Analysis and prediction of development trends of new energy vehicles based on ISM-ARIMA-LSTM
Jian Li, Dexian Zeng, Siyi Wang, Ying Wang, Xinyi Wen, Yunzheng Liu · 2024
Under the development trend of intelligent and electrification in the automotive industry, the scale of new energy vehicles has exploded. Simultaneously, a series of problems restrict the development of the electric vehicle industry. In this paper, we use the ISM model to analyze the interaction between various factors which affected the development of the new energy automobile industry. We use ARIMA and LSTM model to analyze the main factors affecting the development of new energy electric vehicles, predict their future development and consider their impact on the ecological environment and other traditional industries.