Systems


Simulation

Simulation is a way of playing with a software model. This can be a model for one compressor, but also for a complex gas network. A simulation program has to solve complicated mathematical equations, describing the movement of the gas in the network under the given physical and technical conditions. It also has to take into account the conditions of the sales contracts. 

Simulation is done by periodically changing the conditions of the network. The model calculates what consequences this has for the technical and financial results. This way you can predict what the results of the network will be under given conditions.  
 

Optimization

A simulation just brings a solution, that either is feasible or not. By itself it does not make any decision and it doesn’t search for a better, or more feasible, solution.
An optimization determines fully automated the best solution after chosen criteria.


Optimization programs

The main elements for optimizing are Dynamic Programming, NLP, MINLP, Graph theory, Search Algorithm and Linearization, followed by the use of Linear Programming.

Dynamic Programming works well in single chain pipe lines, but not in a more complex network. Some efforts were done to improve DP, but this wasn’t successful.

Linear Programming was used in Germany and Holland and forms the base of the Russian Program ASTRA. The selected method makes these programs not very precise. 
 
The situation for our optimization software you can see on the page  products/optimizer