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  • Open Access

    ARTICLE

    An Enhanced Osprey Optimization-Based Interpretable Deep Learning Framework for Predicting Coal Spontaneous Combustion Temperatures

    Rui Yan1, Botao Fan2, Xueqi Qu2, Cuihuan Ren1,*, Xu Zhou1,*

    CMC-Computers, Materials & Continua, Vol.89, No.1, 2026, DOI:10.32604/cmc.2026.085749 - 13 August 2026

    Abstract Accurate prediction of coal spontaneous combustion (CSC) temperatures is crucial for safe coal mine production. To further improve the accuracy of CSC temperature prediction and the interpretability of the model, this study proposes an interpretable Chebyshev chaotic mapping-Lévy flight-Enhanced pinhole imaging inverse learning-Adaptive weighted Osprey Optimization Algorithm optimized Bidirectional Long Short-Term Memory (CLEA-OOA-BiLSTM) framework for predicting CSC temperatures. First, we optimized the Osprey Optimization Algorithm (OOA) by incorporating the Chebyshev chaotic map, Lévy flights, enhanced pinhole imaging backpropagation, and an adaptive weighting strategy, thereby developing the CLEA-OOA algorithm. Through comparative experiments using eight benchmark test… More >

  • Open Access

    ARTICLE

    Numerical Study of the Vaporization and Combustion of Single p-Xylene Droplets in Hot Air

    Sachin Tom, Eva Gutheil*

    CMES-Computer Modeling in Engineering & Sciences, Vol.148, No.1, 2026, DOI:10.32604/cmes.2026.084886 - 27 July 2026

    Abstract A single droplet heating, vaporization, and detailed combustion model is developed for pure p-xylene (p-C8H10) in hot air. p-C8H10 is a combustible solvent in precursor solutions, for instance, with titanium tetraisopropoxide (TTIP) for the production of TiO2 nanoparticles. In the present one-dimensional mathematical model, a spherically symmetric p-xylene droplet in hot air is considered, resolving both the droplet (liquid phase) and the ambience (gas phase). The calculation of the vaporization rate includes the Stefan velocity at the droplet surface. In the gas phase, a detailed chemical reaction scheme is used. Elementary reactions are… More >

  • Open Access

    ARTICLE

    Numerical Investigation of Combustion in a Gaseous Bipropellant Rocket Engine

    Giuseppina Persico#,*, Francesco Marciano#, Sergio Cassese, Stefano Mungiguerra, Raffaele Savino

    FDMP-Fluid Dynamics & Materials Processing, Vol.22, No.6, 2026, DOI:10.32604/fdmp.2026.081838 - 30 June 2026

    Abstract Bipropellant rocket engines remain central to space exploration and the advancement of propulsion technology, offering the high performance and operational flexibility required for both launch vehicles and in-space applications. The growing shift toward sustainable, environmentally friendly propellants has intensified research into the precise modeling and understanding of combustion processes. In this scenario, small-scale rocket engines have proven to be indispensable research tools, providing cost-effective and adaptable platforms to investigate complex combustion phenomena and injector configurations while maintaining the fundamental physical characteristics of full-scale systems. Within this scope, a modular 200N-class bipropellant rocket engine platform, utilizing… More >

  • Open Access

    ARTICLE

    Underground Thermal Energy Storage of Corn Stover Combustion Heat for Grain Drying and Home Heating

    Berry Lamy*, Romaine Byfield, Yiding Cao

    Frontiers in Heat and Mass Transfer, Vol.24, No.3, 2026, DOI:10.32604/fhmt.2026.079339 - 29 June 2026

    Abstract Climate change and the ongoing dependence on fossil fuels present major challenges for global agriculture, with fossil fuel use in the agrifood sector accounting for a substantial and growing share of greenhouse gas (GHG) emissions. Agrifood systems currently contribute approximately one-third of total anthropogenic GHG emissions. Integrating renewable energy solutions for heating and power can help offset a significant fraction of these emissions. In this study, an analytical heat transfer and thermodynamic model is developed to evaluate the performance, energy balance, and thermal losses of the proposed system under realistic operating conditions. The model enables… More >

  • Open Access

    ARTICLE

    Molecular Dynamics Study of the Wetting Behavior of Biodiesel Combustion Particles under Exhaust-Plume Conditions

    Yifan Liu1, Dengpan Zhang1,*, Jiayi Du1, Deqing Mei1, Yinnan Yuan2

    Energy Engineering, Vol.123, No.7, 2026, DOI:10.32604/ee.2026.083105 - 18 June 2026

    Abstract The hygroscopic growth of engine-emitted particulate matter in exhaust plumes is strongly influenced by surface wettability. In this study, molecular dynamics simulations were performed on biodiesel- and diesel-derived combustion-particle models constructed on a unified defective carbon framework to investigate wetting behavior under representative exhaust-plume temperature and humidity conditions. Under the reference condition of 333 K and a saturation ratio of 1.2, the equilibrium contact angles on smooth biodiesel, rough biodiesel, and rough diesel surfaces were 45.4°, 63.5°, and 95.5°, respectively. The trends in work of adhesion and interfacial hydrogen-bond statistics were consistent with the contact-angle… More > Graphic Abstract

    Molecular Dynamics Study of the Wetting Behavior of Biodiesel Combustion Particles under Exhaust-Plume Conditions

  • Open Access

    ARTICLE

    Modeling and Optimization of Air Staging in an Ammonia-Fueled Gas Turbine Combustion Chamber

    Serhiy Serbin1,*, Bohdan Lychko2, Kateryna Burunsuz1

    Energy Engineering, Vol.123, No.5, 2026, DOI:10.32604/ee.2026.076966 - 27 April 2026

    Abstract This study investigates the use of ammonia as a carbon-free fuel for gas turbines in decarbonized hybrid energy systems. The objective is to predict the emission characteristics of a gas turbine combustion chamber operating on gaseous ammonia by employing detailed combustion kinetics. The chamber is modeled as a network of chemical reactors to simulate the primary reaction zone and the secondary air-mixing zone. The model is based on solving mass and energy conservation equations for chemically reacting flows. Four high-temperature ammonia oxidation mechanisms, comprising 71 to 286 chemical reactions, were used as kinetic schemes. New More >

  • Open Access

    ARTICLE

    Multifunctional CEOS-DOPO-PDMS Modified Epoxy NP-GLIDE Coatings with Improved Combustion Behavior, Hydrophobicity, and Abrasion Resistance

    Guoguan Wu1,2, Baipei Liu1,3, Dawei Jiang1,2,*, Haorui Yu1, Jiayu Fu1,2, Chengze Yu1, Hanbin Wang1, Miaojun Xu1,2,*, Zijian Wu4, Bin Li1,2,*

    Journal of Polymer Materials, Vol.43, No.1, 2026, DOI:10.32604/jpm.2026.075384 - 03 April 2026

    Abstract Epoxy resins are extensively employed in the construction, electronics, automotive, and aerospace industries owing to their outstanding mechanical strength, chemical resistance, and electrical insulation. However, their intrinsic flammability, poor wear resistance, and hydrophilicity significantly restrict broader applications. To address these challenges, a novel multifunctional coating (CEOS-DOPO-PDMS) has been designed and fabricated via an NP-GLIDE approach. The system integrates 9,10-dihydro-9-oxa-10-phosphaphenanthrene-10-oxide (DOPO) as a reactive phosphorus-based flame retardant, epoxy-terminated polydimethylsiloxane (EP-PDMS) as a hydrophobic segment, and cycloaliphatic epoxy-functionalized oligosiloxanes (CEOS) as a cross-linking co-reactant. The resulting CEOS-DOPO-PDMS hybrid precursor was blended with bisphenol A diglycidyl ether (DGEBA)… More > Graphic Abstract

    Multifunctional CEOS-DOPO-PDMS Modified Epoxy NP-GLIDE Coatings with Improved Combustion Behavior, Hydrophobicity, and Abrasion Resistance

  • Open Access

    ARTICLE

    Evaluation of the Failure Impact of Jet Fire from Natural Gas Leakage on Parallel Pipelines

    Zezhi Wen1, Kai Zhang1, Shanlin Liang2, Liqiong Chen1,*, Zijian Xiong1

    Structural Durability & Health Monitoring, Vol.20, No.1, 2026, DOI:10.32604/sdhm.2025.066408 - 08 January 2026

    Abstract Maintaining the structural integrity of parallel natural gas pipelines during leakage-induced jet fires remains a critical engineering challenge. Existing methods often fail to account for the complex interactions among heat transfer, material behavior, and pipeline geometry, which can lead to overly simplified and potentially unsafe assessments. To address these limitations, this study develops a multiphysics approach that integrates small-orifice leakage theory with detailed thermo-fluid-structural simulations. The proposed framework contributes to a more accurate failure analysis through three main components: (1) coupled modeling that tracks transient heat flow and stress development as fire conditions evolve; (2)… More >

  • Open Access

    ARTICLE

    Life Cycle Assessment of Solar-Assisted Post-Combustion CO2 Capture Using Hollow Fiber Membrane Contactors

    Lei Wang1, Hongyang Zhou2, Xiaofan Liu3, Junkun Mu2, Jinpeng Bi2, Youkang Jin2, Juan Ge2, Yuexia Lv2,4,*

    Frontiers in Heat and Mass Transfer, Vol.23, No.6, pp. 1811-1832, 2025, DOI:10.32604/fhmt.2025.071222 - 31 December 2025

    Abstract Membrane gas absorption and solar-assisted absorbent regeneration offer a sustainable approach to reduce the energy penalty of post-combustion CO2 capture. This study introduces a novel system integrating solar thermal energy with membrane gas absorption to capture CO2 from a 580 MWe pulverized coal power plant. The environmental impacts across six scenarios at varying solar fractions are evaluated via life cycle assessment. Results show a 7.61%–13.04% reduction in global warming potential compared to a steam-driven CO2 capture system. Electricity and steam consumption dominate the operational phase, contributing 15%–64% and 18%–61% to environmental impacts in non-TES scenarios, respectively. While More >

  • Open Access

    ARTICLE

    Thermal Performance and Application of a Self-Powered Coal Monitoring System with Heat Pipe and Thermoelectric Integration for Spontaneous Combustion Prevention

    Tao Lin1,*, Chengdai Chen1, Liyao Chen1, Fengqin Han1, Guanghui He2

    Frontiers in Heat and Mass Transfer, Vol.23, No.5, pp. 1661-1680, 2025, DOI:10.32604/fhmt.2025.070787 - 31 October 2025

    Abstract Targeting spontaneous coal combustion during stacking, we developed an efficient heat dissipation & self-supplied wireless temperature measurement system (SPWTM) with gravity heat pipe-thermoelectric integration for dual safety. The heat transfer characteristics and temperature measurement optimization of the system are experimentally investigated and verified in practical applications. The results show that, firstly, the effects of coal pile heat production power and burial depth, along with heat pipe startup and heat transfer characteristics. At 60 cm burial depth, the condensation section dissipates 98% coal pile heat via natural convection. Secondly, for the temperature measurement error caused by… More >

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