Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Comparative study of clustering techniques for real-time dynamic model reduction

Journal Article · · Statistical Analysis and Data Mining
DOI:https://doi.org/10.1002/sam.11352· OSTI ID:1376759
 [1];  [2];  [3];  [4];  [5];  [6];  [4]
  1. National Security Directorate, Pacific Northwest National Laboratory, Richland, Washington
  2. School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, Oregon
  3. Physical and Computational Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington
  4. Energy and Environment Directorate, Pacific Northwest National Laboratory, Richland, Washington
  5. Department of Mathematics, Purdue University, West Lafayette, Indiana
  6. EnerMod, Austin, Texas
Not Available
Sponsoring Organization:
USDOE
OSTI ID:
1376759
Alternate ID(s):
OSTI ID: 1511468
Journal Information:
Statistical Analysis and Data Mining, Journal Name: Statistical Analysis and Data Mining; ISSN 1932-1864
Publisher:
WileyCopyright Statement
Country of Publication:
United States
Language:
English

References (21)

Power System Oscillations book January 2000
On the determination of χl,η+−0 AND η000 from bubble chamber measurements journal June 1975
Benchmarking optimization software with performance profiles journal January 2002
Stochastic Simulation of Patterns Using Distance-Based Pattern Modeling journal April 2010
A tutorial on spectral clustering journal August 2007
Krylov subspace techniques for reduced-order modeling of large-scale dynamical systems journal October 2002
A new tool for dynamic security assessment of power systems journal December 1998
Graph clustering journal August 2007
Local spectral variability features for speaker verification journal March 2016
A survey of model reduction methods for large-scale systems book January 2001
Inertial and slow coherency aggregation algorithms for power system dynamic model reduction journal May 1995
Model validation for the August 10, 1996 WSCC system outage journal January 1999
Real-time dynamic security assessment of power systems with large amount of wind power using Case-Based Reasoning methodology
  • Tiako, R.; Jayaweera, D.; Islam, S.
  • 2012 IEEE Power & Energy Society General Meeting. New Energy Horizons - Opportunities and Challenges, 2012 IEEE Power and Energy Society General Meeting https://doi.org/10.1109/PESGM.2012.6345033
conference July 2012
Distributed hierarchical control architecture for transient dynamics improvement in power systems conference July 2014
Coherency for interconnected power systems journal February 1981
K-Means-Type Algorithms: A Generalized Convergence Theorem and Characterization of Local Optimality journal January 1984
Linear Performance Indices to Predict Oscillatory Stability Problems in Power Systems journal May 2004
An Online Dynamic Security Assessment Scheme Using Phasor Measurements and Decision Trees journal November 2007
Dynamic-Feature Extraction, Attribution, and Reconstruction (DEAR) Method for Power System Model Reduction journal September 2014
Partitioning Sparse Matrices with Eigenvectors of Graphs journal July 1990
Towards effective clustering techniques for the analysis of electric power grids
  • Hogan, Emilie; Cotilla-Sanchez, Eduardo; Halappanavar, Mahantesh
  • Proceedings of the 3rd International Workshop on High Performance Computing, Networking and Analytics for the Power Grid - HiPCNA-PG '13 https://doi.org/10.1145/2536780.2536785
conference January 2013

Similar Records

Comparative Study of Clustering Techniques for Real-Time Dynamic Model Reduction
Journal Article · 2017 · Statistical Analysis and Data Mining · OSTI ID:1511468

Monte Carlo Study of Real Time Dynamics on the Lattice
Journal Article · 2016 · Physical Review Letters · OSTI ID:1297270

Clock quantum Monte Carlo technique: An imaginary-time method for real-time quantum dynamics
Journal Article · 2015 · Physical Review A · OSTI ID:1181442

Related Subjects