Clustered Hybrid Wind Power Prediction Model Based on ARMA, PSO-SVM, and Clustering Methods
Wind power prediction is the key technology to the safe dispatch and stable operation of power system with large-scale integration of wind power. In this work, based on the historical data of wind power, wind speed and temperature, the autoregressive ...
Yurong Wang, Dongchuan Wang, Yi Tang
semanticscholar +1 more source
Energy management and optimization of vehicle-to-grid systems for wind power integration
An approach to smoothing the fluctuations of large-scale wind power is investigated using vehicle-to-grid (V2G) systems. First, an energy management and optimization system is designed and modeled.
Wen Wang, Liu Liu, Ji-zhen Liu, Zhe Chen
semanticscholar +1 more source
Wind Power Forecasting Methods Based on Deep Learning: A Survey [PDF]
Accurate wind power forecasting in wind farm can effectively reduce the enormous impact on grid operation safety when high permeability intermittent power supply is connected to the power grid.
Deng, Xing+4 more
core +2 more sources
Grid Converters for Photovoltaic and Wind Power Systems
About the Authors. Preface. Acknowledgements. 1 Introduction. 1.1 Wind Power Development. 1.2 Photovoltaic Power Development. 1.3 The Grid Converter The Key Element in Grid Integration of WT and PV Systems. 2 Photovoltaic Inverter Structures.
R. Teodorescu+2 more
semanticscholar +1 more source
Maximum power point tracking for variable-speed fixed-pitch small wind turbines [PDF]
Variable-speed, fixed-pitch wind turbines are required to optimize power output performance without the aerodynamic controls. A wind turbine generator system is operated such that the optimum points of wind rotor curve and electrical generator curve ...
Jovanovic, Milutin+3 more
core +1 more source
Study on Lubrication-Photothermal Synergistic Deicing of CNT Coating on Wind Turbine Blades
Aiming at the problem of wind turbine blades' icing, a carbon nanotube composite photothermal coating with both active deicing and passive anti-icing properties was prepared by the spin-coating method.
Jianjun He+7 more
doaj +1 more source
Optimization Analysis of Permanent-Magnet Direct-Drive Wind Turbine Elbow Shape Nacelle
[Introduction] In view of the irregular geometric shape, complex load and heavy weight of the nacelle of a permanent magnet direct drive wind turbine, it is necessary to optimize the analysis and design.
Fangshu CHEN, Xuebing YANG, Feng SHI
doaj +1 more source
The Legitimacy of Wind Power in Germany [PDF]
Legitimacy is a crucial factor determining the success of technologies in the early stages of development and for maintaining resource flows as well as public and political support across the technology life cycle. In sustainability transitions that unfold over long periods of time, the maintenance of legitimacy of technologies identified as vital for ...
Dehler-Holland, Joris+2 more
openaire +4 more sources
Benefits of spatio-temporal modelling for short term wind power forecasting at both individual and aggregated levels [PDF]
The share of wind energy in total installed power capacity has grown rapidly in recent years around the world. Producing accurate and reliable forecasts of wind power production, together with a quantification of the uncertainty, is essential to ...
Ackermann+43 more
core +3 more sources
What to expect from a greater geographic dispersion of wind farms? - A risk portfolio approach [PDF]
The UK, like many other industrialised countries, is committed to reducing greenhouse gas emissions under the Kyoto Protocol. To achieve this goal the UK is increasingly turning towards wind power as a source of emissions free energy.
Ben Drake+9 more
core +1 more source