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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Bent, R. Daniel, W.B. |
| Copyright Year | 2011 |
| Description | Author affiliation: Decision Applications Division of Los Alamos National Laboratory (Bent, R.; Daniel, W.B.) |
| Abstract | In recent years the transmission network expansion planning problem (TNEP) has become increasingly complex. As the TNEP is a non-linear and non-convex optimization problem, researchers have traditionally focused on approximate models of power flows to solve the TNEP. Existing approaches are often tightly coupled to the approximation choice. Until recently these approximations have produced results that are straight-forward to adapt to the more complex (real) problem. However, the power grid is evolving towards a state where the adaptations are no longer easy (e.g. large amounts of limited control, renewable generation) and necessitates new approaches. Recent work on deterministic Discrepancy Bounded Local Search (DBLS) has shown it to be quite effective in addressing this question. DBLS encapsulates the complexity of power flow modeling in a black box that may be queried for information about the quality of proposed expansions. In this paper, we propose a randomization strategy that builds on DBLS and dramatically increases the computational efficiency of the algorithm. |
| Starting Page | 1 |
| Ending Page | 8 |
| File Size | 612219 |
| Page Count | 8 |
| File Format | |
| ISBN | 9781457710001 |
| ISSN | 19449925 |
| e-ISBN | 9781457710025 |
| e-ISBN | 9781457710018 |
| DOI | 10.1109/PES.2011.6039443 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2011-07-24 |
| Publisher Place | USA |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Biological system modeling Computational modeling Adaptation models Mathematical model Planning Optimization Integrated circuit modeling Local Search Transmission Expansion Planning TNEP |
| Content Type | Text |
| Resource Type | Article |
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