CHEMICAL DETECTION SYSTEM WITH AT LEAST ONE ELECTRONIC NOSE

    公开(公告)号:US20220091083A1

    公开(公告)日:2022-03-24

    申请号:US17483153

    申请日:2021-09-23

    申请人: UT-Battelle, LLC

    摘要: A system for predicting one or more analytes based on outputs from thin film gas sensors is provided. The system may comprise an electronic nose (e-nose). The e-nose may comprise the gas sensors and a first processor. The system may further comprise a second processor. The second processor may be configured to receive the output from each of the gas sensors, evaluate a prediction accuracy using an evaluation parameter of each of a plurality of models which are trained and tested and select a model from among the plurality of models to deploy based on a comparison of the evaluation parameter for each of the plurality of models and use the same. The second processor may also receive, an output of each of the gas sensors caused by unknown one or more analytes; and predict, using the deployed model, the one or more analytes that causes the output.

    ADDITIVE MANUFACTURING SYSTEM WITH AT LEAST ONE ELECTRONIC NOSE

    公开(公告)号:US20220088876A1

    公开(公告)日:2022-03-24

    申请号:US17483170

    申请日:2021-09-23

    申请人: UT-Battelle, LLC

    IPC分类号: B29C64/386 B29C64/364

    摘要: An additive manufacturing system comprising at least one electronic nose (e-nose) is provided. The e-nose may comprise a housing and gas sensors. The housing may have an air channel. The active sensor portion of the sensors are positioned in the air channel. The housing may be mounted to an extruder head of an additive manufacturing device. The system may also comprise a processor. The processor may determine whether there is an abnormality in an additive manufacturing process based on one or more combinations of outputs from the gas sensors received during the additive manufacturing process input into a deployed machine learning model; and generate a report for the additive manufacturing process containing the determination.

    Microbially-mediated method for synthesis of metal chalcogenide nanoparticles

    公开(公告)号:US10337030B2

    公开(公告)日:2019-07-02

    申请号:US15643610

    申请日:2017-07-07

    IPC分类号: C12P3/00 B82Y40/00 C01B19/00

    摘要: A method for producing metal chalcogenide nanoparticles, the method comprising: (i) producing hydrogen chalcogenide-containing vapor from a microbial source, wherein said microbial source comprises: (a) chalcogen-reducing microbes capable of producing hydrogen chalcogenide vapor from a chalcogen-containing source; (b) a culture medium suitable for sustaining said chalcogen-reducing microbes; (c) at least one chalcogen-containing compound that can be converted to hydrogen chalcogenide vapor by said chalcogen-reducing microbes; and (d) at least one nutritive compound that provides donatable electrons to said chalcogen-reducing microbes during consumption of the nutritive compound by said chalcogen-reducing microbes; and (ii) directing said hydrogen chalcogenide-containing vapor into a metal-containing solution comprising a metal salt dissolved in a solvent to produce metal chalcogenide nanoparticles in said solution, wherein said chalcogen is sulfur or selenium, and said chalcogenide is sulfide or selenide, respectively. The invention is also directed to metal chalcogenide nanoparticle compositions produced as above and having distinctive properties.

    GRAPHENE REINFORCED MATERIALS AND RELATED METHODS OF MANUFACTURE

    公开(公告)号:US20190061303A1

    公开(公告)日:2019-02-28

    申请号:US16135382

    申请日:2018-09-19

    申请人: UT-Battelle, LLC

    摘要: Graphene reinforced materials and related methods of manufacture are provided. The graphene reinforced materials include graphene sheet or scroll, graphene-polymer sheet or scroll, and graphene-carbon sheet or scroll, each having material properties that are attractive across a broad range of applications and industries. The graphene reinforced materials generally include monolayer or multilayer graphene that is synthesized by annealing a catalyst substrate within a CVD chamber, introducing a hydrocarbon gas as a carbon source with the CVD chamber to form a layer of graphene on the catalyst substrate, detaching the catalyst substrate from the layer of graphene, and rolling the layer of graphene onto itself to form a scroll, optionally with the addition of a polymer layer or carbonized layer on the graphene layer.

    METHOD FOR SYNTHESIZING METAL OXIDE PARTICLES
    7.
    发明申请
    METHOD FOR SYNTHESIZING METAL OXIDE PARTICLES 审中-公开
    用于合成金属氧化物颗粒的方法

    公开(公告)号:US20140273147A1

    公开(公告)日:2014-09-18

    申请号:US14205699

    申请日:2014-03-12

    申请人: UT-Battelle, LLC

    IPC分类号: C12P3/00

    CPC分类号: C12P3/00

    摘要: The invention is directed to a method for producing metal oxide particles, the method comprising subjecting non-oxide metal-containing particles to an oxidation step that converts the non-oxide metal-containing particles to said metal oxide particles. The invention is also directed to the resulting metal oxide compositions. In particular embodiments, non-oxide precursor particles are produced by microbial means, and the produced non-oxide precursor particles subjected to oxidation conditions under elevated temperature conditions (e.g., by a thermal pulse) to produce metal oxide particles or a metal oxide film.

    摘要翻译: 本发明涉及一种生产金属氧化物颗粒的方法,所述方法包括使非含氧化物金属的颗粒进行氧化步骤,所述氧化步骤将非氧化物金属颗粒转化为所述金属氧化物颗粒。 本发明还涉及所得金属氧化物组合物。 在具体实施方案中,通过微生物手段产生非氧化物前体颗粒,并且所产生的非氧化物前体颗粒在高温条件下(例如通过热脉冲)进行氧化条件以产生金属氧化物颗粒或金属氧化物膜。

    GRAPHENE REINFORCED MATERIALS AND RELATED METHODS OF MANUFACTURE
    10.
    发明申请
    GRAPHENE REINFORCED MATERIALS AND RELATED METHODS OF MANUFACTURE 审中-公开
    石墨增强材料及相关制造方法

    公开(公告)号:US20150266258A1

    公开(公告)日:2015-09-24

    申请号:US14217759

    申请日:2014-03-18

    申请人: UT-Battelle, LLC

    摘要: Graphene reinforced materials and related methods of manufacture are provided. The graphene reinforced materials include graphene sheet or scroll, graphene-polymer sheet or scroll, and graphene-carbon sheet or scroll, each having material properties that are attractive across a broad range of applications and industries. The graphene reinforced materials generally include monolayer or multilayer graphene that is synthesized by annealing a catalyst substrate within a CVD chamber, introducing a hydrocarbon gas as a carbon source with the CVD chamber to form a layer of graphene on the catalyst substrate, detaching the catalyst substrate from the layer of graphene, and rolling the layer of graphene onto itself to form a scroll, optionally with the addition of a polymer layer or carbonized layer on the graphene layer.

    摘要翻译: 提供石墨烯增强材料和相关制造方法。 石墨烯增强材料包括石墨烯片或涡卷,石墨烯聚合物片或涡卷,以及石墨烯 - 碳片或卷轴,其具有在广泛的应用和行业中具有吸引力的材料性质。 石墨烯增强材料通常包括通过在CVD室内退火催化剂基底而合成的单层或多层石墨烯,将碳氢化合物气体作为碳源引入CVD室以在催化剂基底上形成石墨烯层,分离催化剂基质 从石墨烯层,并将石墨烯层滚动到其上以形成涡卷,任选地在石墨烯层上添加聚合物层或碳化层。