Kai Tang

A Hybrid Model Based on Grey Wolf Optimizer and Lagrangian Support Vector Regression for European Natural Gas Consumption Forecasting

Kai Tang, Jiahui Li, MengTing Yang, Xinyi Yang, Junxiong Feng & Suhang Liu · Journal of Energy Research and Reviews · 2023

Natural gas plays an important role in industry as a clean energy, with the intensification of the Russia-Ukraine war, there is a large-scale energy shortage in Europe, and the natural gas supply in Europe has a natural gas crisis due to the cut-off of the Nord Stream No.1 pipeli...

Open access Research Article 10.9734/jenrr/2023/v13i2258

Forecasting Study of Natural Gas Consumption by Combined Models Based on LASSO and WOA

Kai Tang, Huijia Li & Zishu Qian · Asian Research Journal of Mathematics · 2023

As the impact of the Russia-Ukraine war continues to expand, energy shortages appear in Europe. After Russia cut off the Nord Stream 1 pipeline that transported natural gas to Europe, most European countries experienced a natural gas crisis, severely affecting Germany. In order t...

Open access Research Article 10.9734/arjom/2023/v19i1635