Title:

The concept of calculating the water distribution system as a repeatable process with elements of diagnostics using neural modeling

Alternative title:

Koncepcja obliczeń sieci wodociągowej jako procesu powtarzalnego z elementami diagnostyki z wykorzystaniem modelowania neuronowego

Creator:

Dawidowicz, Jacek

Subject:

water distribution system ; hydraulic calculations ; process diagnostics ; evaluation of calculation results ; artificial neural networks

Description:

Calculations of water distribution systems are most often performed many times because the correct solution from a technical point of view is rarely obtained after the first calculation run; hence, we can talk about a multistage calculation process. In connection with this, the calculation process of computer water distribution systems can be additionally supplemented with elements of process diagnostics. Diagnostic activities should be carried out using numerical algorithms, which can be a complement to classical hydraulic calculations of water distribution systems. The condition for reliable functioning of the diagnostic system formulated in this way is the efficient detection of computational irregularities. For this purpose, diagnostic problems were defined for the water pipes and the connection nodes in the water distribution system. The proposed diagnostic tests analyze the calculation results and indicate whether the solution is correct or, if irregularities are detected, suggest a way to solve the problem. Diagnostic tests are carried out using artificial neural networks.

Place of publishing:

Koszalin

Publisher:

Politechnika Koszalińska

Date:

2022

Type:

artykuł w czasopiśmie

Language:

eng

Is part of:

Rocznik Ochrona Środowiska. Vol. 24, s. 493-504

Rights:

Biblioteka Politechniki Koszalińskiej

Access rights:

internet

License:

Creative Commons BY-SA 4.0