Method and device for predicting fuel consumption of vehicle

A vehicle fuel consumption and fuel consumption technology, applied in the field of transportation, can solve the problem of low accuracy of fuel consumption prediction results

Pending Publication Date: 2021-07-13
深圳市汉德网络科技有限公司
View PDF3 Cites 1 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the purpose of the embodiments of the present disclosure is to provide a method for predicting vehicle fuel consumption, which can accurately predict the short-term fuel consumption of trucks in real time and automatically, greatly improves the accuracy of fuel consumption prediction, and solves the problem of fuel consumption prediction results in the prior art. low accuracy problem

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Method and device for predicting fuel consumption of vehicle
  • Method and device for predicting fuel consumption of vehicle
  • Method and device for predicting fuel consumption of vehicle

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0030] Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. It should be understood, however, that these descriptions are exemplary only, and are not intended to limit the scope of the present disclosure. Also, in the following description, descriptions of well-known structures and techniques are omitted to avoid unnecessarily obscuring the concepts of the present disclosure.

[0031] The terminology used herein is for the purpose of describing particular embodiments only, and is not intended to be limiting of the present disclosure. The words "a", "an" and "the" used herein shall also include the meanings of "plurality" and "multiple", unless the context clearly indicates otherwise. In addition, the terms "comprising", "comprising", etc. used herein indicate the existence of stated features, steps, operations and / or components, but do not exclude the existence or addition of one or more other features, steps, operations or comp...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention provides a method and system for predicting fuel consumption of a vehicle, and the method comprises the steps: obtaining data collected by various sensors, wherein the data comprise a strain sensor signal, an inertial sensor signal and a position signal; generating comprehensive road information according to the data acquired by the various sensors; determining environment information according to the comprehensive road information, and selecting a corresponding elastic network regression model from an elastic network regression model set according to the environment information; inputting the data acquired by the various sensors into an auto-encoder, and extracting feature information; and inputting the feature information into the elastic network regression model to obtain predicted fuel consumption.

Description

technical field [0001] The present disclosure relates to the technical field of transportation, and in particular to a method, device, system, electronic equipment, and computer-readable storage medium for predicting vehicle fuel consumption. Background technique [0002] As we all know, road transport consumes a lot of energy, transport costs are high, and there are inevitably exhaust emissions, causing environmental pollution. In addition to the problem of environmental pollution, it is difficult to control the operating cost of logistics vehicles in my country's logistics industry at this stage. Among them, the fuel consumption of trucks accounts for a large proportion, resulting in high fuel costs and low operating profits of enterprises. [0003] Therefore, there is an urgent need for a method for predicting vehicle fuel consumption, so as to accurately predict vehicle fuel consumption, reasonably plan routes with low fuel consumption, and reduce costs. Contents of th...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06K9/62G06N3/04G06N3/08G01D21/02
CPCG06Q10/04G06N3/08G01D21/02G06N3/045G06F18/23G06F18/241
Inventor 苗少光刘阳王振亚
Owner 深圳市汉德网络科技有限公司
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap