Work

Improved fractional exponential curve model for nuclear energy generation in Asia-Pacific region

Year: 2025

Type: article

Abstract: To further improve the modelling and forecasting accuracy of the exponential curve model, a new type of exponential curve model is proposed by combining the fractional-order data processing method and a first-order polynomial term. The parameters involved are solved by the piecewise summation technique and the intelligent optimization algorithm. Furthermore, the new model is applied to nuclear energy generation in Asia-Pacific, and the results are compared with the exponential curve model, the modified exponential curve model, and the fractional-order modified exponential curve model. These results indicate that the newly proposed model can obtain more competitive results.

Source: Thermal Science

DOI: 10.2298/tsci2502339z

Authors: Kai Zuo, Wen-Qing Wu

Institutions: Chengdu Normal University, Civil Aviation Flight University of China

Language: English

Topic: Grey System Theory Applications

Subfield: Management Science and Operations Research

Field: Decision Sciences

Domain: Social Sciences

SDGs: Affordable and clean energy, Industry, innovation and infrastructure

Open Access status: gold

Estimated APC paid: $161