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A Hybrid Model with Applying Machine Learning Algorithms and Optimization Model to Forecast Greenhouse Gas Emissions with Energy Market Data

Bibliographic Data

ID21233857
AuthorsMajid Emami Javanmard (0000-0001-7786-5190, University of Tehran), S F Ghaderi (University of Tehran, corresponding author)
Year2022
Volume82
Pages103886
Publication date2022-07-01
Open AccessYes
TypeARTICLE
VenueSustainable Cities and Society (JOURNAL)
Journal identifiersISSN: 2210-6707 • E-ISSN: 2210-6715
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.scs.2022.103886
OpenAlexW4223570837
LanguageEN
Citations received8
References cited63

Algorithm · Autoregressive integrated moving average · Greenhouse gas · Machine learning · Time series · Air Quality Monitoring and Forecasting · Computer Science · Energy Load and Power Forecasting · Energy, Environment, Economic Growth · Engineering

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    Open Access•Ricardo Bernardino, Patrícia Baptista et al.•Sustainable Cities and Society•2025

  • Bridging electricity market and carbon emission market through electric vehicles

    Open Access•Xiang Lei, Hang Yu et al.•Sustainable Cities and Society•2023

  • Policy assessment in photovoltaic development using system dynamics

    Open Access•Mohammad Reza Heidari, Gholamreza Heravi•Sustainable Cities and Society•2023

  • Probing CO2 emission in Chengdu based on STRIPAT model and Tapio decoupling

    Open Access•Fengmei Yang, Longyu Shi et al.•Sustainable Cities and Society•2023

  • Unveiling causal dynamics and forecasting of urban carbon emissions in major emitting economies through multisource interaction

    Open Access•Xuedong Liang, Wenting Zhan et al.•Sustainable Cities and Society•2024

  • Searching for economic synergy and sustainability in Tehran metropolitan region

    Open Access•Saeid Zarghami, Anwar Eziz et al.•Sustainable Cities and Society•2025

  • Grey Wolf Optimizer

    Seyedali Mirjalili, Seyed Mohammad Mirjalili et al.•Advances in Engineering Software•2014

  • Long Short-Term Memory

    Sepp Hochreiter, Jurgen Schmidhuber•Neural Computation•1997

  • Random Forests

    Open Access•Leo Breiman•Machine Learning•2001

  • An improved pollution forecasting model with meteorological impact using multiple imputation and fine-tuning approach

    Open Access•K Krishna Rani Samal, Ankit Kumar Panda et al.•Sustainable Cities and Society•2021

  • Integrating energy and water optimization in buildings using multi-objective mixed-integer linear programming

    Open Access•Majid Emami Javanmard, S F Ghaderi et al.•Sustainable Cities and Society•2020

Citations per year2.67
Citation span2023 - 2025 (3)
Highly citedNo

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