TY - GEN
T1 - Impact of short-term variations in the generation output of geographically dispersed PV systems
AU - Kim, Insu
AU - Begovic, Miroslav
AU - Vidakovic, Branislav
AU - Djuric, Petar
AU - Jeremic, Vladimir
N1 - Publisher Copyright:
© 2017 Proceedings of the Annual Hawaii International Conference on System Sciences. All rights reserved.
PY - 2017
Y1 - 2017
N2 - When viewed in hourly intervals, a solar photovoltaic (PV) system appears to have a more stable output than usual. However, there are short-term rapid variations in its generation output that result from transient cloudiness and weather disturbances in the atmosphere. By using Monte Carlo simulations applied to a Markov model, this study demonstrates the short-term intermittency of the transient weather conditions and estimates the generation of geographically dispersed PV systems with a capacity of ten percent of peak demand of a statewide grid in one-minute intervals. This study found that geographically distributed PV systems evaluated in one-minute intervals could cope with peaks of a statewide power grid because of the smoothing effect caused by the geographical spread. The purpose of the exercise is to create a framework for integration and optimization of multiple generation sources in order to meet the uncertainty of the fast changing PV output under certain weather conditions.
AB - When viewed in hourly intervals, a solar photovoltaic (PV) system appears to have a more stable output than usual. However, there are short-term rapid variations in its generation output that result from transient cloudiness and weather disturbances in the atmosphere. By using Monte Carlo simulations applied to a Markov model, this study demonstrates the short-term intermittency of the transient weather conditions and estimates the generation of geographically dispersed PV systems with a capacity of ten percent of peak demand of a statewide grid in one-minute intervals. This study found that geographically distributed PV systems evaluated in one-minute intervals could cope with peaks of a statewide power grid because of the smoothing effect caused by the geographical spread. The purpose of the exercise is to create a framework for integration and optimization of multiple generation sources in order to meet the uncertainty of the fast changing PV output under certain weather conditions.
UR - https://www.scopus.com/pages/publications/85065573712
M3 - Conference contribution
AN - SCOPUS:85065573712
T3 - Proceedings of the Annual Hawaii International Conference on System Sciences
SP - 3003
EP - 3010
BT - Proceedings of the 50th Annual Hawaii International Conference on System Sciences, HICSS 2017
A2 - Bui, Tung X.
A2 - Sprague, Ralph
PB - IEEE Computer Society
T2 - 50th Annual Hawaii International Conference on System Sciences, HICSS 2017
Y2 - 3 January 2017 through 7 January 2017
ER -