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Description: Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore...
Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin
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Description: Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore...
Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin

Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin

Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin

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Description: Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore...
Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin
Abstract
Jacobs is collaborating with Singapore Public Utilities Board (PUB) to create a digital twin (DT) of Changi Water Reclamation Plant (CWRP). CWRP is currently averaging 920,000 m3/d (243 MGD) of influent flow. In the context of water resource recovery facilities, a digital twin is includes a process model of the facility that automatically takes live data from the facility. The DT being developed for PUB also includes a first-of-its-kind simulation of control systems and liquid hydraulics integrated with process under one platform. The digital twin uses approximately 1200 data tags and includes three primary functionalities. First, comparison between model predictions and measured data highlights area’s for attention by operations and maintenance staff, thus minimizing their efforts. The second use of the calibrated model includes evaluation of various operational scenarios, both operator defined, and fixed. This allows operation staff to better understand the possible impacts of either unexpected or planned outages on the facility. Lastly, the auto-calibrated model will be used to predict the likelihood of future events at the wastewater facility up to 5 days in the future, a “wastewater weather forecast”.
Jacobs is collaborating with Singapore Public Utilities Board (PUB) to create a digital twin (DT) of the 920,000 m3/d (243 MGD) Changi Water Reclamation Plant. The digital twin is a process/hydraulics/control model of the facility which automatically takes live data. The PUB DT uses ≈1200 data tags and includes three functionalities; 1) a comparison between the model and measured data highlights area’s for attention by O&M staff, thus minimizing their efforts. 2) Evaluation of scenarios, which allows operation staff to better understand impacts of outages. 3) The model is used to predict performance up to five days in the future.
SpeakerJohnson, Bruce
Presentation time
11:00:00
11:15:00
Session time
11:00:00
12:30:00
SessionDigital Twins: Trial by Jury
Session number202
TopicFacility Operations and Maintenance, Intelligent Water, Research and Innovation, Resilience, Disaster Planning and Recovery
TopicFacility Operations and Maintenance, Intelligent Water, Research and Innovation, Resilience, Disaster Planning and Recovery
Author(s)
Bruce Johnson
Author(s)B.R. Johnson1; R. Kadiyala2; G. Owens3; Y. Mak4; P. Grace4; C. Newbery4; S. Sing4; A. Saxena4; J. Greene1;
Author affiliation(s)Jacobs, Denver, CO1Jacobs, Oakland, CA2Jacobs, San Antonio, TX3Jacobs, SG4
SourceProceedings of the Water Environment Federation
Document typeConference Paper
PublisherWater Environment Federation
Print publication date Oct 2021
DOI10.2175/193864718825158033
Volume / Issue
Content sourceWEFTEC
Copyright2021
Word count21

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Description: Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore...
Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin
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Description: Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore...
Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin
Abstract
Jacobs is collaborating with Singapore Public Utilities Board (PUB) to create a digital twin (DT) of Changi Water Reclamation Plant (CWRP). CWRP is currently averaging 920,000 m3/d (243 MGD) of influent flow. In the context of water resource recovery facilities, a digital twin is includes a process model of the facility that automatically takes live data from the facility. The DT being developed for PUB also includes a first-of-its-kind simulation of control systems and liquid hydraulics integrated with process under one platform. The digital twin uses approximately 1200 data tags and includes three primary functionalities. First, comparison between model predictions and measured data highlights area’s for attention by operations and maintenance staff, thus minimizing their efforts. The second use of the calibrated model includes evaluation of various operational scenarios, both operator defined, and fixed. This allows operation staff to better understand the possible impacts of either unexpected or planned outages on the facility. Lastly, the auto-calibrated model will be used to predict the likelihood of future events at the wastewater facility up to 5 days in the future, a “wastewater weather forecast”.
Jacobs is collaborating with Singapore Public Utilities Board (PUB) to create a digital twin (DT) of the 920,000 m3/d (243 MGD) Changi Water Reclamation Plant. The digital twin is a process/hydraulics/control model of the facility which automatically takes live data. The PUB DT uses ≈1200 data tags and includes three functionalities; 1) a comparison between the model and measured data highlights area’s for attention by O&M staff, thus minimizing their efforts. 2) Evaluation of scenarios, which allows operation staff to better understand impacts of outages. 3) The model is used to predict performance up to five days in the future.
SpeakerJohnson, Bruce
Presentation time
11:00:00
11:15:00
Session time
11:00:00
12:30:00
SessionDigital Twins: Trial by Jury
Session number202
TopicFacility Operations and Maintenance, Intelligent Water, Research and Innovation, Resilience, Disaster Planning and Recovery
TopicFacility Operations and Maintenance, Intelligent Water, Research and Innovation, Resilience, Disaster Planning and Recovery
Author(s)
Bruce Johnson
Author(s)B.R. Johnson1; R. Kadiyala2; G. Owens3; Y. Mak4; P. Grace4; C. Newbery4; S. Sing4; A. Saxena4; J. Greene1;
Author affiliation(s)Jacobs, Denver, CO1Jacobs, Oakland, CA2Jacobs, San Antonio, TX3Jacobs, SG4
SourceProceedings of the Water Environment Federation
Document typeConference Paper
PublisherWater Environment Federation
Print publication date Oct 2021
DOI10.2175/193864718825158033
Volume / Issue
Content sourceWEFTEC
Copyright2021
Word count21

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Bruce Johnson. Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin. Water Environment Federation, 2021. Web. 16 Jun. 2025. <https://www.accesswater.org?id=-10077819CITANCHOR>.
Bruce Johnson. Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin. Water Environment Federation, 2021. Accessed June 16, 2025. https://www.accesswater.org/?id=-10077819CITANCHOR.
Bruce Johnson
Water Reuse and Recovery Facility Connected Digital Twin Case Study: Singapore PUB’s Changi WRP Process, Control, and Hydraulics Digital Twin
Access Water
Water Environment Federation
October 19, 2021
June 16, 2025
https://www.accesswater.org/?id=-10077819CITANCHOR