Waste-To-Biofuel Production for the Transportation Sector

Energy, environment, and sustainability, Journal Year: 2024, Volume and Issue: unknown, P. 99 - 122

Published: Jan. 1, 2024

Language: Английский

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Advancements in the application of metal oxide nanocatalysts for sustainable biodiesel production

Deleted Journal, Journal Year: 2024, Volume and Issue: 6(5)

Published: May 7, 2024

Abstract The growing population and the unpalatable ecological impact of exploration utilization fossil-based fuels have resulted in increased demand for biofuel as an alternative fuel engines power generation. global biodiesel, a prominent member biofuels family, has continued to increase over past decades with researchers devising various means intensify cost-effective production. use metal oxide nanocatalysts is one feasible strategies meet quality biodiesel. This study reviews recent advances deployment commonly used nanoparticles such MgO, CaO, TiO 2 , ZnO, ZrO accelerate sustainable biodiesel Converting conventional heterogeneous catalysts into enhances surface configuration, chemical thermal stability, porosity, crystallinity nanocatalysts. hasten transesterification reaction, reduces reaction temperature time, yield. Biodiesel synthesized aid impeccable meets international standards. Notwithstanding few challenges, application engenders production contributes energy security. More innovative collaborative studies are needed reduce ethical, economic, infrastructural, environmental consequences usage nanomaterials

Language: Английский

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A Comprehensive Review on Deep Learning Applications in Advancing Biodiesel Feedstock Selection and Production Processes

Green Energy and Intelligent Transportation, Journal Year: 2025, Volume and Issue: unknown, P. 100260 - 100260

Published: Jan. 1, 2025

Language: Английский

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MACHINE LEARNING-BASED PREDICTIVE MODELLING OF BIODIESEL PRODUCTION FROM ANIMAL FATS CATALYSED BY A BLAST FURNACE SLAG GEOPOLYMER

Results in Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 104126 - 104126

Published: Jan. 1, 2025

Language: Английский

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Application of computational technologies for transesterification of waste cooking oil into biodiesel

Biomass and Bioenergy, Journal Year: 2025, Volume and Issue: 194, P. 107620 - 107620

Published: Jan. 18, 2025

Language: Английский

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Machine learning approaches to modeling and optimization of biodiesel production systems: State of art and future outlook

Energy Conversion and Management X, Journal Year: 2024, Volume and Issue: 23, P. 100669 - 100669

Published: July 1, 2024

One of the main limitations to economic sustainability biodiesel production remains high feedstock cost. Modeling and optimization are crucial steps determine if processes (esterification transesterification) involved in economically viable. Phenomenological or mechanistic models can simulate processes. These methods have been used manage processes, but their broad use has constrained by computational complexity numerical difficulties. Therefore, it is necessary quick, effective, accurate, resilient modeling methodologies regulate such complex systems. Data-driven machine-learning (ML) techniques offer a potential replacement for conventional deal with nonlinear, unpredictable, complex, multivariate nature Artificial neural networks (ANN) adaptive neuro-fuzzy inference systems (ANFIS) most often utilized ML tools research. To effectively attain maximum yield, suitable based on nature-inspired algorithms need be integrated these obtain best possible combination various operating variables. Future research should focus utilizing approaches monitoring managing increase effectiveness promote commercial feasibility. Thus, review discusses optimizing

Language: Английский

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Artificial Neural Network and Response Surface Methodology for Predicting and Maximizing Biodiesel Production from Waste Oil with KI/CaO/Al2O3 Catalyst in a Fixed Bed Reactor

ChemPlusChem, Journal Year: 2024, Volume and Issue: unknown

Published: May 21, 2024

Biodiesel from waste oil is produced using heterogeneous catalyzed transesterification in a fixed bed reactor (FBR). Potassium iodide/calcium oxide/alumina (KI/CaO/Al

Language: Английский

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Contributions of artificial intelligence and digitization in achieving clean and affordable energy

Intelligent Systems with Applications, Journal Year: 2024, Volume and Issue: 22, P. 200389 - 200389

Published: May 19, 2024

Concerned by the continuous decline in quality of life, poverty, environmental degradation, and escalated war conflicts, United Nations 2015 instituted 17 Sustainable Development Goals (SDGs) 169 targets. Access to clean, modern, affordable energy, also known as SDG 7, is one goals. Universal access electricity metrics for measuring a good life it fundamentally affects education, healthcare, food security, job creation, other socioeconomic indices. To achieve this goal targets, there has been increased traction research, development, actionable plans, policies, activities governments, scientific community, environmentalists, development experts, stakeholders achieving goal. This review presents various avenues which AI digitization can provide impetus 7. The global trends attaining clean electricity, cooking fuel, renewable energy efficiency, international public financial flows between 2005 2021 are reviewed while contribution towards meeting 7 highlighted. study concludes that deployment into sector will catalyze attainment 2030, provided ethical issues, regulatory concerns, manpower shortage, shortcomings effectively handled. recommends adequate infrastructural upgrades, modernization data collection, storage, analysis capabilities, improved awareness professional collaborative innovation, promotion legal issues ways advancing universal 2030. Going forward, more collaborations academic research institutions producers help produce experts professionals propel innovative digital technologies sector.

Language: Английский

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pplication of Supervised Machine Learning Models in Biodiesel Production Research - A Short Review

Borneo Journal of Sciences and Technology, Journal Year: 2024, Volume and Issue: unknown

Published: Jan. 31, 2024

Language: Английский

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Towards the development of underutilized renewable energy resources in achieving carbon neutrality

Fuel Communications, Journal Year: 2023, Volume and Issue: 17, P. 100099 - 100099

Published: Nov. 28, 2023

Rapid population growth, industrialization, and socioeconomic development have continued to give rise increased energy consumption. The global sector has been overshadowed by the utilization of fossil-based sources with their attendant economic, ecological, human health consequences. Though share renewable (RE) production in mix last few decades, percentage deployment indicates that is nonetheless grossly underexploited underutilized. current intervention examines strategies for achieving hydropower, solar power, wind energy, geothermal, nuclear, ocean power technologies as cost-effective, eco-friendly, low-emission RE sources. strengths, weaknesses, opportunities, threats, attaining rapid underutilized are examined. study recommends funding investment, enactment, implementation appropriate policies, legal, regulatory frameworks, capacity infrastructural development, improved innovations, strengthening security safety measures sustainability. Governments from various jurisdictions should initiate fund research on novel conversion techniques, engage international collaborations hasten towards carbon neutrality.

Language: Английский

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