Numerical Analysis of a Helical Spiral Microevaporator-Microreformer System for Enhanced Methanol Conversion and Hydrogen Production

Chemical Engineering and Processing - Process Intensification, Год журнала: 2025, Номер unknown, С. 110149 - 110149

Опубликована: Янв. 1, 2025

Язык: Английский

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Optimize the Capacity Configuration of the Integrated Energy System with Cold and Heat Energy Storage

Journal of Physics Conference Series, Год журнала: 2025, Номер 3004(1), С. 012024 - 012024

Опубликована: Май 1, 2025

Abstract In the background of carbon neutrality and peak, integrated energy system (IES) is widely concerned as an efficient clean form utilization. this study, office building in Nanjing was taken a research scenario to build comprehensive photovoltaic, cold-heat-electric combined storage. Optimize capacity configuration each equipment according user load requirements three typical working conditions, two scenarios are set explore impact heat storage cold devices on performance. The simulation results show that total emission reduced by 5.18%, fuel cost 102,236 million yuan, 1.44% through considering device. economic flexibility environmental performance have been improved.

Язык: Английский

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Deep reinforcement learning-based adaptive control of concentrated solar thermal plant

Applied Thermal Engineering, Год журнала: 2025, Номер unknown, С. 126851 - 126851

Опубликована: Май 1, 2025

Язык: Английский

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Machine Learning for Power System Stability and Control

Results in Engineering, Год журнала: 2025, Номер unknown, С. 105355 - 105355

Опубликована: Май 1, 2025

Язык: Английский

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EOLD: A reinforcement learning-based energy-optimised load disaggregation framework for demand-side energy management

Renewable Energy, Год журнала: 2025, Номер unknown, С. 123536 - 123536

Опубликована: Май 1, 2025

Язык: Английский

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A Review of Industrial Load Flexibility Enhancement for Demand-Response Interaction

Sustainability, Год журнала: 2025, Номер 17(11), С. 4938 - 4938

Опубликована: Май 27, 2025

The global transition toward low-carbon energy systems necessitates fundamental innovations in demand-side flexibility, particularly industrial load regulation. This study presents a systematic review and critical analysis of 90 key research works (2015–2025) to establish comprehensive framework for flexibility enhancement. We rigorously examined the tripartite interdependencies among following: (1) Multi-energy flow physical coupling, addressing temporal-scale disparities electricity-thermal-gas coordination under renewable penetration; (2) Uncertainty quantification, integrating data-driven physics-informed modeling robust decision-making; (3) Market mechanism synergy, analyzing demand response, carbon-P2P hybrid markets, regulatory policy impacts. Our reveals three challenges: accuracy-stability trade-off cross-timescale optimization, policy-model disconnect carbon-aware scheduling, computational complexity barrier real-time applications. paper further proposes roadmap next-generation regulation systems, emphasizing co-optimization technical feasibility, economic viability, compliance. These findings advance both academic practical implementations carbon-neutral power systems.

Язык: Английский

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Collaborative optimization of regional integrated energy system with multiple energy storage

Applied Thermal Engineering, Год журнала: 2025, Номер unknown, С. 126969 - 126969

Опубликована: Май 1, 2025

Язык: Английский

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