GLOBAL OPTIMAL PARTICLE FILTERING METHOD AND GLOBAL OPTIMAL PARTICLE FILTER

    公开(公告)号:US20200034716A1

    公开(公告)日:2020-01-30

    申请号:US16335675

    申请日:2018-02-02

    发明人: Lin LI Yun LI

    IPC分类号: G06N3/12 G06N3/00

    摘要: The invention relates to a global optimal particle filtering method and a global optimal particle filter. The problem of particle filter processing nonlinear and non-Gaussian signals is effectively solved. The main technical means is to use the Lamarck genetic natural law to construct a global optimal particle filter comprising: generating an initial particle set; using Unscented Kalman Filter to perform importance sampling on the initial particle set to obtain sampled particles; performing floating-point number encoding for each of the sampled particles to obtain an encoded particle set; setting an initial population; using the initial population as an original trial population to sequentially perform a Lamarck overwriting operation, a real number decoding operation, and an elite retention operation; using the real-number optimal candidate particle as a prediction sample for a next moment, and obtaining a state estimation value of a system. The invention is applicable to machine learning.

    AUTOMATIC ARRANGING MACHINE FOR MEMBRANE FIBER AND MEMBRANE MODULE PRODUCTION DEVICE THEREOF

    公开(公告)号:US20190314764A1

    公开(公告)日:2019-10-17

    申请号:US16114216

    申请日:2018-08-28

    发明人: Simin HUANG Kui HE

    摘要: An automatic arranging machine for membrane fiber which comprises a workbench, and a membrane fiber reel, a membrane fiber guide plate, a first membrane fiber traction apparatus, a membrane fiber cutter, a membrane fiber bracket and a second membrane fiber traction apparatus which are sequentially arranged and mounted on the workbench. The invention provides an automatic arranging machine for membrane fiber and a membrane module production device, which mainly rely on a membrane fiber automatic filling machine to accurately control the membrane fiber, and realize passing the automatic membrane fiber through the membrane fiber bracket into a membrane tube by using the membrane fiber traction apparatus to cooperate with a related mechanical walking structure. The automatic control technology utilized in the whole process is mature, the manual intervention process is less, the consumables are used less, the manufactured components are with high quality, the production efficiency is high, and the produced membrane module has a good performance consistency and can be applied to the manufacturing process of many membrane separation modules.

    Distributed energy source system utilizing waste heat deeply

    公开(公告)号:US11802058B2

    公开(公告)日:2023-10-31

    申请号:US17685393

    申请日:2022-03-03

    摘要: The present invention relates to a distributed energy source system utilizing waste heat deeply. The distributed energy source system utilizing waste heat deeply comprises a primary waste heat recycling module, a membrane distillation type seawater desalination module and a membrane type thermoosmosis power generation module. The distributed energy source system utilizing waste heat deeply provided by the present invention can recycle and deeply utilize waste heat and moisture in flue gas by means of the primary waste heat recycling module, the membrane distillation type seawater desalination module and the membrane type thermoosmosis power generation module to realize functions of seawater desalination and low-temperature power generation, has high energy utilization ratio and improves the waste heat utilization efficiency.

    Device for integrally processing housing of 3C product

    公开(公告)号:US11559871B2

    公开(公告)日:2023-01-24

    申请号:US16910902

    申请日:2020-06-24

    IPC分类号: B24B41/00 B24B41/06

    摘要: The invention relates to a device for integrally processing a housing of a Computing, Communication, and Consumer (3C) product. The device includes a loading frame and an upper frame, where a material receiving device is arranged in the loading frame, a width of the loading frame is greater than that of the housing, a grinding device is arranged below the upper frame, and the grinding device includes a grinding movement device; the grinding movement device is connected to a grinding installation block, an outer side of the grinding installation block is provided with grinding lifting balls, a grinding arc block is embedded in an inner side of an upper portion of the grinding installation block, and the upper frame is provided with a material pressing device. An outer side of the loading frame is provided with a feeding and discharging device.

    Electrically controlled mixing and blending apparatus for chemical liquid raw materials

    公开(公告)号:US11130103B2

    公开(公告)日:2021-09-28

    申请号:US16311134

    申请日:2018-04-18

    发明人: Haibin Chen

    摘要: An electrically controlled mixing and blending apparatus featuring high corrosion resistance and mixing efficiency includes a housing, a first bearing engaged to both sides of the housing, and the interior of both first bearings being coupled to a first rotating shaft, a second bearing engaged to a surface at the middle of the first rotating shaft and the interior of the second bearing being engaged to a surface of an output shaft of a first motor output shaft. Both sides of the first motor are fixedly coupled to a surface of the first rotating shaft through a first fixed rod. A gear drives the first motor, a blending rod and a stirring rack to swing in the front-rear direction through the first rotating shaft to increase the turbulence of the liquid raw materials, reduce the time required for mixing raw materials, and improve the production efficiency.

    Integrated and automatic eyeglass temple assembly device

    公开(公告)号:US11073705B2

    公开(公告)日:2021-07-27

    申请号:US16440887

    申请日:2019-06-13

    发明人: Jun Deng Chuliang He

    IPC分类号: G02C13/00 B29D12/02 B23P19/00

    摘要: The present invention discloses an integrated and automatic eyeglass temple assembly device, including a left table frame and a right table frame. The left table frame and the right table frame are respectively provided with a frame, and each upper end of the frame is provided with a hinge feeding tray. The left table frame and the right table frame are respectively provided with a temple box, a clamping mechanism and a single temple holding assembly. The mounting slot of the temple is located between the temple clamping pushing plate and the temple holding assembly, the movable slot is at the same level with the mounting portion of the hinge, and each temple box is provided with a temple feeding cylinders. The object of the present invention is to provide integrated and automatic eyeglass temple assembly device, in which two feeding trays are used for feeding hinges onto 2 working stations and by pushing and clamping hinges with the cylinders, hinge pushing boxes and hinge pressing plates, it is possible to achieve integrated and automatic temple assembly on both working stations and improve the working efficiency.

    In-situ photocatalysis monitoring system based on surface-enhanced raman scattering spectroscopy

    公开(公告)号:US10914684B2

    公开(公告)日:2021-02-09

    申请号:US16976757

    申请日:2019-05-24

    摘要: An in-situ photocatalysis monitoring system based on surface-enhanced Raman Scattering (SERS) spectroscopy. The monitoring system may include a Raman excitation light source, a laser coupling lens, a narrow band filter, a total reflection mirror, a dichroic mirror, a focusing coupling lens, a SERS optical fiber probe, a liquid phase photocatalysis reactor, a photocatalytic light source, a Raman collection lens, and a spectrometer. A first furcation part and a second furcation part each extend from one end of a common detection part of the SERS optical fiber probe; an extending end of the first furcation part is coupled with the focusing coupling lens; an extending end of the second furcation part is coupled with the photocatalytic light source; and the other end of the common detection part is arranged inside the liquid phase photocatalysis reactor. Raman excitation light and photocatalytic light may be transmitted on a common channel.

    METHOD OF AUTOMATIC AGRICULTURAL POLLINATION BASED ON MICRO AIR VEHICLE

    公开(公告)号:US20200281138A1

    公开(公告)日:2020-09-10

    申请号:US15774581

    申请日:2017-04-25

    摘要: The present invention discloses a method of automatic agricultural pollination based on a micro air vehicle, with detailed steps as follows: in a current pollination working area j, a central control system CCS assigning a work task to a micro air vehicle pollinator μMAVi; capturing a data of flower via a camera and a data acquisition device; processing an original data collected from a specific data source, and then screening, filtering and preprocessing the original data; according to a data flow, performing an operation of recognizing flower; assessing whether a designated flower is successfully recognized or not; the micro air vehicle pollinator μMAVi pollinating the designated flower; assessing a pollination result and an effectiveness of the micro air vehicle pollinator μMAVi, and determining whether to end a work of the current working area j and to enter into the next working area j+1 or not. The present invention is more efficient in an automatic process, reducing an operating cost at the same time, being advantageous for propelling intellectualization, and the present invention can provide a higher efficiency and a better pollination quality and improve an agricultural productivity.