Industry 4.0 and demand forecasting of the energy supply chain: A literature review
The number of publications in demand forecasting of the energy supply chain augmented
meaningfully due to the 2008 global financial crisis and its consequence on the global …
meaningfully due to the 2008 global financial crisis and its consequence on the global …
Using a novel multi-variable grey model to forecast the electricity consumption of Shandong Province in China
L Wu, X Gao, Y Xiao, Y Yang, X Chen - Energy, 2018 - Elsevier
The electricity consumption forecasting problem is especially important for policy making in
developing region. To properly formulate policies, it is necessary to have reliable forecasts …
developing region. To properly formulate policies, it is necessary to have reliable forecasts …
A novel particle swarm optimization-based grey model for the prediction of warehouse performance
Warehouses constitute a key component of supply chain networks. An improvement to the
operational efficiency and the productivity of warehouses is crucial for supply chain …
operational efficiency and the productivity of warehouses is crucial for supply chain …
An adaptive Grey-Markov model based on parameters Self-optimization with application to passenger flow volume prediction
It has been demonstrated that local prediction approaches show better prediction
performance compared with global ones. The paper proposes a novel local prediction …
performance compared with global ones. The paper proposes a novel local prediction …
Modeling carbon emission trajectory of China, US and India
Developing more effective carbon mitigation strategies requires accurate forecasting of
carbon emissions. This is especially true for China, the United States and India, which …
carbon emissions. This is especially true for China, the United States and India, which …
[HTML][HTML] An interpretable multi-stage forecasting framework for energy consumption and CO2 emissions for the transportation sector
The transportation sector is deemed one of the primary sources of energy consumption and
greenhouse gases throughout the world. To realise and design sustainable transport, it is …
greenhouse gases throughout the world. To realise and design sustainable transport, it is …
Forecasting the non-renewable energy consumption by an adjacent accumulation grey model
H Zhao, W Lifeng - Journal of Cleaner Production, 2020 - Elsevier
This paper proposes an adjacent accumulation discrete grey model to enhance the
prediction accuracy of grey model and improve the utilization of new data. The stability of the …
prediction accuracy of grey model and improve the utilization of new data. The stability of the …
A multivariate grey prediction model based on energy logistic equation and its application in energy prediction in China
H Duan, X Pang - Energy, 2021 - Elsevier
The energy consumption problem is an important issue in the development process of
various countries, and scientific methods for predicting energy consumption can assist …
various countries, and scientific methods for predicting energy consumption can assist …
[HTML][HTML] Analyzing the Impact of GDP on CO2 Emissions and Forecasting Africa's Total CO2 Emissions with Non-Assumption Driven Bidirectional Long Short-Term …
B Ameyaw, L Yao - Sustainability, 2018 - mdpi.com
The amount of total carbon dioxide (CO2) emissions emitted into the environment threatens
both human and global ecosystems. Based on this background, this study first analyzed the …
both human and global ecosystems. Based on this background, this study first analyzed the …
Investigating, forecasting and proposing emission mitigation pathways for CO2 emissions from fossil fuel combustion only: A case study of selected countries
B Ameyaw, L Yao, A Oppong, JK Agyeman - Energy policy, 2019 - Elsevier
In this study, we investigate the direction of causal relationship between carbon dioxide (CO
2) emissions from fossil fuel combustion only (CO 2 EFFCO) and economic growth for the …
2) emissions from fossil fuel combustion only (CO 2 EFFCO) and economic growth for the …