Trained pattern analyzer for roll out decisions

US11335137B2 · kind B2 · utility

Assignee

• Conduent Business Services, LLC · US

Inventors

• Sahil MANCHANDA · New Delhi, IN
• Simarjot Kaur · Savanuru, IN
• Arun Rajkumar · Chennai, IN
• Narayanan Unny · Bengaluru, IN

Key dates

• Filing date: Apr 5, 2019
• Grant date: May 17, 2022
• Expiry date: Jun 24, 2039

Classification

• Technology area (CPC G): Physics
• CPC primary: G08G1/202
• WIPO field: Control
• WIPO sector: Instruments

Abstract

A historical task database relating vehicle rollout decisions, vehicle maintenance states and subsequent deteriorations is created. A pattern analyzer may use an item-set mining algorithm on the task database to recommend whether a vehicle with its current maintenance state should be deployed. A supervisor uses this recommendation to make a rollout decision. These decisions are added to the database. Heuristic rules are defined to determine if the rollout decision was correct. The system to learns when a supervisor continues to make costly rollout errors. The system also discovers combinations of defects that lead to a rapid deterioration and makes recommendations that the vehicle be sent for maintenance rather than being rolled out.