Comprehensive biofuel policy analysis framework: A novel approach evaluating the policy influences

Usmani, Rahil Akhtar; Mohammad, Abdul Saboor; Ansari, Sameer Shakeel

doi:10.1016/j.rser.2023.113403

Cited by 18 publications

(1 citation statement)

References 8 publications

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“…Indian Railways is investigating biodiesel as a locomotive fuel. Experimental initiatives have investigated biodiesel‐diesel rail fuel combinations (Usmani et al, 2023). The Tamil Nadu Biodiesel Project grows nonedible‐edible oil‐bearing plants like Karanjia (Pongamia pinnata) for biodiesel production.…”

Section: Environmental and Energy Concerns In Indiamentioning

confidence: 99%

Biodiesel production in India: Prospects, challenges, and sustainable directions

Damian,

Devarajan,

Jayabal

2024

Biotech & Bioengineering

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Biodiesel has the potential to serve as a feasible substitute for fossil fuels in many sectors, including transportation and internal combustion engines, without requiring extensive modifications. UsinHemg alternative energy sources, including biodiesel, is necessary to effectively tackle the growing demand predominantly observed in the transportation sector. This review is aimed to examine the technological progress, potential benefits, obstacles, and prospects associated with using biodiesel in India. India exhibits a significant potential for biodiesel production due to the abundance of various biofuel crops within its territory. The information supplied includes recent information from official government reports and literature. Collaborative efforts among all stakeholders in the energy industry can achieve the realization of reducing imports of petroleum‐based fuel. However, it is essential to consider several significant elements specific to the Indian context when considering the utilization of biodiesel. The reported findings in this research are expected to shed light on the current and prospects of biodiesel deployment in India.

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Section: Environmental and Energy Concerns In Indiamentioning

confidence: 99%

Biodiesel production in India: Prospects, challenges, and sustainable directions

Damian,

Devarajan,

Jayabal

2024

Biotech & Bioengineering

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Machine learning for the management of biochar yield and properties of biomass sources for sustainable energy

Nguyen,

Sharma,

Ağbulut

et al. 2024

Biofuels Bioprod Bioref

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Biochar is emerging as a potential solution for biomass conversion to meet the ever increasing demand for sustainable energy. Efficient management systems are needed in order to exploit fully the potential of biochar. Modern machine learning (ML) techniques, and in particular ensemble approaches and explainable AI methods, are valuable for forecasting the properties and efficiency of biochar properly. Machine‐learning‐based forecasts, optimization, and feature selection are critical for improving biomass management techniques. In this research, we explore the influences of these techniques on the accurate forecasting of biochar yield and properties for a range of biomass sources. We emphasize the importance of the interpretability of a model, as this improves human comprehension and trust in ML predictions. Sensitivity analysis is shown to be an effective technique for finding crucial biomass characteristics that influence the synthesis of biochar. Precision prognostics have far‐reaching ramifications, influencing industries such as biomass logistics, conversion technologies, and the successful use of biomass as renewable energy. These advances can make a substantial contribution to a greener future and can encourage the development of a circular biobased economy. This work emphasizes the importance of using sophisticated data‐driven methodologies such as ML in biochar synthesis, to usher in ecologically friendly energy solutions. These breakthroughs hold the key to a more sustainable and environmentally friendly future.

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Biofuels: present and future

Asase,

Okechukwu,

Ivantsova

2024

Environ Dev Sustain

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Comprehensive biofuel policy analysis framework: A novel approach evaluating the policy influences

Cited by 18 publications

References 8 publications

Biodiesel production in India: Prospects, challenges, and sustainable directions

Biodiesel production in India: Prospects, challenges, and sustainable directions

Machine learning for the management of biochar yield and properties of biomass sources for sustainable energy

Biofuels: present and future

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