Eureka AIR delivers breakthrough ideas for toughest innovation challenges, trusted by R&D personnel around the world.

Method and system for power generation and voyage optimization of mobile energy network influenced by wind resources

An optimization method and wind resource technology, applied in neural learning methods, design optimization/simulation, biological neural network models, etc., can solve problems such as neglect and achieve good ship energy management effects

Active Publication Date: 2022-07-15
SHANGHAI JIAOTONG UNIV
View PDF6 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Although some studies have proposed the joint optimization method of power generation and voyage of mobile energy network, they have ignored the influence of wind speed along the route on the actual speed of the ship when the ship is cruising at sea.

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 system for power generation and voyage optimization of mobile energy network influenced by wind resources
  • Method and system for power generation and voyage optimization of mobile energy network influenced by wind resources
  • Method and system for power generation and voyage optimization of mobile energy network influenced by wind resources

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0049] The present invention will be described in detail below with reference to specific embodiments. The following examples will help those skilled in the art to further understand the present invention, but do not limit the present invention in any form. It should be noted that, for those skilled in the art, several changes and improvements can be made without departing from the inventive concept. These all belong to the protection scope of the present invention.

[0050]The invention aims to solve the deficiency of the problem of joint optimization of power generation and voyage in the existing mobile energy network. Therefore, the purpose of the present invention is to provide a method and system for power generation and voyage optimization of a mobile energy network influenced by wind resources, in order to achieve a better energy management level and make the proposed scheme more in line with the actual sailing of ships.

[0051] The program has the following characte...

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 for power generation and voyage optimization of a mobile energy network influenced by wind resources, including: selecting four characteristics of wind speed, temperature, air pressure and cloud cover as the data input for prediction; Training set and test set; normalize the sample data. Based on the data-driven mobile energy network power generation and voyage joint optimization method, the present invention takes the influence of the offshore wind speed on the speed of the all-electric ship into account, and can more effectively adjust the actual ship speed and achieve better ship energy management; The operation cost objective function is optimized, and the operation cost of energy storage is taken into account, which is more in line with the actual operation scenario; through the piecewise linearization method, the optimization model is converted into a mixed integer linear programming model, which solves the problem that mixed integer nonlinear programming is difficult to solve. problem; not limited to all-electric ship power systems, but can also be used in mobile energy networks such as land electric vehicles.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence and ship power system operation, in particular, to a method and system for power generation and voyage optimization of a mobile energy network influenced by wind resources. Background technique [0002] In recent years, under the general trend of green and low-carbon development, as a typical mobile energy network, the pollution emissions and low energy efficiency of all-electric ships have become the focus of attention of various countries. How to effectively manage the energy of the mobile energy network and optimize the control of ships Operating costs and reducing the level of greenhouse gas emissions have become urgent problems to be solved. [0003] At present, the energy management of mobile energy networks represented by the all-electric ship power system is mostly based on on-board energy storage or new energy power generation technology, focusing on the optimization 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 Patents(China)
IPC IPC(8): G06F30/27G06K9/62G06N3/04G06N3/08G06Q10/04G06Q50/06G06F111/04
CPCG06F30/27G06Q10/04G06Q50/06G06N3/08G06F2111/04G06N3/044G06F18/214
Inventor 文书礼林安妮朱淼顾明昌徐莉婷
Owner SHANGHAI JIAOTONG UNIV
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
Eureka Blog
Learn More
PatSnap group products

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

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap|About US| Contact US: help@patsnap.com