• Patent Title: Determining resource requirements
  • Application No.: US17793967
    Application Date: 2021-02-04
  • Publication No.: US11887045B2
    Publication Date: 2024-01-30
  • Inventor: Sunil Kumar ChinnamgariAbhishek Sanwaliya
  • Applicant: Maersk A/S
  • Applicant Address: DK Copenhagen
  • Assignee: Maersk A/S
  • Current Assignee: Maersk A/S
  • Current Assignee Address: DK Copenhagen
  • Agency: EIP US LLP
  • Priority: DK 2000173 2020.02.12
  • International Application: PCT/EP2021/052690 2021.02.04
  • International Announcement: WO2021/160514A 2021.08.19
  • Date entered country: 2022-07-20
  • Main IPC: G06Q10/083
  • IPC: G06Q10/083 G06Q10/04
Determining resource requirements
Abstract:
A method (200) for determining future resource requirements in a given location, the method comprising the steps of obtaining (110) transaction data, the transaction data indicative of past resource use at a given location. At least one model may be trained (120) based on a set of parameters by determining (121) a distribution associated with the transaction data; and generating (122) a kernel based on the distribution and the set parameters, the kernel being arranged to output an estimated distribution. The kernel is refined (123) and validated (124) based on a comparison between the distribution and the estimated distribution. A density map is then generated (125) based on the at least one trained model. The density map is then sent (130) to a control system for determining future resource requirements in the given location.
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