Systems and methods for product recommendation using predictive modeling

    公开(公告)号:US12271162B2

    公开(公告)日:2025-04-08

    申请号:US18533623

    申请日:2023-12-08

    Abstract: A system and method of simulating and optimizing industrial and other processes includes a computer that performs multivariate analysis of input variables and output variables to generate a data model of the operation of the process. For industrial applications, the input variables include process variables and the output variables include result variables from the operation of the industrial process. The data model determines contributions to changes in the output or result variables by the respective input or process variables and is provided to a predictive algorithm to identify parameter values for input or process variables expected to have a most significant impact on the output or result variables during performance of the process. The outputs of the predictive algorithm are parameter values that are provided as input or process variables to the industrial process for simulation or performance optimization or product recommendations/optimizations.

    Magnetically assisted disposition of magnetizable abrasive particles

    公开(公告)号:US12269982B2

    公开(公告)日:2025-04-08

    申请号:US16479738

    申请日:2018-01-10

    Abstract: According to one embodiment, a method can comprise: providing a tool that has a first portion that comprises a first material and a second portion that comprises a second material, wherein the second material differs from the first material and the tool is subject to a magnetic field, and wherein the first material and the second material are provided such that the magnetic field is relatively stronger at and adjacent the first portion relative to the magnetic field at and adjacent the second portion; positioning a surface adjacent to the tool so as to be subject to the magnetic field; and disposing magnetizable abrasive particles on the surface, wherein the magnetizable abrasive particles are attracted to an area on the surface adjacent the first portion where the magnetic field is relatively stronger so as to provide for at least one of a desired orientation, placement and alignment of a majority of the magnetizable abrasive particles on the surface.

    Air respirator accessory having a battery connector plug with an unplug lever

    公开(公告)号:US12263363B2

    公开(公告)日:2025-04-01

    申请号:US17283404

    申请日:2019-10-22

    Abstract: A system which is composed of a blower unit for a powered air purifying respirator and an electrically powered accessory. The blower unit has a blower device and a battery for powering the blower device. And the accessory is equipped with a power connector. The blower unit provides a power outlet for connection with the power connector. The power connector has a plug. Furthermore the power connector has an unplug lever for retracting the plug for unplugging. The unplug lever and the plug are connected by a pivot joint that forms a pivot axis. The unplug lever forms a handle arm and a counter arm that extend away from the pivot joint in opposite directions.

    FAST CURABLE CRASH RESISTANT ADHESIVE COMPOSITION

    公开(公告)号:US20250101281A1

    公开(公告)日:2025-03-27

    申请号:US18725500

    申请日:2022-12-28

    Abstract: The present disclosure provides a curable adhesive composition precursor, comprising a first part (A) comprising (i) at least one first epoxy curing agent selected from diamines: (ii) at least one second epoxy curing agent selected from phenalkamides and/or phenalkamines: (iii) at least one first curing aid selected from metal salt hydrates: (iv) at least one second curing aid selected from phenolic amines: a second part (B) comprising (i) at least one epoxy resin: (ii) at least one first impact modifier; (iii) at least one second impact modifier different from the at least one first impact modifier: (iv) at least one amphoteric corrosion inhibitor selected from phosphonate compounds and phosphosilicate compounds.

    PROTECTION CIRCUIT, METHOD FOR PROTECTING ELECTRICAL LOAD, AND SYSTEM

    公开(公告)号:US20250096554A1

    公开(公告)日:2025-03-20

    申请号:US18883838

    申请日:2024-09-12

    Inventor: Adam R. Krause

    Abstract: A protection circuit for use with a power source includes a Zener diode, a first resistor, and a second resistor, which together define its maximum voltage threshold. The power source is configured to provide an input voltage to an electrical load. The protection circuit further includes a shorting device and a current-limiting safety device. When the input voltage is less than the maximum voltage threshold, the shorting device is maintained in an off-state, causing the input voltage to be provided to the electrical load. When the input voltage is greater than or equal to the maximum voltage threshold, the shorting device switches to the on-state and electrically shorts the power source to a ground, causing the current-limiting safety device to break an electrical connection between the power source and an input point electrically connected to the electrical load, such that the electrical load is electrically disconnected from the power source.

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