TECHNIQUE FOR OPTIMIZATION OF A SIMPLIFIED NETWORK MODEL

Patent №

US 7,302,372

Granted

2007-11-27

Filed 2003

Owner

HAESTAD METHODS, INC.

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10457120

A method and system for optimization of a simplified engineering model is provided. A software tool efficiently simplifies an engineering model such as a water distribution system and preserves the hydraulic accuracy of the simplified model. The system includes a software program that employs a genetic algorithm to evolve solutions for reinstating the behavior of the original network into a simplified network. The genetic algorithm can be used for identifying the less sensitive hydraulic elements (links and nodes), and removing them or replacing them with the best-fit element parameters produced by the genetic algorithm module of the present invention. A element-by-element skeletonization approach generates the layout of a skeleton network and then identifies potential equivalent elements for replacing series pipes and loops. Yet another alternative includes taking a skeleton network model, and using the techniques of the present invention, optimizes the demand distribution and pipe conductance of the skeletonized model.

AI classification

Planning1.00
Machine learning0.94
Evolutionary computation0.89
AI hardware0.04
Vision0.01
Knowledge representation0.00
Natural language0.00
Speech0.00

Ownership

HAESTAD METHODS, INC.

assignment · 145440746

Assignors

WU, ZHENG Y., HARTELL, WAYNE R., COOK, JACK S., JR., MANKOWSKI, ROBERT F., HERRIN, GREGG A.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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