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A cyber-physical system approach for photovoltaic array monitoring and control

Published on Aug 1, 2017
· DOI :10.1109/iisa.2017.8316458
Sunil Rao2
Estimated H-index: 2
(ASU: Arizona State University),
Sameeksha Katoch1
Estimated H-index: 1
(ASU: Arizona State University)
+ 8 AuthorsDevarajan Srinivasan2
Estimated H-index: 2
Abstract
In this paper, we describe a Cyber-Physical system approach to Photovoltaic (PV) array control. A machine learning and computer vision framework is proposed for improving the reliability of utility scale PV arrays by leveraging video analysis of local skyline imagery, customized machine learning methods for fault detection, and monitoring devices that sense data and actuate at each individual panel. Our approach promises to improve efficiency in renewable energy systems using cyber-enabled sensory analysis and fusion.
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  • Citations (3)
References0
Newest
#1Uday Shankar Shanthamallu (ASU: Arizona State University)H-Index: 2
#2Andreas Spanias (ASU: Arizona State University)H-Index: 26
Last.Mike Stanley (NXP Semiconductors)H-Index: 1
view all 4 authors...
Mar 1, 2017 in ICASSP (International Conference on Acoustics, Speech, and Signal Processing)
#1Huan Song (ASU: Arizona State University)H-Index: 2
#2Jayaraman J. Thiagarajan (LLNL: Lawrence Livermore National Laboratory)H-Index: 8
Last.Andreas Spanias (ASU: Arizona State University)H-Index: 26
view all 5 authors...
Nov 1, 2016 in ASILOMAR (Asilomar Conference on Signals, Systems and Computers)
#1Henry BraunH-Index: 4
#2Pavan K. TuragaH-Index: 21
Last.Cihan TepedelenliogluH-Index: 26
view all 4 authors...
#1Henry Braun (ASU: Arizona State University)H-Index: 4
#2Santoshi T. Buddha (ASU: Arizona State University)H-Index: 3
Last.Devarajan Srinivasan (ASU: Arizona State University)H-Index: 2
view all 7 authors...
May 1, 2016 in CCDC (Chinese Control and Decision Conference)
#1Guannan DuH-Index: 1
#2Xiuxia ZhangH-Index: 1
Last.Haicheng WeiH-Index: 1
view all 5 authors...
Apr 1, 2016 in MELECON (Mediterranean Electrotechnical Conference)
#1Sunil Rao (ASU: Arizona State University)H-Index: 2
#2David Ramirez Dominguez (ASU: Arizona State University)H-Index: 3
Last.Yoshitaka MorimotoH-Index: 1
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#1Visar Berisha (ASU: Arizona State University)H-Index: 11
#2Alan Wisler (ASU: Arizona State University)H-Index: 4
Last.Andreas Spanias (ASU: Arizona State University)H-Index: 26
view all 4 authors...
Cited By3
Newest
#1Henry Braun (ASU: Arizona State University)H-Index: 4
#2Pavan K. Turaga (ASU: Arizona State University)H-Index: 21
Last.Cihan Tepedelenlioglu (ASU: Arizona State University)H-Index: 26
view all 6 authors...
#1Sunil RaoH-Index: 2
#2Andreas SpaniasH-Index: 26
Last.Cihan TepedelenliogluH-Index: 26
view all 0 authors...
Oct 1, 2018 in ICIP (International Conference on Image Processing)
#1Sameeksha Katoch (ASU: Arizona State University)H-Index: 1
#2Pavan K. Turaga (ASU: Arizona State University)H-Index: 21
Last.Cihan Tepedelenlioglu (ASU: Arizona State University)H-Index: 26
view all 4 authors...
#1Farib Khondoker (ASU: Arizona State University)
#2Sunil Rao (ASU: Arizona State University)H-Index: 2
Last.Cihan Tepedelenlioglu (ASU: Arizona State University)H-Index: 26
view all 4 authors...
#1Sameeksha Katoch (ASU: Arizona State University)H-Index: 1
#2Gowtham Muniraju (ASU: Arizona State University)H-Index: 1
Last.Devarajan SrinivasanH-Index: 2
view all 8 authors...
#1Gowtham Muniraju (ASU: Arizona State University)H-Index: 1
#2Sai Zhang (ASU: Arizona State University)H-Index: 4
view all 7 authors...
#1Uday Shankar Shanthamallu (ASU: Arizona State University)H-Index: 2
#2Andreas Spanias (ASU: Arizona State University)H-Index: 26
Last.Mike Stanley (NXP Semiconductors)H-Index: 1
view all 4 authors...
#1Gowtham Muniraju (ASU: Arizona State University)H-Index: 1
#2Sunil Rao (ASU: Arizona State University)H-Index: 2
Last.Devarajan SrinivasanH-Index: 2
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