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

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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 -
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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

Gerald Robinson

LBNL

Linqing Luo

LBNL

Shankar Earni

LBNL

Kenichi Soga

University of California Berkeley

Mathew DeJong

University of California Berkeley

DOE Project Details

Project Name White Papers on Ideas to Advance Energy-Water Resilience

Project Lead

Project Number WP-008

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