Consistent maximum entropy representations of pipe flow networks
- The maximum entropy method is used to predict flows on water distribution networks. This analysis extends the water distribution network formulation of Waldrip et al. (2016) Journal of Hydraulic Engineering (ASCE), by the use of a continuous relative entropy defined on a reduced parameter set. This reduction in the parameters that the entropy is defined over ensures consistency between different representations of the same network. The performance of the proposed reduced parameter method is demonstrated with a one-loop network case study.
| Author details: | Steven H. Waldrip, Robert K. NivenORCiD, Markus AbelORCiDGND, Michael Schlegel |
|---|---|
| DOI: | https://doi.org/10.1063/1.4985365 |
| ISBN: | 978-0-7354-1527-0 |
| ISSN: | 0094-243X |
| Title of parent work (English): | AIP conference proceedings |
| Publisher: | American Institute of Physics |
| Place of publishing: | Melville |
| Publication type: | Other |
| Language: | English |
| Date of first publication: | 2017/06/09 |
| Publication year: | 2017 |
| Release date: | 2022/09/08 |
| Volume: | 1853 |
| Issue: | 1 |
| Organizational units: | Mathematisch-Naturwissenschaftliche Fakultät / Institut für Physik und Astronomie |
| DDC classification: | 5 Naturwissenschaften und Mathematik / 53 Physik / 530 Physik |
| Peer review: | Referiert |
