TY - GEN
T1 - Towards operational validation
T2 - 20th Power Systems Computation Conference, PSCC 2018
AU - Schweitzer, Eran
AU - Xu, Ti
AU - Birchfield, Adam B.
AU - Scaglione, Anna
AU - Overbye, Thomas J.
AU - Thomas, Robert J.
AU - Wang, Zhifang
N1 - Publisher Copyright:
© 2018 Power Systems Computation Conference.
PY - 2018/8/20
Y1 - 2018/8/20
N2 - Validation is a critical component in the development of synthetic models, which aims to convince a user that a model achieves its claims of realism. While users of power system test cases are primarily interested in operational results, which could be considered outputs, it is more convenient and feasible to control distributions of data inputs, both structural and otherwise. Validation metrics, are therefore generally focused on input rather than operation features. This paper investigates the link between input and output statistics in power system. Better understanding of this relationship allows validation to continue to focus largely on input statistics, while at the same time offering some assurance about operational behavior.
AB - Validation is a critical component in the development of synthetic models, which aims to convince a user that a model achieves its claims of realism. While users of power system test cases are primarily interested in operational results, which could be considered outputs, it is more convenient and feasible to control distributions of data inputs, both structural and otherwise. Validation metrics, are therefore generally focused on input rather than operation features. This paper investigates the link between input and output statistics in power system. Better understanding of this relationship allows validation to continue to focus largely on input statistics, while at the same time offering some assurance about operational behavior.
KW - Model Validation
KW - Network Analysis
KW - Power System Topology
KW - Synthetic Power Systems
UR - http://www.scopus.com/inward/record.url?scp=85054036943&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85054036943&partnerID=8YFLogxK
U2 - 10.23919/PSCC.2018.8442880
DO - 10.23919/PSCC.2018.8442880
M3 - Conference contribution
AN - SCOPUS:85054036943
SN - 9781910963104
T3 - 20th Power Systems Computation Conference, PSCC 2018
BT - 20th Power Systems Computation Conference, PSCC 2018
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 11 June 2018 through 15 June 2018
ER -