57 research outputs found

    Co-based zeolitic imidazolate framework ZIF-9 membranes prepared on alpha-Al2O3 tubes through covalent modification for hydrogen separation

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    Hydrogen has been regarded as the most promising clean and renewable energy. Beside the production of the hydrogen, the separation of hydrogen is also an import issue before it can be used in fuel cells. Membrane-based separation technologies have gained considerable attentions due to its high efficiency and low energy consumption. Zeolite imidazolate framework (ZIF) membranes have drawn intense interest due to their zeolite-like properties such as permanent porosity, uniform pore size and exceptional thermal and chemical stability. It is rather challenged to prepare well-intergrown Co-based zeolitic imidazolate frameworks (ZIFs) membranes on porous alpha-Al2O3 tubes since Co-based ZIFs prefer to form crystals in the synthesis solution rather than grow as membrane layer on the support surface. In this work, we report the preparation of high-quality ZIF-9 membrane with high H-2/CO2 selectivity and excellent thermal stability by using 3-aminopropyltriethoxysilane (APTES) as a covalent linker to modify the alpha-Al2O3 tube. Due to the formation of covalent bonds between APTES and ZIF-9, ZIF-9 nutrients are bound to the support surface, thus promoting the growth of dense and phase-pure ZIF-9 membrane with a thin thickness of about 4.0 mu m. The gas separation performances of the ZIF-9 membrane were evaluated by single gas permeation and mixture gas separation of H-2/CO2, H-2/N-2 and H-2/CH4, respectively. The mixture separation factors of H-2/CO2, H-2/CH4, and H-2/N-2 of the ZIF-9 membrane are 21.5, 8.2 and 14.7, respectively, which by far exceeds corresponding Knudsen coefficients. Moreover, the as-prepared ZIF-9 membrane exhibits excellent stability at a relatively broad range of operating temperature, which is beneficial for the industrial application of hydrogen separation or further membrane reactor. (C) 2019 Hydrogen Energy Publications LLC. Published by Elsevier Ltd. All rights reserved

    YOLO-PowerLite: A Lightweight YOLO Model for Transmission Line Abnormal Target Detection

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    The secure and stable operation of power transmission lines is essential for electrical systems. Given that abnormal targets such as bird’s nests and defective insulators may lead to transmission failures, timely detection of these targets is imperative. This paper introduces the YOLO-PowerLite model, an advanced lightweight object detection model based on YOLOv8n, designed for efficient, real-time detection on resource-constrained unmanned aerial vehicles (UAVs) equipped with edge computing platforms. In the feature fusion module, YOLO-PowerLite incorporates the innovative C2f_AK module, significantly reducing the number of parameters and enhancing the adaptability and fusion capability of features at different scales. Meanwhile, the adoption of the Bidirectional Feature Pyramid Network (BiFPN) further optimizes the efficiency and effectiveness of feature processing. In addition, the newly designed lightweight detection head significantly reduces the number of parameters and computational requirements. The integration of the Coordinate Attention mechanism in the backbone network enhances the model’s ability to focus on and recognize abnormal targets in complex backgrounds. Experimental results show that YOLO-PowerLite achieves a [email protected] of 94.2%, maintaining the accuracy of the original YOLOv8n while significantly reducing parameters, FLOPs, and model size by 42.3%, 30.9%, and 40.4%, respectively. Comparative analysis shows that YOLO-PowerLite surpasses other mainstream lightweight models in detection accuracy and computational efficiency. Deployment on the NVIDIA Jetson Xavier NX platform demonstrates an average processing time of 31.2 milliseconds per frame, highlighting its potential for real-time applications in monitoring transmission lines

    Tuning interlayer spacing of graphene oxide membranes with enhanced desalination performance

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    Tuning interlayer spacing of graphene oxide membranes with enhanced desalination performanc

    Restraining Sodium Volatilization in the Ferric Bauxite Direct Reduction System

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    Direct reduction is an emerging utilization technology of ferric bauxite. However, it requires much more sodium carbonate than ordinary bauxite does. The volatilization is one of the most significant parts of sodium carbonate consumption, as reported in previous studies. Based on the new direct reduction method for utilization of ferric bauxite, this paper has systematically investigated factors including heating temperature, heating time, and sodium carbonate dosage influencing sodium volatilization. For the purpose of reducing sodium volatilization, the Box–Benhken design was employed, and the possibility of separating iron and sodium after direct reduction was also investigated

    Photo-switchable smart metal organic framework membranes with tunable and enhanced molecular sieving performance

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    Photo-switchable smart metal organic framework membranes with tunable and enhanced molecular sieving performanc

    Excess electrons in reduced rutile and anatase TiO2

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    As a prototypical photocatalyst, TiO2 is a material of scientific and technological interest. In photocatalysis and other applications, TiO2 is often reduced, behaving as an n-type semiconductor with unique physico-chemical properties. In this review, we summarize recent advances in the understanding of the fundamental properties and applications of excess electrons in reduced, undoped TiO2. We discuss the characteristics of excess electrons in the bulk and at the surface of rutile and anatase TiO2 focusing on their localization, spatial distribution, energy levels, and dynamical properties. We examine specific features of the electronic states for photoexcited TiO2, for intrinsic oxygen vacancy and Ti interstitial defects, and for surface hydroxyls. We discuss similarities and differences in the behaviors of excess electrons in the rutile and anatase phases. Finally, we consider the effect of excess electrons on the reactivity, focusing on the interaction between excess electrons and adsorbates. (C) 2018 Elsevier B.V. All rights reserved
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