Samsung electronics co., ltd. (20240103958). METHOD AND APPARATUS FOR MANAGING OPERATION DATA OF APPLIANCE FOR FAILURE PREDICTION simplified abstract

METHOD AND APPARATUS FOR MANAGING OPERATION DATA OF APPLIANCE FOR FAILURE PREDICTION

Organization Name

samsung electronics co., ltd.

Inventor(s)

Jae-Hun Lee of Seongnam-si (KR)

Myung-Sun Kim of Seongnam-si (KR)

Ayush Jain of Seoul (KR)

Tae-Ho Swang of Seoul (KR)

Jae-Hong Kim of Yongin-si (KR)

Hye-Jung Cho of Anyang-si (KR)

METHOD AND APPARATUS FOR MANAGING OPERATION DATA OF APPLIANCE FOR FAILURE PREDICTION - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240103958 titled 'METHOD AND APPARATUS FOR MANAGING OPERATION DATA OF APPLIANCE FOR FAILURE PREDICTION

Simplified Explanation

The method described in the abstract involves a managing server receiving operation data from an electronic device, using artificial intelligence to identify device usage patterns and information related to failures or abnormal operations, and transmitting solutions to the user terminal.

• The managing server receives operation data from an electronic device.
• Artificial intelligence is used to identify device usage patterns.
• Information related to failures or abnormal operations is identified using AI.
• Solutions to the failures or abnormal operations are based on the device usage pattern and operation data.
• The managing server transmits information and solutions to the user terminal.

Potential Applications

This technology could be applied in various industries such as consumer electronics, manufacturing, and healthcare to improve device performance and prevent failures.

Problems Solved

This technology helps in identifying and addressing failures or abnormal operations in electronic devices, leading to improved efficiency and user experience.

Benefits

The benefits of this technology include proactive maintenance, reduced downtime, improved device performance, and enhanced user satisfaction.

Potential Commercial Applications

The potential commercial applications of this technology include remote device monitoring and maintenance services, predictive maintenance solutions, and smart device management platforms.

Possible Prior Art

One possible prior art for this technology could be predictive maintenance systems used in industrial equipment to prevent breakdowns and optimize maintenance schedules.

What are the potential security implications of transmitting device information to a user terminal?

Transmitting device information to a user terminal could raise concerns about data privacy and security, as sensitive information about the device's operation could be exposed to unauthorized users.

How can the accuracy of the AI algorithms be ensured in identifying device usage patterns and failures?

Ensuring the accuracy of AI algorithms in identifying device usage patterns and failures would require continuous training and validation with real-world data to improve the system's performance and reliability.

Original Abstract Submitted

a method performed by a managing server includes: receiving, from an electronic device, operation data of the electronic device; identifying, by using artificial intelligence (ai), a device usage pattern of the electronic device; identifying, by using the ai, information related to a failure or an abnormal operation of the electronic device and a solution to the failure or the abnormal operation based on the device usage pattern and the operation data received from the electronic device; and transmitting, to a user terminal, the information related to the failure or the abnormal operation of the electronic device and the solution to the failure or the abnormal operation.