Stochastic backward/forward sweep power flow analysis for islanded microgrids
| Autor: | Lalitha Subramanian, Hoay Beng Gooi |
|---|---|
| Přispěvatelé: | School of Electrical and Electronic Engineering, Office of Academic Services, Energy Research Institute @ NTU (ERI@N) |
| Jazyk: | angličtina |
| Rok vydání: | 2018 |
| Předmět: |
Polynomial chaos
Computer science business.industry 05 social sciences Chaos Function AC power Power (physics) Electric power system Control theory Distributed generation 0502 economics and business Engineering::Electrical and electronic engineering [DRNTU] 050211 marketing Voltage droop Power-flow study Microgrid Hermite Polynomial business 050203 business & management |
| Popis: | Distributed generation-based islanded microgrids lack a constant reference voltage node, making it difficult to compute the power flows in the microgrid using traditional power system analysis tools. In this work, we model the droop equations that allow voltage and frequency regulation among the distributed sources in the backward/forward sweep algorithm. As a result, the system frequency is one of the unknown state variables that has to be computed by power flow analysis. Since the backward/forward sweep algorithm is primarily applied only to radial distribution systems, the algorithm is then modified to extend its applicability to weakly-meshed microgrid topologies. The distributed generation units are modelled as solar generation with their uncertainties defined by Beta distribution while the load uncertainties are modelled using normal distribution. Finally,astochasticislandedmicrogridpowerflowtoolisdeveloped using the polynomial chaos approximation technique. Accepted version |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|