Design flowchart of hybrid prediction system.

<div><p>Wind energy is a clean and renewable energy source with great potential for development, but the intermittent and stochastic characteristics of wind speed have brought great challenges to the effective development and utilisation of wind energy resources, resulting in high develo...

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التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Jiayuan Wang (3765376) (author)
منشور في:	2025
الموضوعات:	Ecology Science Policy Plant Biology Biological Sciences not elsewhere classified serial data modelling renewable energy source improving operational efficiency experimental results show different data scales data decomposition technique achieve data preprocessing wind energy resources mean square error cuckoo search algorithm brought great challenges autoregressive moving average wind speed data low time complexity high development costs determination approaching 1 better prediction performance hybrid prediction model good fitting accuracy wind speed prediction error hybrid prediction single algorithm significantly better great potential fitting accuracy weibull model true value sustainable development study proposes stochastic characteristics statistical characteristics residual sum research method relatively small reference basis pollination mechanism maximum value maximum deviation key issue kelm model effectively predict effectively evaluate effective development compared vmd combination model blstm model average coefficient accurately reflecting accurately assess
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Design flowchart of hybrid prediction system.

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