A Review on Machine Learning Application in Biodiesel Production Studies by Yuanzhi Xing, Zile Zheng, Yike Sun, Masoome Agha Alikhani

“…The consumption of fossil fuels has exponentially increased in recent decades, despite significant air pollution, environmental deterioration challenges, health problems, and limited resources. …”
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Tilt–Roll Heliostats and Non-Flat Heliostat Field Topographies for Compact, Energy-Dense Rooftop-Scale and Urban Central Receiver Solar Thermal Systems for Sustainable Industrial P... by Joshua Freeman, Walajabad Sampath, Krishnashree Achuthan

“…Industrial process heat typically requires large amounts of fossil fuels. Solar energy, while abundant and free, has low energy density, and so large collector areas are needed to meet thermal needs. …”
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Energy Use and Demand Prediction Using Time-Series Deep Learning Forecasting Techniques: Application for a University Campus by Bivin Pradeep, Parag Kulkarni, Farman Ullah, Abderrahmane Lakas

“…The former involves reducing reliance on fossil fuel-based energy sources and increasing the adoption of renewable energy. …”
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Impact of Different Solar Trackers on Hydrogen Production: A Case Study in Iran by Ali Mostafaeipour, Mehdi Jahangiri, Hamed Saghaei, Afsaneh Raiesi Goojani, Md. Shahariar Chowdhury, Kuaanan Techato

“…Currently, solar energy is considered one of the most suitable options for overcoming the problems of fossil fuel depletion, and global warming. Also, the high costs associated to photovoltaic systems, renders the maximum utilization of solar cells, a fundamental and undeniable necessity. …”
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Techno-economic assessment of hydrogen application in cereal crop farming by Katumwesigye Anthony, Magnus Hellström, Jonas Spohr

“…Increasing tensions between farmers and various institutions underscore the growing sensitivity around fossil fuel dependency in the agricultural sector, particularly in northern economies. …”
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Transactive energy management for efficient scheduling and storage utilization in a grid-connected renewable energy-based microgrid by Peter Anuoluwapo Gbadega, Olufunke Abolaji Balogun

“…Additionally, the inclusion of storage contributes to 25–38% emission reductions by enhancing renewable energy utilization and minimizing dependency on fossil-fuel-generated electricity. Comparative analysis reveals that SMA consistently outperforms conventional methods such as Particle Swarm Optimization (PSO) and Genetic Algorithm (GA) in terms of convergence speed and computational efficiency, making it particularly suitable for real-time energy management. …”
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Scale-Up of Tailor-Made Onsite Enzyme Blend From Cassava Peels for Industrial Bioethanol Production by Martison Budu, Patrick Boakye, Joseph A. Bentil

“…Bioethanol production is one of the key alternatives for fossil fuel use due to climate change. The study seeks to upscale tailor-made onsite enzyme blends for the bioconversion of cassava peels to bioethanol in simultaneous saccharification and fermentation (SSF) process using cassava peels-degrading fungi. …”
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The road to a sustainable energy system in the Guadeloupe archipelago: Challenges and opportunities by Mostafa Barani, Konstantin Löffler, Luka Garibashvili, Pedro Crespo del Granado

“…These unique challenges include the absence of energy interconnections, limited domestic energy resources, substantial dependence on fossil fuels, and considerable load variance. These factors necessitate specialized attention in the study and analysis of the energy system transition. …”
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Photovoltaic Generation Integration with Radial Feeders Using GA and GIS by Elias Mandefro Getie, Belachew Bantyirga Gessesse, Tewodros Gera Workneh

“…The PV generation system eliminates the problem of power demand by enhancing the capacity of the power network as well as by reducing the depletion and consumption of fossil fuel resources. To reduce power loss and improve system loading capacity for demand response, the integration and finding the optimal place of photovoltaic generation take high concern from power system operators and technicians. …”
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Analysis of the LARG of the hospital medical equipment supply chain using the fuzzy inference system by Ramin Pabarja, Gholamreza Jamali, Khodakaram Salimifard, Ahmad Ghorbanpur

“…Key indicators for the evaluation of LARG in the hospital medical equipment supply chain include reducing overall supply chain costs, optimizing inventory management, shortening supply chain development cycle time, increasing the introduction of new products, promoting information sharing among supply chain members, establishing flexible supply bases and sourcing, reducing fossil fuel consumption, and implementing waste management practices such as reuse and recycling of recyclable materials. …”
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Techno-economic dataset for energy market and capacity payment co-optimization in the Dominican Republicʼs power marketMendeley Data by René Báez-Santana, Miguel Aybar-Mejía, Máximo A. Domínguez-Garabitos, Víctor S. Ocaña-Guevara

“…The electric power industry has an impact on fossil fuel consumption, which must be considered in decarbonization strategies. …”
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Unraveling the environmental Kuznets curve in IGAD countries: interplay between ecological footprint, economic growth, renewable energy, and globalization by Abdimalik Ali Warsame, Hudayfe Osman Daror, Abdulkadir Mohamed Abdullahi

“…A paradigm shift from fossil fuel to clean energy sources is suggested to reduce environmental pollution without compromising economic growth. …”
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Optimizing the PM2.5 Tradeoffs: The Case of Taiwan by Shihping Kevin Huang, Sin-Yao Chen, Kuei-Lan Chou, Wei Chung Hsu, Kang-Hua Lai, Tung-Hung Chueh, Lopin Kuo, William Lu

“…Finally, our model indicates that the use of fossil fuel based small tracks and tractor trailers should be reduced by 80% to maintain a reasonable level of PM2.5.…”
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Quantifying Stability in Inverter-Based Weak Grids in the Presence of Synchronous Condensers by Sajjad Hadavi, Nabil Mohammed, Ali Mehrizi-Sani, Behrooz Bahrani

“…The absence of native inertia in inverter-based resources (IBRs), in contrast to fossil-fuel-based generators, can result in sustained oscillations and instability. …”
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Comparison of renewable integration schemes for AC railway power supply system by Nakaret Kano, Zhongbei Tian, Nutthaka Chinomi, Stuart Hillmansen

“…A transition from generating electricity by burning fossil fuel to renewable energy sources (RESs) is one of the most effective ways, in addition to customer transformation, in which people are willing to participate to reduce energy consumption. …”
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Development of Methane and Nitrous Oxide Emission Factors for the Biomass Fired Circulating Fluidized Bed Combustion Power Plant by Chang-Sang Cho, Jae-Hwan Sa, Ki-Kyo Lim, Tae-Mi Youk, Seung-Jin Kim, Seul-Ki Lee, Eui-Chan Jeon

“…Biomass combined with the combustion technology for the CFB boiler proved to be more effective in reducing the N2O emission, compared to the emission factor of the CFB boiler using fossil fuel.…”
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Smart Frequency Control of a Multicarrier Microgrid in the Presence of V2G Electric Vehicles by Seyed Ali Seyed Beheshti Fini, Seyed Mohammad Shariatmadar, Vahid Amir

“…In recent years, renewable resources have widely been used to provide necessary energy due to the increasing fossil fuel prices, environmental pollution concerns, and the necessity to meet the growth in energy demands. …”
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Effects of Different Target Solar Fractions on Providing Heat Required for Space Heating, Sanitary Hot Water, and Swimming Pool in Iran: A Case Study in Cold Climate by Nastaran Saberi Shahmarvandi, Fateme Shahrokh Ghahfarokhi, Zahra Delshad Chermahini, Atefeh Faramarzi, Alireza Raisi, Reza Alayi, Ahmad Tahmasebi

“…Due to limited fossil fuel resources, population growth, and the need to save energy and prevent the emission of pollutants, solar heating is of great importance as a strategic solution. …”
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Quantifying the Carbon Reduction Potential of Urban Parks Under Extreme Heat Events Using Interpretable Machine Learning: A Case Study of Jinan, China by Lemin Yu, Wenru Li, Changhui Zheng, Xiaowen Lin

“…Results indicate that the LST in Jinan ranged from 1.77 °C to 59.44 °C, and 278 parks exhibited significant cooling effects, collectively saving 2943 tons of CO₂ per day—offsetting 11.28% of the city’s fossil fuel emissions. Small parks, such as community parks, demonstrated higher carbon-saving efficiency (CSE), while large ecological parks showed greater carbon-saving intensity (CSI). …”
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Developing climate governance strategies in Nigeria: An emphasis on methane emissions mitigation by Onwusameka Sonny Ogbowuokara, Tambari Gladson Leton, John Nwenearizi Ugbebor, Ochuko Felix Orikpete

“…It examines Nigeria's varied emission sources across agriculture, fossil fuel industries, and waste management, underscoring the necessity for sector-specific strategies. …”
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