Novel Technique for Developing Linearized Convex System Models from Experimentally Derived Data: Preprint
Abstract
This paper presents a novel technique for generating a convex system model from an experimentally derived data set which features variance among repeated measurements. The convex system model developed as a test case characterizes the dynamic system losses of a vanadium redox low battery as a function of the active power output and the battery state of charge.
- Authors:
-
- National Renewable Energy Laboratory (NREL), Golden, CO (United States)
- Publication Date:
- Research Org.:
- National Renewable Energy Lab. (NREL), Golden, CO (United States)
- Sponsoring Org.:
- New Energy and Industrial Technology Development Organization (NEDO)
- OSTI Identifier:
- 1572642
- Report Number(s):
- NREL/CP-5D00-72754
- DOE Contract Number:
- AC36-08GO28308
- Resource Type:
- Conference
- Resource Relation:
- Conference: Presented at the IEEE Power and Energy Society (PES) General Meeting, 4-8 August 2019, Atlanta, Georgia
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 24 POWER TRANSMISSION AND DISTRIBUTION; clustering; system model; convex hull; piece-wise linear models; DB-scan; vanadium redox flow battery
Citation Formats
Latif, Aadil, Bryce, Richard, and Nagarajan, Adarsh. Novel Technique for Developing Linearized Convex System Models from Experimentally Derived Data: Preprint. United States: N. p., 2019.
Web.
Latif, Aadil, Bryce, Richard, & Nagarajan, Adarsh. Novel Technique for Developing Linearized Convex System Models from Experimentally Derived Data: Preprint. United States.
Latif, Aadil, Bryce, Richard, and Nagarajan, Adarsh. 2019.
"Novel Technique for Developing Linearized Convex System Models from Experimentally Derived Data: Preprint". United States. https://www.osti.gov/servlets/purl/1572642.
@article{osti_1572642,
title = {Novel Technique for Developing Linearized Convex System Models from Experimentally Derived Data: Preprint},
author = {Latif, Aadil and Bryce, Richard and Nagarajan, Adarsh},
abstractNote = {This paper presents a novel technique for generating a convex system model from an experimentally derived data set which features variance among repeated measurements. The convex system model developed as a test case characterizes the dynamic system losses of a vanadium redox low battery as a function of the active power output and the battery state of charge.},
doi = {},
url = {https://www.osti.gov/biblio/1572642},
journal = {},
number = ,
volume = ,
place = {United States},
year = {Thu Oct 24 00:00:00 EDT 2019},
month = {Thu Oct 24 00:00:00 EDT 2019}
}
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