-
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
发明人: Ilia N. Ivanov , Eric S. Muckley , Nicholas West
IPC分类号: G01N33/00 , A61B5/08 , A61B5/00 , G01N33/497
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.
-
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
发明人: Ilia N. Ivanov , Eric S. Muckley
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.
-
公开(公告)号:US10337030B2
公开(公告)日:2019-07-02
申请号:US15643610
申请日:2017-07-07
发明人: Ji Won Moon , Tommy Joe Phelps , Ronald Oremland , David E. Graham , Ilia N. Ivanov , Christopher B. Jacobs , Gyoung Gug Jang , Michelle K. Kidder , Pooran C. Joshi , Beth L. Armstrong
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.
-
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
IPC分类号: B32B1/00 , B32B18/00 , C01B32/194 , C01B32/186 , C04B35/52 , B32B15/08 , C04B35/622
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.
-
公开(公告)号:US09909221B2
公开(公告)日:2018-03-06
申请号:US14205589
申请日:2014-03-12
申请人: UT-Battelle, LLC
发明人: Ji-Won Moon , Hyunsung Jung , Tommy Joe Phelps , Chad E. Duty , Ilia N. Ivanov , Pooran Chandra Joshi , Gerald Earle Jellison, Jr. , Beth Louise Armstrong , Sean Campbell Smith , Adam Justin Rondinone , Lonnie J. Love
CPC分类号: C25B1/00 , C01B19/007 , C25B1/21
摘要: The invention is directed to a method for producing metal-containing particles, the method comprising subjecting an aqueous solution comprising a metal salt, Eh, lowering reducing agent, pH adjusting agent, and water to conditions that maintain the Eh value of the solution within the bounds of an Eh-pH stability field corresponding to the composition of the metal-containing particles to be produced, and producing said metal-containing particles in said aqueous solution at a selected Eh value within the bounds of said Eh-pH stability field. The invention is also directed to the resulting metal-containing particles as well as devices in which they are incorporated.
-
公开(公告)号:US09476785B2
公开(公告)日:2016-10-25
申请号:US14035097
申请日:2013-09-24
申请人: UT-BATTELLE LLC
发明人: Ilia N. Ivanov , David B. Geohegan
IPC分类号: G01K13/00 , G01L19/00 , B82Y30/00 , G01K7/02 , G01K7/18 , G01L1/20 , G01L9/00 , G01K7/00 , B82Y15/00
CPC分类号: G01L19/00 , B82Y15/00 , B82Y30/00 , G01K7/00 , G01K7/021 , G01K7/028 , G01K7/18 , G01K2211/00 , G01L1/20 , G01L9/00 , G01L9/0001 , G01L9/0002 , G01L9/0005 , Y10S977/742 , Y10S977/955 , Y10S977/956
摘要: The present invention, in one embodiment, provides a method of measuring pressure or temperature using a sensor including a sensor element composed of a plurality of carbon nanotubes. In one example, the resistance of the plurality of carbon nanotubes is measured in response to the application of temperature or pressure. The changes in resistance are then recorded and correlated to temperature or pressure. In one embodiment, the present invention provides for independent measurement of pressure or temperature using the sensors disclosed herein.
-
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
发明人: Pooran Chandra Joshi , Chad E. Duty , Gerald Earle Jellison, Jr. , Ilia N. Ivanov , Beth Louise Armstrong , Ji-Won Moon , Hyunsung Jung , Adam Justin Rondinone , Tommy Joe Phelps
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。
-
公开(公告)号:US11958251B2
公开(公告)日:2024-04-16
申请号:US17483170
申请日:2021-09-23
申请人: UT-Battelle, LLC
发明人: Ilia N. Ivanov , Eric S. Muckley
IPC分类号: B29C64/386 , A61B5/00 , A61B5/08 , B29C64/364 , B33Y30/00 , B33Y50/00 , G01N3/00 , G01N21/25 , G01N27/02 , G01N33/00 , G01N33/02 , G01N33/497 , G05B19/042 , G06N3/00 , G06N5/022 , G06N5/04 , G06N20/00 , G08B21/18 , B33Y10/00
CPC分类号: B29C64/386 , A61B5/0004 , A61B5/0816 , A61B5/6891 , B29C64/364 , G01N3/00 , G01N21/25 , G01N27/026 , G01N33/0001 , G01N33/0031 , G01N33/0063 , G01N33/0073 , G01N33/02 , G01N33/497 , G05B19/042 , G06N5/022 , G06N5/04 , G06N20/00 , G08B21/18 , A61B2562/046 , B33Y10/00 , B33Y30/00 , B33Y50/00 , G01N2203/0094 , G05B2219/2614
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.
-
公开(公告)号:US09759622B2
公开(公告)日:2017-09-12
申请号:US14035105
申请日:2013-09-24
申请人: UT-BATTELLE LLC
发明人: Ilia N. Ivanov , David B. Geohegan
CPC分类号: G01L19/00 , B82Y15/00 , B82Y30/00 , G01K7/00 , G01K7/021 , G01K7/028 , G01K7/18 , G01K2211/00 , G01L1/20 , G01L9/00 , G01L9/0001 , G01L9/0002 , G01L9/0005 , Y10S977/742 , Y10S977/955 , Y10S977/956
摘要: The present invention, in one embodiment, provides a method of measuring pressure or temperature using a sensor including a sensor element composed of a plurality of carbon nanotubes. In one example, the resistance of the plurality of carbon nanotubes is measured in response to the application of temperature or pressure. The changes in resistance are then recorded and correlated to temperature or pressure. In one embodiment, the present invention provides for independent measurement of pressure or temperature using the sensors disclosed herein.
-
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
CPC分类号: B32B1/00 , B32B15/08 , B32B18/00 , B32B2255/10 , B32B2255/20 , C01B32/186 , C01B32/194 , C04B35/522 , C04B35/62218 , C04B2235/94 , C04B2235/96 , C04B2237/363 , Y10T156/1038 , Y10T428/30
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。
-
-
-
-
-
-
-
-
-