Published May 1, 2017 | Version v1
Journal article

Multi-objective optimal power flow for active distribution network considering the stochastic characteristic of photovoltaic

  • 1. Technology Research Center of China Southern Power Grid Co.Ltd, Guangzhou (China)
  • 2. School of Electrical Power South China University of Technology, Guangzhou (China)

Description

To mitigate the impact on the distribution networks caused by the stochastic characteristic and high penetration of photovoltaic, a multi-objective optimal power flow model is proposed in this paper. The regulation capability of capacitor, inverter of photovoltaic and energy storage system embedded in active distribution network are considered to minimize the expected value of active power the T loss and probability of voltage violation in this model. Firstly, a probabilistic power flow based on cumulant method is introduced to calculate the value of the objectives. Secondly, NSGA-II algorithm is adopted for optimization to obtain the Pareto optimal solutions. Finally, the best compromise solution can be achieved through fuzzy membership degree method. By the multi-objective optimization calculation of IEEE34-node distribution network, the results show that the model can effectively improve the voltage security and economy of the distribution network on different levels of photovoltaic penetration. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1755-1315/67/1/012015

Additional details

Publishing Information

Journal Title
IOP Conference Series: Earth and Environmental Science (Online)
Journal Volume
67
Journal Issue
1
Journal Page Range
[9 p.]
ISSN
1755-1315

Conference

Title
7. International Conference on Environment and Industrial Innovation
Dates
24-26 Apr 2017
Place
Kuala Lumpur (Malaysia)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
52100508
Subject category
S14: SOLAR ENERGY;
Resource subtype / Literary indicator
Conference
Descriptors DEI
CAPACITORS; ELECTRIC POTENTIAL; ENERGY STORAGE SYSTEMS; FLOW MODELS; FUZZY LOGIC; INVERTERS; OPTIMIZATION; PHOTOVOLTAIC EFFECT; PROBABILISTIC ESTIMATION; SOLAR CELLS; STOCHASTIC PROCESSES
Descriptors DEC
CALCULATION METHODS; DIRECT ENERGY CONVERTERS; ELECTRICAL EQUIPMENT; ENERGY SYSTEMS; EQUIPMENT; MATHEMATICAL LOGIC; MATHEMATICAL MODELS; PHOTOELECTRIC CELLS; PHOTOELECTRIC EFFECT; PHOTOVOLTAIC CELLS; SOLAR EQUIPMENT