, under Award Number DE-AR0000696, and by the National Science Foundation (NSF), under Grant 1716121. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof.
Publisher Copyright:
© 2020 IEEE.
PY - 2020/5
Y1 - 2020/5
N2 - A futuristic infrastructure model is envisioned with distributed modules that can produce solar energy, have a storage system and provide services of lighting, electric-vehicle charging and communications. A stochastic model is formulated for the solar power production and overall consumption of power. Resource allocation in such a system translates to taking decisions in a foresighted manner while maximizing a social surplus with the goal of serving all power demands optimally. A stochastic dynamic programming approach is formulated for the same and a myopic policy is illustrated while discussing the trade-offs between serving competing demands.
AB - A futuristic infrastructure model is envisioned with distributed modules that can produce solar energy, have a storage system and provide services of lighting, electric-vehicle charging and communications. A stochastic model is formulated for the solar power production and overall consumption of power. Resource allocation in such a system translates to taking decisions in a foresighted manner while maximizing a social surplus with the goal of serving all power demands optimally. A stochastic dynamic programming approach is formulated for the same and a myopic policy is illustrated while discussing the trade-offs between serving competing demands.
KW - Distributed Generation
KW - Green communication
KW - electric vehicle charging
KW - stochastic dynamic programming
UR - http://www.scopus.com/inward/record.url?scp=85089219181&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85089219181&partnerID=8YFLogxK
U2 - 10.1109/ICASSP40776.2020.9053686
DO - 10.1109/ICASSP40776.2020.9053686
M3 - Conference contribution
AN - SCOPUS:85089219181
T3 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
SP - 9041
EP - 9045
BT - 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020
Y2 - 4 May 2020 through 8 May 2020
ER -