Balancing Autonomy and Utilization of Solar Power and Battery Storage for Demand Based Microgrids.
Abstract
The growth of intermittent solar power has developed a need for energy storage systems in order to decouple generation and supply of energy. Microgrid (MG) systems comprising of solar arrays with battery energy storage studied in this paper desire high levels of autonomy, seeking to meet desired demand at all times. Large energy storage capacity is required for high levels of autonomy, but much of this expensive capacity goes unused for a majority of the year due to seasonal fluctuations of solar generation. In this paper, a model-based study of MGs comprised of solar generation and battery storage shows the relationship between system autonomy and battery utilization applied to multiple demand cases using a single particle battery model (SPM). The SPM allows for more accurate state-of-charge and utilization estimation of the battery than previous studies of renewably powered systems that have used empirical models. The increased accuracy of battery state estimation produces a better assessment of system performance. Battery utilization will depend on the amount of variation in solar insolation as well as the type of demand required by the MG. Consumers must balance autonomy and desired battery utilization of a system within the needs of their grid.
- Authors:
- Publication Date:
- Research Org.:
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1225143
- Report Number(s):
- PNNL-SA-111424
Journal ID: ISSN 0378-7753
- DOE Contract Number:
- AC05-76RL01830
- Resource Type:
- Journal Article
- Journal Name:
- Journal of Power Sources
- Additional Journal Information:
- Journal Volume: 279; Journal ID: ISSN 0378-7753
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- solar power; battery storage; single particle battery model; microgrid
Citation Formats
Lawder, Matthew T., Viswanathan, Vilayanur V., and Subramanian, Venkat R. Balancing Autonomy and Utilization of Solar Power and Battery Storage for Demand Based Microgrids.. United States: N. p., 2015.
Web. doi:10.1016/j.jpowsour.2015.01.015.
Lawder, Matthew T., Viswanathan, Vilayanur V., & Subramanian, Venkat R. Balancing Autonomy and Utilization of Solar Power and Battery Storage for Demand Based Microgrids.. United States. https://doi.org/10.1016/j.jpowsour.2015.01.015
Lawder, Matthew T., Viswanathan, Vilayanur V., and Subramanian, Venkat R. 2015.
"Balancing Autonomy and Utilization of Solar Power and Battery Storage for Demand Based Microgrids.". United States. https://doi.org/10.1016/j.jpowsour.2015.01.015.
@article{osti_1225143,
title = {Balancing Autonomy and Utilization of Solar Power and Battery Storage for Demand Based Microgrids.},
author = {Lawder, Matthew T. and Viswanathan, Vilayanur V. and Subramanian, Venkat R.},
abstractNote = {The growth of intermittent solar power has developed a need for energy storage systems in order to decouple generation and supply of energy. Microgrid (MG) systems comprising of solar arrays with battery energy storage studied in this paper desire high levels of autonomy, seeking to meet desired demand at all times. Large energy storage capacity is required for high levels of autonomy, but much of this expensive capacity goes unused for a majority of the year due to seasonal fluctuations of solar generation. In this paper, a model-based study of MGs comprised of solar generation and battery storage shows the relationship between system autonomy and battery utilization applied to multiple demand cases using a single particle battery model (SPM). The SPM allows for more accurate state-of-charge and utilization estimation of the battery than previous studies of renewably powered systems that have used empirical models. The increased accuracy of battery state estimation produces a better assessment of system performance. Battery utilization will depend on the amount of variation in solar insolation as well as the type of demand required by the MG. Consumers must balance autonomy and desired battery utilization of a system within the needs of their grid.},
doi = {10.1016/j.jpowsour.2015.01.015},
url = {https://www.osti.gov/biblio/1225143},
journal = {Journal of Power Sources},
issn = {0378-7753},
number = ,
volume = 279,
place = {United States},
year = {Wed Apr 01 00:00:00 EDT 2015},
month = {Wed Apr 01 00:00:00 EDT 2015}
}