Invention Grant
- Patent Title: Determining resource requirements
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Application No.: US17793967Application Date: 2021-02-04
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Publication No.: US11887045B2Publication Date: 2024-01-30
- Inventor: Sunil Kumar Chinnamgari , Abhishek 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

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.
Public/Granted literature
- US20230066889A1 DETERMINING RESOURCE REQUIREMENTS Public/Granted day:2023-03-02
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