Looking for breakthrough ideas for innovation challenges? Try Patsnap Eureka!

Method for optimizing gravity flow water conveying pipeline valve closing scheme screening based on genetic algorithm

A water pipeline and genetic algorithm technology is applied in the field of optimizing the selection of valve closing solutions for water supply pipelines. , the effect of significant technical advantages

Pending Publication Date: 2022-01-04
TAIYUAN UNIV OF TECH
View PDF0 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Typical methods of empirical methods such as enumeration method and orthogonal experiment method have limited calculation times and poor representativeness, and it is difficult to obtain the global optimal solution
The algorithm optimization method based on the intelligent optimization algorithm can easily obtain the global optimal solution, but there is no report on the research on selecting the optimal number of stages for the multi-stage valve closing scheme using this method

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 for optimizing gravity flow water conveying pipeline valve closing scheme screening based on genetic algorithm
  • Method for optimizing gravity flow water conveying pipeline valve closing scheme screening based on genetic algorithm
  • Method for optimizing gravity flow water conveying pipeline valve closing scheme screening based on genetic algorithm

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0022] The invention uses genetic algorithm to optimize the valve closing scheme. Genetic algorithm is often used to solve the optimal solution under single factor or multi-factor conditions. Ideas are used in program design, mainly including stages such as selection, crossover, and mutation.

[0023] Related concepts involved in the present invention are as follows:

[0024] Genes and Individuals: A feasible solution to a problem is called an "individual" (also known as a "chromosome"). A feasible solution is generally composed of multiple elements, and each element is called a "gene" on an individual (chromosome). In the present invention, an individual (chromosome) refers to different valve-closing curves, and the inflection point coordinates of the valve-closing curve are used as genes of the individual (chromosome).

[0025] Population: A collection of individuals. In the present invention, population refers to the collection of all valve-closing curves within the same...

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 relates to a method for optimizing gravity flow water conveying pipeline valve closing scheme screening based on a genetic algorithm. The method comprises the steps that a hydraulic transient calculation model of a long-distance gravity flow water conveying pipeline is established; performing optimization design on a valve closing curve and an air valve arrangement scheme based on a genetic algorithm; repeatedly carrying out optimization calculation on the valve closing schemes with different total valve closing time, carrying out statistics on optimization results, and determining the optimal valve closing time; repeatedly performing optimization calculation on the valve closing schemes of different stages based on the optimal valve closing time, counting optimization results, and determining the optimal valve closing curve stage number; the valve closing curve is simplified based on the characteristics of the valve closing curve, and the optimal valve closing scheme of the gravity flow water conveying pipeline is obtained. The screening method for the gravity flow water conveying pipeline valve closing schemes has the advantages of being few in genetic algorithm objective function dimensionality, small in search space, low in optimization calculation complexity and high in calculation success rate, and has wide application prospects in the aspect of determining the long-distance gravity flow water conveying pipeline water hammer protection schemes.

Description

technical field [0001] The application belongs to the technical field of urban water supply system safety and energy saving, and specifically relates to a method for optimizing the selection of water supply pipeline valve closing schemes. Background technique [0002] Long-distance gravity flow water delivery projects are an effective means to solve the problem of uneven spatial distribution of freshwater resources in some areas of my country. However, unreasonable end valve closure schemes are one of the important reasons for water hammer and endanger the safety of water supply systems. Aiming at the optimization problem of valve closing curve in long-distance water transmission projects, there are currently two design methods generally adopted: empirical method and algorithm optimization method. The typical methods of empirical method, such as enumeration method and orthogonal experiment method, have limited calculation times and poor representativeness, and it is difficul...

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): G06F30/20G06K9/62G06N3/12G06Q50/06G06F111/06
CPCG06F30/20G06N3/126G06Q50/06G06F2111/06G06F18/23213
Inventor 李红艳马熠阳崔建国史文韬李尚明张翀
Owner TAIYUAN UNIV OF TECH
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Patsnap Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Patsnap Eureka Blog
Learn More
PatSnap group products