POLYMER-CERAMIC SOLID ELECTROLYTE

    公开(公告)号:US20250055022A1

    公开(公告)日:2025-02-13

    申请号:US18799454

    申请日:2024-08-09

    Abstract: A self-standing, interconnected polymer-ceramic composite solid electrolyte is provided. The composite electrolyte includes a ceramic electrolyte scaffold defining a plurality of interconnected pores having a porosity of 45 to 55%. A crosslinked polymer electrolyte is disposed within the plurality of pores. A surface protection layer, including a linear polymer electrolyte is disposed on an exterior surface of the ceramic electrolyte scaffold. A method of manufacturing a composite electrolyte is also provided. The method includes combining a ceramic electrolyte, a binder, and a solvent to give a ceramic electrolyte slurry cast to give a ceramic electrolyte layer. The ceramic electrolyte layer is sintered to give a porous ceramic electrolyte scaffold defining a porosity of 45 to 55%. A polymer precursor solution is prepared and used to infiltrate the ceramic electrolyte and then cured.

    PRIVACY-PRESERVING FACIAL SCREENING

    公开(公告)号:US20250047492A1

    公开(公告)日:2025-02-06

    申请号:US18791869

    申请日:2024-08-01

    Abstract: Privacy-preserving security screening using facial images is disclosed. The screening may comprise encoding a facial image into a latent vector using a first pre-trained machine learning model, shuffling the latent vector using an invertible transformation in a latent space to generate a shuffled latent vector and converting the shuffled latent vector into a landscape image using a second pre-trained machine learning model. The landscape image may be used to security screening and compared with reference landscape images.

    Stability boundary and optimal stable parameter identification in machining

    公开(公告)号:US12181853B2

    公开(公告)日:2024-12-31

    申请号:US17529558

    申请日:2021-11-18

    Abstract: A Bayesian learning approach for stability boundary and optimal parameter identification in milling without the knowledge of the underlying tool dynamics or material cutting force coefficients. Different axial depth and spindle speed combinations are characterized by a probability of stability which is updated based upon whether the result is stable or unstable. A likelihood function incorporates knowledge of stability behavior. Numerical results show convergence to an analytical stability lobe diagram. An adaptive experimental strategy identifies optimal operating parameters that maximize material removal rate. An efficient and robust learning method to identify the stability lobe diagram and optimal operating parameters with a limited number of tests/data points.

    Fuel cell system power-split control for component durability management

    公开(公告)号:US12179633B2

    公开(公告)日:2024-12-31

    申请号:US18367054

    申请日:2023-09-12

    Inventor: Vivek Sujan

    Abstract: An improved power-split control system for managing a load profile of a fuel cell in a fuel cell electric vehicle (FCEV) is provided. The power-split control system is operable to actively manage the power demand between the fuel cell and the battery of a FCEV to optimize the operational life of the fuel cell. The power-split control system can use information gathered solely from historical drive cycle data or from historical drive cycle data combined with look-ahead eHorizon data. The power-split control system meets a power demand by operating the powertrain in either a battery charge sustaining mode or a battery charge depletion mode. The power-split control system is also configured to control the power distribution (to the electric motor) from the fuel cell and the battery in a manner that minimizes the degradation of the fuel cell.

    High efficiency foam compacts for TRISO fuels

    公开(公告)号:US12176114B2

    公开(公告)日:2024-12-24

    申请号:US18118390

    申请日:2023-03-07

    Abstract: A nuclear fuel element is provided. The nuclear fuel element includes a porous support. The porous support includes a ligament and defines a pore adjacent to the ligament. The ligament has an interior surface spaced from the pore. The interior surface defines a void. The porous support includes silicon carbide. The nuclear fuel element includes a nuclear fuel material disposed in the pore. The nuclear fuel material includes a moderator and tri-structural isotropic (TRISO) particles. Another nuclear fuel element is provided. The nuclear fuel element includes a porous support. The porous support includes a ligament and defines a pore adjacent to the ligament. The ligament has an interior surface spaced from the pore. The interior surface defines a void. The ligament includes the nuclear fuel material. The nuclear fuel element includes a facesheet overlying the porous support and defines a hole. The hole is in fluid communication with the void. The nuclear fuel material includes a nuclear fuel.

    High strength lignin-acrylonitrile polymer blend materials

    公开(公告)号:US12163030B2

    公开(公告)日:2024-12-10

    申请号:US16829167

    申请日:2020-03-25

    Abstract: A polymer blend material comprising: (i) a lignin component; (ii) a nitrile butadiene rubber component; and (iii) divalent or trivalent metal salt; wherein: component (i) is present in an amount of about 5 wt. % to about 95 wt. % by weight of components (i) and (ii); component (i) is dispersed in component (ii) in the form of domains having a size of up to 1000 nm; component (iii) is present in an amount of 0.1-10 wt. % by weight of components (i) and (ii); and the polymer blend material has a tensile failure strength of at least 10 MPa, and an elongation at break of at least 20%. Methods for producing the polymer blend, molded forms thereof, and articles thereof, are also described.

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