An Eigendecomposition Approach to Weighted Graph Matching Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Algorithm for Subgraph Isomorphism
Journal of the ACM (JACM)
A (Sub)Graph Isomorphism Algorithm for Matching Large Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Metalevel Component-Based Framework for Distributed Computing Applications
Proceedings of the Fourth Annual ACIS International Conference on Computer and Information Science
Hi-index | 0.10 |
This paper presents a novel algorithm for finding the catalog of topologies in a power system's model in the Common Information Model (CIM) format. The algorithm prepares the models of complex, large-scale power systems (e.g., Smart Grids with renewable energy sources) and allows analytic Distribution Management System (DMS) functions to achieve high performance and optimize the power system operation in real time. It utilizes the Ullmann graph isomorphism algorithm to find unique topologies. In addition, it is optimized for parallel execution on 64-bit, multi-processor computers. Its ability to handle large amounts of data was verified on detailed, real-life electric power system data.