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Yiqi Yang

Publications (4)

Application of WOA-Based LSSVM Model for Wind Speed Prediction in Mianyang, China

Yiqi Yang, Longfeng Zhang & Xin He · Journal of Energy Research and Reviews · 2023

In recent years, countries have vigorously developed renewable energy resources to alleviate energy shortages and improve the environment. Wind energy, as a clean and renewable new energy source, has been increasing its power generation capacity, but the wind power generation its...

Open access Research Article 10.9734/jenrr/2023/v14i3283

Application of Stacking-Based Ensemble Learning Model for Water Quality Prediction

Longfeng Zhang, Yiqi Yang, Yanqiao Deng, Hao Kang & Tingting Hua-ng · Asian Research Journal of Mathematics · 2022

Water is the source of life, and the growth of animals and plants cannot leave the water source. The quality of water will directly affect the life and health of humans, animals and plants. In order to predict the concentration and changing trend of various pollutants in water bo...

Open access Research Article 10.9734/arjom/2022/v18i730391

Forecasting of Road Traffic Flow Based on Harris Hawk Optimization and XGBoost

Longfeng Zhang, Yiqi Yang, Yanqiao Deng & Hao Kang · Journal of Advances in Mathematics and Computer Science · 2022

With the development of society and economy, people's living standards are improving day by day. The number of private cars is increasing, and the problem of urban traffic congestion is becoming more and more serious. Short-term traffic flow prediction is crucial to assist intell...

Open access Research Article 10.9734/jamcs/2022/v37i230433

Research on Urban Road Traffic Flow Prediction Based on Wavelet Denoising and Multi-layer Perceptron

Longfeng Zhang, Yiqi Yang, Hao Kang & Yanqiao Deng · Current Journal of Applied Science and Technology · 2022

Aims: Develop a novel traffic flow prediction model to improve the accuracy of traffic flow prediction, better assist intelligent traffic management, improve traffic efficiency, reduce traffic congestion, and thus better improve sanitation and quality of life. Study Design:  Deve...

Open access Research Article 10.9734/cjast/2022/v41i431660