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A Network Model for the Utility Domain

Published: 07 November 2017 Publication History

Abstract

The existing network models in geographic information systems that are used to support the utility domain (e.g., water, wastewater, sewer, gas, electric, and telecommunications) have limitations and constraints that restrict the ability of these utility companies to effectively and accurately model the rapidly increasing complexity and sophistication of their networks. This is caused by the fact that utility domain places a very different set of requirements on a network model and the associated analytic operations compared to those, commonly found in transportation and social networks. Although many utilities have succeeded in implementing production systems on top of simple graph models, the solutions have often involved either having to author considerable amounts of custom application code to go with the model (an expensive and cumbersome proposition), or modifying their workflows in order to compensate for the limitations of the underlying graph model. This paper introduces a new utility-centric graph information model that is designed to directly support the complex modeling of utility infrastructures. The model is focused on supporting additional requirements for improved performance and scalability (by optimized data storage layouts), efficiency and productivity (by modeling of real-world concepts like devices with multiple terminals, inside-plant, etc.), data quality (by enforcing a business rule-based framework which prevents bad data from entering the system), real-time data acquisition (by supporting for field-based telemetry such as Advanced Meter Infrastructure -- AMI, and Supervisory Control

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Cited By

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  • (2025)Review and assessment of 3D spatial data models for managing underground utility networksTunnelling and Underground Space Technology10.1016/j.tust.2024.106219157(106219)Online publication date: Mar-2025
  • (2021)Attribute Propagation for UtilitiesProceedings of the 17th International Symposium on Spatial and Temporal Databases10.1145/3469830.3470907(141-151)Online publication date: 23-Aug-2021
  • (2021)Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management SystemsACM Transactions on Spatial Algorithms and Systems10.1145/34509457:3(1-39)Online publication date: 16-Jun-2021
  • Show More Cited By

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  1. A Network Model for the Utility Domain

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    cover image ACM Conferences
    SIGSPATIAL '17: Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
    November 2017
    677 pages
    ISBN:9781450354905
    DOI:10.1145/3139958
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 07 November 2017

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    Author Tags

    1. GIS
    2. Utility networks
    3. network models
    4. transaction models

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    SIGSPATIAL '17 Paper Acceptance Rate 39 of 193 submissions, 20%;
    Overall Acceptance Rate 257 of 1,238 submissions, 21%

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    Cited By

    View all
    • (2025)Review and assessment of 3D spatial data models for managing underground utility networksTunnelling and Underground Space Technology10.1016/j.tust.2024.106219157(106219)Online publication date: Mar-2025
    • (2021)Attribute Propagation for UtilitiesProceedings of the 17th International Symposium on Spatial and Temporal Databases10.1145/3469830.3470907(141-151)Online publication date: 23-Aug-2021
    • (2021)Riso-Tree: An Efficient and Scalable Index for Spatial Entities in Graph Database Management SystemsACM Transactions on Spatial Algorithms and Systems10.1145/34509457:3(1-39)Online publication date: 16-Jun-2021
    • (2020)Spatial data systems support for the internet of thingsSIGSPATIAL Special10.1145/3431843.343185012:2(42-47)Online publication date: 26-Oct-2020
    • (2019)A Hybrid Framework for High-Performance Modeling of Three-Dimensional Pipe NetworksISPRS International Journal of Geo-Information10.3390/ijgi81004418:10(441)Online publication date: 8-Oct-2019
    • (2019)ACM SIGSPATIAL cup 2018 - identifying upstream features in large spatial networksSIGSPATIAL Special10.1145/3355491.335549811:1(32-35)Online publication date: 5-Aug-2019
    • (2019)A spatially-pruned vertex expansion operator in the Neo4j graph database systemGeoinformatica10.1007/s10707-019-00361-223:3(397-423)Online publication date: 1-Jul-2019
    • (2018)Fast analysis of upstream features on spatial networks (GIS cup)Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems10.1145/3274895.3276474(622-625)Online publication date: 6-Nov-2018
    • (2018)A generic database indexing framework for large-scale geographic knowledge graphsProceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems10.1145/3274895.3274966(289-298)Online publication date: 6-Nov-2018
    • (2018)A trace framework for analyzing utility networksProceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems10.1145/3274895.3274899(249-258)Online publication date: 6-Nov-2018

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