METHOD FOR PREDICTING POTENTIAL ENERGY OF MULTICOMPONENT MATERIALS

    公开(公告)号:US20240404647A1

    公开(公告)日:2024-12-05

    申请号:US18522562

    申请日:2023-11-29

    Abstract: The present disclosure provides a method for predicting a potential energy of a multicomponent material. The method includes encoding a structural information of a multicomponent material in which eigenvector values for each element are calculated using an atom-centered symmetry function (ACSF) of a structural information of atoms constituting the multicomponent material. The method also includes calculating a bond order potential (BOP) parameter for each element using the calculated eigenvector value as an input value and using a different artificial neural network model for each type of atom to construct a physics-informed artificial neural network (PINN) model. The method also includes calculating a bond order potential value for each element to construct a potential energy surface (PES). The method also includes performing structural optimization or physical property prediction of the multicomponent material using a potential energy surface.

    METHOD AND APPARATUS FOR CONTROLLING POWER OF BASE STATION IN SPECTRUM SHARING ENVIRONMENT

    公开(公告)号:US20240381268A1

    公开(公告)日:2024-11-14

    申请号:US18244529

    申请日:2023-09-11

    Abstract: Disclosed herein is a method of controlling power of a base station in a spectrum sharing environment, which includes setting, by a control device, predetermined initial power information for a plurality of base stations located in a service area in a time slot t; calculating, by the control device, a coverage radius for each of the base stations on the basis of the initial power information; calculating, by the control device, gradients of a coverage area and an interference area for each of the base stations on the basis of the coverage radius for each of the base stations; and updating, by the control device, power information for each of the base stations in a time slot t+1 on the basis of the gradients of each of the base stations.

    Battery pack housing
    6.
    发明授权

    公开(公告)号:US12136715B2

    公开(公告)日:2024-11-05

    申请号:US17224433

    申请日:2021-04-07

    Abstract: A battery pack housing for improved cooling efficiency of a battery cell is disclosed. A cooling fluid introduced into a battery pack of the battery pack housing flows to generate turbulence around a battery tab at which high-temperature heat is typically generated. A flow rate and a flow velocity of the cooling fluid may be increased around the battery tab, the cooling fluid may be more actively circulated, and a temperature deviation between cells in the battery pack may be effectively reduced so that performance degradation of the battery pack may be prevented and a lifetime of the battery pack may be increased. In addition, even when the same amount of cooling fluid is used, the cooling efficiency of the battery pack may be improved, and an amount of the fluid needed for cooling may be reduced to simplify an entire system of the battery pack.

    METHOD FOR PREPARING ELECTROLYTE AND BATTERY INCLUDING THE SAME

    公开(公告)号:US20240332608A1

    公开(公告)日:2024-10-03

    申请号:US18621488

    申请日:2024-03-29

    CPC classification number: H01M10/0562 H01M2300/008

    Abstract: The present disclosure relates to a method for preparing an electrolyte and a battery including the same. The electrolyte is prepared by drying a precursor solution containing a lithium-based precursor and a sulfide-based or oxide-based precursor to form a precursor powder, and irradiating microwaves thereto with no heat treatment. Therefore, it is possible to obtain the electrolyte through a simple process and to increase the crystallinity of the electrolyte in a short time, while removing residual organic substances, and thus it is possible to prevent a risk of electrical leakage and generation of an internal short-circuit. It is also possible to significantly improve the charge/discharge performance of a solid-state battery.

Patent Agency Ranking