Sustainable drying technologies for forage: A comprehensive review of research progress, strategies, opportunities, and future developments

Sustainable Energy Technologies and Assessments, Год журнала: 2025, Номер 77, С. 104324 - 104324

Опубликована: Апрель 24, 2025

Язык: Английский

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Energy efficiency characteristics analysis for process diagnosis under anomaly using self-adaptive-based SHAP guided optimization

Energy, Год журнала: 2024, Номер 309, С. 133074 - 133074

Опубликована: Сен. 2, 2024

Язык: Английский

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Deep one-class classification model assisted by radius constraint for anomaly detection of industrial control systems

Engineering Applications of Artificial Intelligence, Год журнала: 2024, Номер 138, С. 109357 - 109357

Опубликована: Сен. 23, 2024

Язык: Английский

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Law of conservation-guided neural network with gradient aggregation for improved energy efficiency optimization in industrial processes

Energy and AI, Год журнала: 2025, Номер unknown, С. 100475 - 100475

Опубликована: Янв. 1, 2025

Язык: Английский

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Advanced particle technologies in the preparation of dry powders for inhalation

Particuology, Год журнала: 2025, Номер unknown

Опубликована: Апрель 1, 2025

Язык: Английский

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Self-Driving Surrogate Modeling for Optimizing Targeted Bio-Oil Yield and Heating Value in Waste Biomass-Plastic Co-Pyrolysis

Journal of Analytical and Applied Pyrolysis, Год журнала: 2025, Номер 190, С. 107158 - 107158

Опубликована: Май 3, 2025

Язык: Английский

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Fouling-Characteristic Transfer Learning for Improving Remaining Useful Lifetime Prediction in Heat Exchange Unit

Reliability Engineering & System Safety, Год журнала: 2025, Номер unknown, С. 111250 - 111250

Опубликована: Май 1, 2025

Язык: Английский

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Production Capacity Prediction and Optimization in the Glycerin Purification Process: A Simulation-Assisted Few-Shot Learning Approach

Processes, Год журнала: 2024, Номер 12(4), С. 661 - 661

Опубликована: Март 26, 2024

Chemical process control relies on a tightly controlled, narrow range of margins for critical variables, ensuring stability and safeguarding equipment from potential accidents. The availability historical data is limited to specific setpoint operation. This challenge raises issues monitoring in predicting adjusting deviations outside the operational parameters. Therefore, this paper proposes simulation-assisted deep transfer learning optimizing final purity production capacity glycerin purification process. proposed network trained by simulation domain generate base feature extractor, which then fine-tuned using few-shot techniques target learner extend working model beyond practice. result shows that improved prediction performance 24.22% water content 79.72% over conventional model. Additionally, implementation identified product quality improvements enhancing

Язык: Английский

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Enhancing sustainability in palm oil industry: reinforcement learning for renewable energy management considered climatic variability

Discover Chemical Engineering, Год журнала: 2024, Номер 4(1)

Опубликована: Сен. 5, 2024

Язык: Английский

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Artificial Intelligence-Driven Control for Enhancing Carbon Dioxide-Based Wastewater pH Regulation in Tubular Reactor

Computers & Chemical Engineering, Год журнала: 2024, Номер unknown, С. 108880 - 108880

Опубликована: Сен. 1, 2024

Язык: Английский

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