Research of Distributed Photovoltaic Output Fluctuation Suppression Method Based on Improved FPA
نویسندگان
چکیده
Abstract Due to weather changes, the distributed photovoltaic (PV) output power has fluctuations, seriously affecting quality of distribution network. This paper proposes a PV fluctuation suppression method based on improved Flower Pollination Algorithm (FPA) solve above problem. uses an annihilation perturbation mechanism and linear weights update pollen position, which mainly affects plants. The time constant first-order low-pass filter is optimized, flower pollination algorithm utilized for optimization obtain optimal filter, suppressing integrating station’s output. simulations indicate that better than other evaluated algorithms improvement about 11% over particle swarm algorithm.
منابع مشابه
Cross-Correlation of Photovoltaic Output Fluctuation in Power System Operation for Large-Scale Photovoltaic Integration
We analyzed the cross-correlation of Photovoltaic (PV) output fluctuation for the actual PV output time series data in both the Tokyo area and the whole of Japan using the principal component analysis with the random matrix theory. Based on the obtained cross-correlation coefficients, the forecast error for PV output was estimated with/without considering the cross-correlations. Then operation ...
متن کاملIslanding Detection Method of Distributed Generation Based on Wavenet
Due to the increasing need to distributed energy resources in power systems, their problems should be studied. One of the main problem of distributed energy resources is unplanned islanding. The unplanned islanding has some dangers to the power systems and the repairman which are works with the incorrect devices. In this paper, a passive local method is proposed. The proposed method is based on...
متن کاملthe comparative impact of prompts and recasts in processing instruction versus meaningful output-based instruction on efl learners’ writing accuracy
the purpose of the present study was to see which one of the two instruction-processing instruction (pi) and meaningful output based instruction (mobi) accompanied with prompt and recast- is more effective on efl learners’ writing accuracy. in order to homogenize the participants in term of language proficiency a preliminary english test (pet) was administrated between 74 intermediate students ...
Research of Distributed Query and Optimization Method Based on Metadata
A method of distributed query based on metadata, which uses metadata to define and manage the virtual table containing key information of the data source, has been studied in this paper. Then, in view of the different data level, designed two different data solutions based on query and optimization, for applying to common data and huge data respectively. In common data query, using the virtual ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of physics
سال: 2023
ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']
DOI: https://doi.org/10.1088/1742-6596/2418/1/012005