公开(公告)号：AU2021290842A1

公开(公告)日：2022-11-10

申请号：AU2021290842

申请日：2021-05-27

Applicant: IBM

Inventor： SCHMIDT TIM ,  KLEIN LEVENTE

IPC: G06K9/00 ,  G06K9/62

Abstract: Aspects of the invention include includes detecting, using a first machine learning model, a first well pad at a first location based at least in part on a first set of data comprising spectral data describing a gas emission from the first location. Detecting an environmental event within a threshold distance of the well pad. Determining a probability of damage to the first well pad from the environmental event.

公开(公告)号：AU2021251818A1

公开(公告)日：2022-09-15

申请号：AU2021251818

申请日：2021-03-26

Applicant: IBM

Inventor： WATSON CAMPBELL D ,  TEWARI MUKUL ,  DOW ELI MICHAEL ,  KLEIN LEVENTE

IPC: G06F17/18

Abstract: Road condition prediction for potentially hazardous road segments is described. For roadways that may contain accumulated frozen precipitation, a road segment for road condition prediction is selected based on weather conditions. Various models including a solar radiation budget model, a permanent structures model, a dynamic structures model, and a road condition model are generated for the selected road segment and account for shading effects on the road segment caused by objects near the road segment. A road condition prediction for hazardous conditions on the road segment is determined based on the road condition model and provided to a driver to alert the driver of any potentially hazardous conditions.