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Optimal Switch Placement in Distribution Systems: A High-Accuracy MILP Formulation
- Source :
- IEEE Transactions on Smart Grid. 11:5009-5018
- Publication Year :
- 2020
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2020.
-
Abstract
- A new solution method is introduced to the problem of optimally deploying manual and automatic switches in distribution systems, where the product of two continuous variables and the inverse of a continuous variable are reformulated as a linear relation. This leads to a (mixed integer linear problem) MILP power flow formulation too. The objective function includes cost and reliability. The cost term itself includes capital investment, installation, and maintenance costs (MC) as well as customer interruption cost (CIC); while the reliability term is represented by system average interruption duration index (SAIDI). The problem is formulated as a MILP, which guarantees a global optimal solution. The effectiveness of the proposed method is validated through various case studies and sensitivity analyses on the RBTS4, followed by a comprehensive discussion and analysis of results. The proposed MILP formulation prescribes fewer switches while achieving lower SAIDI, compared to that of a previous MINLP formulation.
- Subjects :
- Mathematical optimization
General Computer Science
Linear programming
Computer science
020209 energy
Reliability (computer networking)
020208 electrical & electronic engineering
Interruption Duration
Inverse
02 engineering and technology
Term (time)
Global optimal
Distribution system
0202 electrical engineering, electronic engineering, information engineering
Integer (computer science)
Subjects
Details
- ISSN :
- 19493061 and 19493053
- Volume :
- 11
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Smart Grid
- Accession number :
- edsair.doi...........50389631fbb54585d5db878235933dc9
- Full Text :
- https://doi.org/10.1109/tsg.2020.3000315