Skip to content

mirhnius/Optimization-Electricity-Dispatching

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

31 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Optimization_Electricity_Dispatching

This real-world optimization problem of Electric Power Dispatching in Sweden includes the phases of data collection, problem modeling and optimization solution

Electricity is the vital energy source in both industrial production manufacturing and people’s daily lives so the importance of electric power generation and transmission is beyond question. As a link between electric power generation and transmission, electric power dispatching decides the effective and healthy operation of the whole power grid. The automation and intelligence of electric power dispatching is a long time issue concerning power grids deserving thorough research.

  • Data collection

In the first phase, ten cities of Sweden were chosen,then by tracking the power lines passing through these ten cities and locating the power plants that provide electricity to them, the below graph shows cities and their connected power plants assuming that these power plants are only at the service of the Swenden cities (power line routes can be found in openinframap).

  • Problem modeling

The cost of each link in our problem is simplified and considered as the lenght/resistance of each link. image

This table determines lengths and types of each electric powwr transmission line between nodes (cities):

  • Optimization solution

Python (MIP library) is used for implementing the solution. please find the step-by-step description of the code implementation in code.ipynb notebook.

Solution figure legends:
  • The required production capacity of each power plant is shown in #0000ff blue color
  • The transmission power of each line is shown in #c0c0c0 gray color
  • The consumed power of each ecity is shown in #f80400 red color

You could find more detailed information in the Report.pdf file.

About

This real-world optimization problem of Electric Power Dispatching in Sweden includes the phases of data collection, problem modeling and optimization solution

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors