Forecasting methods in energy planning models

KB Debnath, M Mourshed - Renewable and Sustainable Energy Reviews, 2018 - Elsevier
Energy planning models (EPMs) play an indispensable role in policy formulation and energy
sector development. The forecasting of energy demand and supply is at the heart of an EPM …

A review on machine learning forecasting growth trends and their real-time applications in different energy systems

T Ahmad, H Chen - Sustainable Cities and Society, 2020 - Elsevier
Energy forecasting and planning play an important role in energy sector development and
policy formulation. The forecasting model selection mostly based on the availability of the …

A grey-based green supplier selection model for uncertain environments

SAS Haeri, J Rezaei - Journal of cleaner production, 2019 - Elsevier
The concept of green supply chain management emerged as a response to increasing
public awareness of environmental protection in the past few decades. As companies tend …

[KSIĄŻKA][B] Grey prediction

S Liu, Y Lin - 2006 - Springer
Prediction is an action based on discussions and studies of the past to tell about the future.
Grey prediction is based on some theoretical treatment of the original data and …

Improving performance evaluation based on balanced scorecard with grey relational analysis and data envelopment analysis approaches: Case study in water and …

F Sarraf, SH Nejad - Evaluation and program planning, 2020 - Elsevier
Various approaches are used to measure the firms' performance. Grey relational analysis is
one of the multiple attribute decision-making methods and data envelopment analysis is …

A review of multi-criteria decision-making methods applied to the sustainable bridge design

V Penadés-Plà, T García-Segura, JV Martí, V Yepes - Sustainability, 2016 - mdpi.com
The construction of bridges has been necessary for societies since ancient times, when the
communication between and within towns, cities or communities was established. Until …

Grey prediction with rolling mechanism for electricity demand forecasting of Turkey

D Akay, M Atak - energy, 2007 - Elsevier
The need for energy supply, especially for electricity, has been increasing in the last two
decades in Turkey. In addition, owing to the uncertain economic structure of the country …

Short-term prediction of COVID-19 spread using grey rolling model optimized by particle swarm optimization

Z Ceylan - Applied soft computing, 2021 - Elsevier
The prediction of the spread of coronavirus disease 2019 (COVID-19) is vital in taking
preventive and control measures to reduce human health damage. The Grey Modelling (1 …

Multi-attribute decision-making model by applying grey numbers

EK Zavadskas, A Kaklauskas, Z Turskis… - …, 2009 - content.iospress.com
Multi-attribute analysis is a useful tool in many economical, managerial, constructional, etc.
problems. The accuracy of performance measures in COPRAS (The multi-attribute COmplex …

Comparison of direct and iterative artificial neural network forecast approaches in multi-periodic time series forecasting

C Hamzaçebi, D Akay, F Kutay - Expert systems with applications, 2009 - Elsevier
Artificial neural network is a valuable tool for time series forecasting. In the case of
performing multi-periodic forecasting with artificial neural networks, two methods, namely …