How to promote sustainable recycling of plastic packaging waste? A study combining machine learning with gaming theory

Environmental Impact Assessment Review, Год журнала: 2025, Номер 112, С. 107819 - 107819

Опубликована: Янв. 22, 2025

Язык: Английский

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Energy and exergy-economic performance comparison of wind, solar pond, and ocean thermal energy conversion systems for green hydrogen production

International Journal of Hydrogen Energy, Год журнала: 2024, Номер unknown

Опубликована: Июнь 1, 2024

The necessity of energy solutions that are economically viable, ecologically sustainable and environmentally friendly has become fundamental to economic societal advancement nations. In this context, renewable sources emerge as the most vital component. Furthermore, hydrogen generation systems based on energies increasingly recognized crucial strategies mitigate global warming. present study, a comparative analysis is conducted from an exergy-economic perspective find efficient configuration among three different for renewable-based power production. These wind turbine, salinity gradient solar pond (SGSP), ocean thermal conversion (OTEC). SGSP OTEC coupled with production unit by trilateral cycle (TLC) improve temperature match heating process. heat waste within these recovered thermoelectric generator (TEG), proton exchange membrane electrolyzer (PEME) used Under base case input conditions, net PEME estimated be approximately 327.8 kW across all configurations. Additionally, 3E (energy, exergy, exergy-economic) performance evaluated parametric study design optimization. results best reveal exergy efficiency achievable wind-based system in range 5.8–10.47% average speed 8–12 m/s. Correspondingly, favorable total cost rate attributed at 8 m/s, equating 66.08 USD/h. Subsequently, SGSP-based economical, ranging 42.78 44.31 USD/GJ.

Язык: Английский

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Design of hybrid desalination process using waste heat and cold energy from LNG power plant increasing energy and economic potential

Journal of Cleaner Production, Год журнала: 2024, Номер 452, С. 141998 - 141998

Опубликована: Апрель 4, 2024

Язык: Английский

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Utilization of fuel energy from single-use Low-density polyethylene plastic waste on CI engine with hydrogen enrichment – An experimental study

Energy, Год журнала: 2023, Номер 289, С. 129926 - 129926

Опубликована: Дек. 12, 2023

Язык: Английский

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Process integration of light hydrocarbon separation and hydrate-based desalination for efficient and practical LNG cold energy recovery

Desalination, Год журнала: 2023, Номер 564, С. 116757 - 116757

Опубликована: Июнь 7, 2023

Язык: Английский

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A genetic algorithm-based optimal selection and blending ratio of plastic waste for maximizing economic potential

Process Safety and Environmental Protection, Год журнала: 2024, Номер 186, С. 715 - 727

Опубликована: Апрель 6, 2024

Язык: Английский

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From sustainable macro debris chemical recycling to microplastic reclamation: Overview, research challenges, and outlook

Journal of Cleaner Production, Год журнала: 2024, Номер 454, С. 142281 - 142281

Опубликована: Апрель 22, 2024

Язык: Английский

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Design of sustainable supply chains for managing plastic waste: The case of low density polyethylene

Sustainable Production and Consumption, Год журнала: 2024, Номер 47, С. 460 - 473

Опубликована: Апрель 23, 2024

Язык: Английский

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Economic and environmental factor-integrated optimal model for plastic-waste sorting

Journal of Industrial and Engineering Chemistry, Год журнала: 2024, Номер 139, С. 162 - 174

Опубликована: Май 1, 2024

Язык: Английский

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Comparison of data augmentation and classification algorithms based on plastic spectroscopy

Analytical Methods, Год журнала: 2025, Номер unknown

Опубликована: Янв. 1, 2025

We propose a C-GAN-based model for generating plastic spectroscopy data, enhancing classification accuracy by 3%+. Preprocessing improves accuracy, and deep learning excels on large datasets, while SVM RF are reliable smaller datasets.

Язык: Английский

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