Industry 5.0 and triple bottom line approach in supply chain management: the state-of-the-art

V Varriale, A Cammarano, F Michelino, M Caputo - Sustainability, 2023 - mdpi.com
Digital technologies could be key to solving several open issues in the context of supply
chain management (SCM) and sustainable development. The purpose of this article is to …

Application of forecasting strategies and techniques to natural gas consumption: A comprehensive review and comparative study

N Tian, B Shao, G Bian, H Zeng, X Li, W Zhao - Engineering Applications of …, 2024 - Elsevier
Accurate forecasting of natural gas consumption (NGC) plays an important role in energy
supply, energy trading, economic effects and environmental sustainability. NGC forecasts …

A graph neural network (GNN) method for assigning gas calorific values to natural gas pipeline networks

Z Yang, Z Liu, J Zhou, C Song, Q **ang, Q He, J Hu… - Energy, 2023 - Elsevier
Calorific value metering offers unique advantages in the natural gas industry. Based on a
graph neural network (GNN), this study proposes a method for metering the gas calorific …

[HTML][HTML] Natural gas consumption forecasting using a novel two-stage model based on improved sparrow search algorithm

W Qiao, Q Ma, Y Yang, H **, N Huang, X Yang… - Journal of Pipeline …, 2025 - Elsevier
The foundation of natural gas intelligent scheduling is the accurate prediction of natural gas
consumption (NGC). However, its volatility, brings difficulties and challenges in accurately …

Urban natural gas consumption forecasting by novel wavelet-kernelized grey system model

X Ma, H Lu, M Ma, L Wu, Y Cai - Engineering Applications of Artificial …, 2023 - Elsevier
Natural gas is playing a key role in the Carbon Neutral path, which is clean and abundant.
However it is difficult to collect sufficient data of urban natural gas consumption in China …

[HTML][HTML] Demand forecasting of spare parts with regression and machine learning methods: Application in a bus fleet

M İfraz, A Aktepe, S Ersöz, T Çetinyokuş - Journal of Engineering Research, 2023 - Elsevier
Forecasting the demand of spare parts of vehicles in bus fleets is a vital issue. Vehicles must
operate effectively and must have a high availability rate in the fleet. In maintenance …

Future availability of natural gas: Can it support sustainable energy transition?

VŞ Ediger, I Berk - Resources Policy, 2023 - Elsevier
Mitigating the adverse effects of global climate change and limiting global warming to 1.5° C
requires a complete transition from fossil fuels to renewable energy sources. Despite …

Forecast of natural gas consumption in the Asia-Pacific region using a fractional-order incomplete gamma grey model

P **ong, K Li, H Shu, J Wang - Energy, 2021 - Elsevier
To forecast natural gas consumption more accurately, to clearly understand the future supply
situation, and to optimize the allocation of resources, a new fractional-order accumulation …

Rapid transient operation control method of natural gas pipeline networks based on user demand prediction

K Wen, J Jiao, K Zhao, X Yin, Y Liu, J Gong, C Li… - Energy, 2023 - Elsevier
The natural gas pipeline networks play a vital role in Integrated Energy System (IES).
Simultaneously, with the increase in the number and types of users, the operational model …

Comparative study on monthly natural gas vehicle fuel consumption and industrial consumption using multi-hybrid forecast models

Z Pala - Energy, 2023 - Elsevier
Accurate natural gas consumption forecasting plays a significant role in production, supply,
and dispatching. Therefore, in this study, a new multi-hybrid model methodology is proposed …