Industry 4.0 and demand forecasting of the energy supply chain: A literature review

AR Nia, A Awasthi, N Bhuiyan - Computers & Industrial Engineering, 2021 - Elsevier
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 …

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 …

A novel particle swarm optimization-based grey model for the prediction of warehouse performance

MR Islam, SM Ali, AM Fathollahi-Fard… - Journal of …, 2021 - academic.oup.com
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 …

An adaptive Grey-Markov model based on parameters Self-optimization with application to passenger flow volume prediction

J Ye, Z Xu, X Gou - Expert Systems with Applications, 2022 - Elsevier
It has been demonstrated that local prediction approaches show better prediction
performance compared with global ones. The paper proposes a novel local prediction …

Modeling carbon emission trajectory of China, US and India

Q Wang, S Li, Z Pisarenko - Journal of Cleaner Production, 2020 - Elsevier
Developing more effective carbon mitigation strategies requires accurate forecasting of
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

Q Qiao, H Eskandari, H Saadatmand, MA Sahraei - Energy, 2024 - Elsevier
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 …

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 …

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 …

[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 …

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 …