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Data analysis system and method for excavator

A data analysis system and data analysis technology, applied in the field of data analysis, can solve the problems of small sample size and single working conditions

Inactive Publication Date: 2016-05-11
SHANGHAI HUAXING DIGITAL TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] Aiming at the limitations of existing analysis methods such as small sample size and single working conditions, the present invention provides a data analysis system and method for excavators. The analysis of working data of excavators is not affected by regions, working conditions and operating habits. Take full advantage of its performance

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  • Data analysis system and method for excavator

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Embodiment 1

[0044] This embodiment provides a big data analysis method for excavators. This method can integrate traditional construction machinery design methods with Internet technology, collect machine operating parameters through a large number of sensors, and perform data mining analysis on the cloud platform. Personnel provide data support and provide end users with more value-added services to improve user experience.

[0045] The method of this embodiment is mainly realized by the three major modules of field module, cloud service module and application module, such as figure 1 As shown, the field module collects the working data of the excavator, and uploads the working data after integration. The field module uses CAN bus control technology, remote control technology, wireless communication technology, etc. to realize the parameters of construction machinery (temperature, speed, flow, pressure, etc.) The cloud service module receives uploaded work data, stores and processes the ...

Embodiment 2

[0052] The present embodiment provides a data analysis system of an excavator, and the data analysis system includes:

[0053] The on-site module collects the working data of the excavator, integrates the working data and uploads them. This module belongs to the front-end part of the system;

[0054] The cloud service module is connected with the on-site module, receives the uploaded work data, stores and processes the work data, and sends the processed work data;

[0055] The application module is connected with the cloud service module, receives the processed work data, and analyzes the work data to obtain the analysis result.

[0056] In a preferred embodiment of the present invention, in the data analysis system, the field module includes:

[0057] Multiple sensors are connected to one or more excavators to collect working data of the excavators;

[0058] The controller is connected to each sensor through the CAN bus, and integrates and calculates the working data collec...

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Abstract

The invention relates to the field of data analysis, in particular to a data analysis system and method for an excavator. The data analysis system for the excavator comprises a field module, a cloud service module and an application module, wherein the field module is used for collecting working data of the excavator and uploading the working data after integrating; the cloud service module is connected with the field module and is used for receiving uploaded working data, storing and processing the working data and transmitting the processed working data; and the application module is connected with the cloud service module and is used for receiving the processed working data and analyzing the working data to obtain an analysis result. The data analysis method for the excavator comprises the following steps: collecting the working data of the excavator and uploading the working data after integrating; receiving the uploaded working data, storing and processing the working data and transmitting the processed working data; receiving the processed working data and analyzing the working data to obtain the analysis result.

Description

technical field [0001] The invention relates to the field of data analysis, in particular to an excavator data analysis system and method. Background technique [0002] As an efficient and economical earth-rock construction machine, hydraulic excavator plays a pivotal role in various engineering construction fields. The performance improvement method of the existing excavator is based on the test data in the experimental prototype field, analyzing certain key gears, looking for room for improvement, and adjusting the control parameters to achieve the optimal match between the engine, hydraulic system and working devices . This method has a small sample size and a single working condition, which cannot meet the various complex working conditions that excavators face when working in the field. It often occurs that the gears that are key to debugging are not the gears that users are used to and the efficiency of using the same model of excavator in different regions Big diffe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06Q10/06
CPCG06F2216/03G06Q10/0639G06F16/25
Inventor 岳滨楠罗建华袁爱进
Owner SHANGHAI HUAXING DIGITAL TECH