Sensor Enabled Cured-in-Place (CIPP) Liners: Cutting Leaks Today, Powering Digital Twins and Real-Time Detection for Tomorrow's Resilient Intelligent Water Distribution Systems
Municipal water accounts for roughly 12% of total consumption in the United States (EPA and AWWA averages), yet an estimated 14% of this treated supply is lost through distribution line leaks (AWWA national average). Because municipal water carries significant embedded energy and costly treatment chemicals, reducing leakage offers a substantial opportunity to cut operational costs. The financial and operational savings can be even greater in cities with aging infrastructure - such as Philadelphia, where losses reach 24% - or in systems using energy-intensive processes like reverse osmosis, which can require up to ten times more energy than conventional treatment.
Developing and independently validating non-destructive, low-cost trenchless technologies for installing pipe lining systems is critical to addressing the rising leak rates in aging water distribution networks. While certain cured-in-place pipe (CIPP) liners have met standards for potable water use (e.g., NSF/ANSI 61 and others), many municipalities remain cautious due to concerns about potential chemical leachate, biological growth, and the pressure-rating capabilities of commercially available materials. Targeted research is needed to advance CIPP liner technology specifically engineered for potable water distribution, ensuring safety, durability, and long-term performance.
Beyond leak mitigation, modern liner systems present an opportunity to integrate sensor technology directly into existing pipelines?transforming them into distribution networks supported by sensing technologies. These embedded sensing systems can feed data into digital twin models, enabling real?time leak detection, pipe location, and comprehensive structural health monitoring.
Citation Formats
TY - DATA
AB - Municipal water accounts for roughly 12% of total consumption in the United States (EPA and AWWA averages), yet an estimated 14% of this treated supply is lost through distribution line leaks (AWWA national average). Because municipal water carries significant embedded energy and costly treatment chemicals, reducing leakage offers a substantial opportunity to cut operational costs. The financial and operational savings can be even greater in cities with aging infrastructure - such as Philadelphia, where losses reach 24% - or in systems using energy-intensive processes like reverse osmosis, which can require up to ten times more energy than conventional treatment.
Developing and independently validating non-destructive, low-cost trenchless technologies for installing pipe lining systems is critical to addressing the rising leak rates in aging water distribution networks. While certain cured-in-place pipe (CIPP) liners have met standards for potable water use (e.g., NSF/ANSI 61 and others), many municipalities remain cautious due to concerns about potential chemical leachate, biological growth, and the pressure-rating capabilities of commercially available materials. Targeted research is needed to advance CIPP liner technology specifically engineered for potable water distribution, ensuring safety, durability, and long-term performance.
Beyond leak mitigation, modern liner systems present an opportunity to integrate sensor technology directly into existing pipelines?transforming them into distribution networks supported by sensing technologies. These embedded sensing systems can feed data into digital twin models, enabling real?time leak detection, pipe location, and comprehensive structural health monitoring.
AU - Robinson, Gerald
A2 - Luo, Linqing
A3 - Earni, Shankar
A4 - Soga, Kenichi
A5 - DeJong, Mathew
DB - Energy-Water Resilience
DP - Open EI | National Laboratory of the Rockies
DO -
KW - Municipal water distribution systems
KW - aging infrastructure
KW - leaks
KW - water and treatment chemical loss
KW - cost reduction
KW - sensing technology
KW - real-time health monitoring
KW - digital twins
KW - CIPP
KW - sensor enabled cured-in-place liners
KW - municipal water
KW - leakage
KW - costs
KW - trenchless
KW - pipe lining system
KW - water distribution
LA - English
DA - 2026/01/15
PY - 2026
PB - LBNL
T1 - Sensor Enabled Cured-in-Place (CIPP) Liners: Cutting Leaks Today, Powering Digital Twins and Real-Time Detection for Tomorrow's Resilient Intelligent Water Distribution Systems
UR - https://ewr.openei.org/submissions/8
ER -
Robinson, Gerald, et al. Sensor Enabled Cured-in-Place (CIPP) Liners: Cutting Leaks Today, Powering Digital Twins and Real-Time Detection for Tomorrow's Resilient Intelligent Water Distribution Systems. LBNL, 15 January, 2026, Energy-Water Resilience. https://ewr.openei.org/submissions/8.
Robinson, G., Luo, L., Earni, S., Soga, K., & DeJong, M. (2026). Sensor Enabled Cured-in-Place (CIPP) Liners: Cutting Leaks Today, Powering Digital Twins and Real-Time Detection for Tomorrow's Resilient Intelligent Water Distribution Systems. [Data set]. Energy-Water Resilience. LBNL. https://ewr.openei.org/submissions/8
Robinson, Gerald, Linqing Luo, Shankar Earni, Kenichi Soga, and Mathew DeJong. Sensor Enabled Cured-in-Place (CIPP) Liners: Cutting Leaks Today, Powering Digital Twins and Real-Time Detection for Tomorrow's Resilient Intelligent Water Distribution Systems. LBNL, January, 15, 2026. Distributed by Energy-Water Resilience. https://ewr.openei.org/submissions/8
@misc{EWR_Dataset_8,
title = {Sensor Enabled Cured-in-Place (CIPP) Liners: Cutting Leaks Today, Powering Digital Twins and Real-Time Detection for Tomorrow's Resilient Intelligent Water Distribution Systems},
author = {Robinson, Gerald and Luo, Linqing and Earni, Shankar and Soga, Kenichi and DeJong, Mathew},
abstractNote = {Municipal water accounts for roughly 12\% of total consumption in the United States (EPA and AWWA averages), yet an estimated 14\% of this treated supply is lost through distribution line leaks (AWWA national average). Because municipal water carries significant embedded energy and costly treatment chemicals, reducing leakage offers a substantial opportunity to cut operational costs. The financial and operational savings can be even greater in cities with aging infrastructure - such as Philadelphia, where losses reach 24\% - or in systems using energy-intensive processes like reverse osmosis, which can require up to ten times more energy than conventional treatment.
Developing and independently validating non-destructive, low-cost trenchless technologies for installing pipe lining systems is critical to addressing the rising leak rates in aging water distribution networks. While certain cured-in-place pipe (CIPP) liners have met standards for potable water use (e.g., NSF/ANSI 61 and others), many municipalities remain cautious due to concerns about potential chemical leachate, biological growth, and the pressure-rating capabilities of commercially available materials. Targeted research is needed to advance CIPP liner technology specifically engineered for potable water distribution, ensuring safety, durability, and long-term performance.
Beyond leak mitigation, modern liner systems present an opportunity to integrate sensor technology directly into existing pipelines?transforming them into distribution networks supported by sensing technologies. These embedded sensing systems can feed data into digital twin models, enabling real?time leak detection, pipe location, and comprehensive structural health monitoring.
},
url = {https://ewr.openei.org/submissions/8},
year = {2026},
howpublished = {Energy-Water Resilience, LBNL, https://ewr.openei.org/submissions/8},
note = {Accessed: 2026-06-10}
}
Details
Data from Jan 15, 2026
Last updated Jan 15, 2026
Submitted Jan 15, 2026
Contact
Gerald Robinson
Authors
Keywords
Municipal water distribution systems, aging infrastructure, leaks, water and treatment chemical loss, cost reduction, sensing technology, real-time health monitoring, digital twins, CIPP, sensor enabled cured-in-place liners, municipal water, leakage, costs, trenchless, pipe lining system, water distributionDOE Project Details
Project Name White Papers on Ideas to Advance Energy-Water Resilience
Project Lead
Project Number WP-008
