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Prediction of Reliability for Water Distribution System Using ANN and Benchmark Table (Record no. 132533)

MARC details
000 -LEADER
fixed length control field 01695nam a22001337a 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 250822b |||||||| |||| 00| 0 eng d
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Suja S. Nair
245 ## - TITLE STATEMENT
Title Prediction of Reliability for Water Distribution System Using ANN and Benchmark Table
300 ## - PHYSICAL DESCRIPTION
Extent p649–664
520 ## - SUMMARY, ETC.
Summary, etc. biblio.abstract This study employs artificial neural networks (ANN) and benchmark tables to forecast the water distribution system reliability in the Panchayats of Elamkunnapuzha, Njarakkal, and Nayarambalam (Zone IIB) in Cochin, Kerala. The research uses water usage data collected from 90 Kerala Water Authority (KWA) customers over 7 months (December 2022 to June 2023). A questionnaire-based survey was conducted with these customers to gather insights on the network's performance, validating the accuracy of the predictions generated by the ANN model. The study identifies several factors impacting the performance of the water distribution network, including system capacity, seasonal fluctuations, and customer usage patterns. The ANN model is employed to predict water demand from 2024 to 2034, assessing the reliability of the gridiron network in meeting future demands. The results of this study provide valuable insights into the functionality of the current network and highlight necessary adjustments to ensure continued reliability in the face of growing water demand in the region.
654 ## - SUBJECT ADDED ENTRY--FACETED TOPICAL TERMS
Subject <a href="Building Information Modeling ">Building Information Modeling </a>
-- <a href="Chemical Process Reliability ">Chemical Process Reliability </a>
-- <a href="Drought ">Drought </a>
-- <a href="Smart Infrastructure ">Smart Infrastructure </a>
-- <a href="Water Industry and Water Technology ">Water Industry and Water Technology </a>
-- <a href="Water Policy">Water Policy</a>
773 0# - HOST ITEM ENTRY
Host Biblionumber 80299
Host Itemnumber 113445
Place, publisher, and date of publication Germany Springer Nature India Private limited
Title Journal of the Institution of engineers (India): series A
International Standard Serial Number 2250-2149
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Journal Article
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Location (home branch) Sublocation or collection (holding branch) Date acquired Koha issues (times borrowed) Piece designation (barcode) Koha date last seen Price effective from Koha item type
    Dewey Decimal Classification     SNDT Juhu SNDT Juhu 22/08/2025   JP867.24 22/08/2025 22/08/2025 Journal Article