METHOD AND DEVICE FOR CONTROLLING A TRANSPORT SYSTEM TO PERFORM TRANSPORT TASKS

    公开(公告)号:WO2023086020A2

    公开(公告)日:2023-05-19

    申请号:PCT/SG2022/050803

    申请日:2022-11-04

    摘要: Aspects concern a. method for controlling a transport system comprising determining, for first score adjustment vectors, allocation rates, fulfilment rates and gains of fulfilled predetermined transport tasks. The method further comprises determining a second score adjustment vector from the allocation rates, fulfilment rates and gains determined for the first score adjustment vectors by estimating the second score adjustment vector to maximize a gain of fulfilled requested transport tasks subject to a predetermined minimum allocation rate of requested, transport tasks of each transport task category and a predetermined minimum fulfilment rate of requested transport tasks of each transport task category. Additionally, the method comprises controlling the transport system to perform transport tasks of a set of requested transport tasks by determining scores for each requested transport task, adjusting the scores of each transport task according to the second score adjustment vector and prioritizing requested transport tasks depending on their adjusted scores.

    SYSTEM AND METHOD FOR RECOGNIZING SENTIMENT OF USER'S FEEDBACK

    公开(公告)号:WO2023069017A2

    公开(公告)日:2023-04-27

    申请号:PCT/SG2022/050734

    申请日:2022-10-14

    IPC分类号: G06F40/30 G06N3/02

    摘要: According to various embodiments, a system for recognizing a sentiment of a user's feedback is provided. The system comprises: an encoder configured to receive an input text for the user's feedback, break up the input text into text tokens, and encode each text token; and a decoder connected to the encoder and configured to output a sentiment score for the input text, wherein the encoder is further configured to read the encoded text token in a bidirectional manner to obtain a forward node value and a backward node value, and concatenate the forward node value and the backward node value together to obtain a vector representing semantic meaning of the input text, and the decoder is configured to receive the vector from the encoder, obtain a probability of each sentiment score by mapping the vector into each sentiment score, and determine the sentiment score for the input text based on the probability.

    METHOD OF ASSESSING CREDIT RISK OF A COMPANY AND SUPPLY CHAIN FINANCING PLATFORM HOSTED ON A BLOCKCHAIN NETWORK

    公开(公告)号:WO2023033708A1

    公开(公告)日:2023-03-09

    申请号:PCT/SG2021/050525

    申请日:2021-08-31

    申请人: HITACHI, LTD.

    摘要: A method of assessing credit risk of a company is provided. The method may include determining a plurality of parameters based on input data about the company. The method may further include adjusting a predefined weightage for each parameter of the plurality of parameters, based on a quantity of data points in the input data that relates to the respective parameter. The method may further include computing a credit risk score based on the plurality of parameters and their respective adjusted weightages. A supply chain financing platform hosted on a blockchain network is also provided. The supply chain financing platform may include a private ledger configured to store supply chain data of a company. The supply chain financing platform may further include a private ledger configured to store supply chain data of a company. The supply chain financing platform may further include a smart contract configured to read the supply chain data from the private ledger and further configured to compute a first parameter based on the supply chain data, and a hash value based on the supply chain data. The supply chain financing platform may further include a public ledger, wherein the smart contract is further configured to write the first parameter and the hash value to the public ledger.

    CONNECTOR COMPONENT AND CONNECTOR SYSTEM
    5.
    发明申请

    公开(公告)号:WO2023027633A2

    公开(公告)日:2023-03-02

    申请号:PCT/SG2022/050587

    申请日:2022-08-18

    摘要: A connector system including a pair of connector components. Each including a connector housing having a mating surface with an opening and a door moveable to close and open the opening, and a connector assembly therein and moveable towards or away from the opening. The connector assembly including a base member having a fluid port; an engagement piece having a pusher portion; and a valve unit therebetween, the valve unit having a resilient deformable valve member. The pusher portion being in abutment with the resilient deformable valve member and moveable to cause the pusher portion to urge open the resilient deformable valve member for enabling the fluid flow. When the pair of connector components are interlocked, the doors open and the connector assemblies move and engage with each other through the openings causing the resilient deformable valve members to open for establishing a fluid connection.

    DEVICE AND METHOD FOR AUTOMATED GENERATION OF PARAMETER TESTING REQUESTS

    公开(公告)号:WO2023014282A1

    公开(公告)日:2023-02-09

    申请号:PCT/SG2022/050412

    申请日:2022-06-15

    IPC分类号: G06F11/36 G06F8/41

    摘要: Aspects relate to a method for automated generation of parameter testing requests for a software application under test including: receiving a test input, identifying a plurality of parameter testing fields in the test input, slicing the test input into a plurality of testing slices based on the plurality of parameter testing fields, generating a parameter testing request for each slice of the plurality of testing slices, and generating a combination of parameter testing requests from the parameter testing request for each slice of the plurality of testing slices.

    SEGMENTING METHOD FOR EXTRACTING A ROAD NETWORK FOR USE IN VEHICLE ROUTING, METHOD OF TRAINING THE MAP SEGMENTER, AND METHOD OF CONTROLLING A VEHICLE

    公开(公告)号:WO2023277793A2

    公开(公告)日:2023-01-05

    申请号:PCT/SG2022/050350

    申请日:2022-05-25

    IPC分类号: G06N3/08 G06T7/10 G01C21/34

    摘要: Computer-implemented training method of training a map segmenter including a deep neural network, including: providing a training dataset including training image data including training pairs of map images of a geographical area acquired by one or more image acquisition apparatuses and corresponding segmentation masks, wherein the training image data may be stored a computer memory; generating synthetic map images by a computer-implemented generation method including creating synthetic map images by applying a generative adversarial network onto segmentation masks, wherein the segmentation masks may include the corresponding segmentation masks and additional segmentation masks; storing the synthetic map images and the corresponding additional segmentation masks as additional training data pairs in the training dataset in the computer memory; and training the map segmenter with the training dataset. Computer-implemented segmenting method for extracting a road network for use in vehicle routing with the trained segmenter, and a computer program product are also disclosed.

    METHOD AND SYSTEM FOR MONITORING OPERATION OF A VEHICLE

    公开(公告)号:WO2022271093A2

    公开(公告)日:2022-12-29

    申请号:PCT/SG2022/050349

    申请日:2022-05-25

    摘要: Aspects of the disclosure relate to a system and a computer implemented method for monitoring operation of a vehicle, including: providing a trip dataset including time data, and accelerometer data obtained from an accelerometer configured to measure acceleration in 3 acceleration axes, wherein the accelerometer may be included in a mobile device being transported by the vehicle during data acquisition of the trip dataset, wherein the trip dataset corresponds to a vehicle trajectory; processing the trip dataset into a uniformly sampled dataset; producing gravitational vector direction data by determining a gravitational vector direction transforming the coordinates from the trip dataset from mobile device coordinates into vehicle coordinates; dividing the uniformly sampled dataset into a plurality of trip segments; for each trip segment of the plurality of trip segments, identifying one or more acceleration events by comparing the acceleration data of the trip segment with pre-determined thresholds; and reducing use of the vehicle.

    ACTIVE LIQUID INFILL SWITCHABLE WINDOWS
    10.
    发明申请

    公开(公告)号:WO2022255940A2

    公开(公告)日:2022-12-08

    申请号:PCT/SG2022/050339

    申请日:2022-05-23

    摘要: Herein disclosed includes a panel system operable to modulate transmission of light, which comprises, a panel comprising a cavity defined by two optically pervious conductive electrodes to house an electrolyte, a liquid reservoir, one or more pumps operable to transfer (i) the electrolyte from the cavity into the liquid reservoir so as to remove the electrolyte from the cavity and (ii) the electrolyte from the liquid reservoir back into the cavity, wherein the panel maintains a second optical state after removal of the electrolyte from the cavity and in the absence of any voltage applied to the two optically pervious conductive electrodes, and wherein the panel changes from the second optical state to a first optical state after the electrolyte is transferred from the liquid reservoir back into the cavity. Herein disclosed also includes a method of forming the panel system.