Qingping He

Applications of Fractional Time Delayed Grey Model in Primary Energy Consumption Prediction

Qingping He & Yiwu Hao · Journal of Energy Research and Reviews · 2024

The prediction of total energy consumption is crucial across various domains including the economy, environment, market, and geopolitics. Accurate forecasts can guide policy-making, investment decisions, and international strategies, contributing to sustainable development and en...

Open access Research Article 10.9734/jenrr/2024/v16i5351

Forecasting U.S. Fossil Energy Consumption: Advancing Accuracy with Multilayer Perceptron and Residual Learning

Yiwu Hao & Qingping He · Journal of Energy Research and Reviews · 2024

Accurate midterm forecasts of fossil fuel consumption are essential for effective energy planning, economic management, and resource allocation. While machine learning models have demonstrated their efficacy in handling large-scale nonlinear datasets, many, including Multilayer P...

Open access Research Article 10.9734/jenrr/2024/v16i6354