drinking water simulator for proactive operation and training

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Drinking Water Simulator for Proactive Operation and Training

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Page 1: Drinking Water Simulator for Proactive Operation and Training

Drinking Water Simulator for

Proactive Operation and Training

Page 2: Drinking Water Simulator for Proactive Operation and Training

to disclose models

Page 3: Drinking Water Simulator for Proactive Operation and Training

Why Waterspot?

Drinking water treatment operation changes from 24/7 shifts…

Page 4: Drinking Water Simulator for Proactive Operation and Training

... to supervisor shifts in office hours…

Why Waterspot?

Page 5: Drinking Water Simulator for Proactive Operation and Training

... opening opportunities for advanced process control…

Picture: Alex van Delft DSM

Why Waterspot?

Page 6: Drinking Water Simulator for Proactive Operation and Training

... and virtual commissioning…

Picture: Alex van Delft DSM

Why Waterspot?

Picture: Siemens

Page 7: Drinking Water Simulator for Proactive Operation and Training

... but resulting in a lack of natural training at the same time.

Picture: Alex van Delft DSM

Why Waterspot?

Page 8: Drinking Water Simulator for Proactive Operation and Training

The need for well-trained supervisors will stay…

Picture: Alex van Delft DSM

Why Waterspot?

Page 9: Drinking Water Simulator for Proactive Operation and Training

… or even increase in the next ten years as a consequence of ageing.

Picture: Alex van Delft DSM

Why Waterspot?

Page 10: Drinking Water Simulator for Proactive Operation and Training

Why Waterspot? Summary

Offline• Training and testing of operation supervisors in company look & feel• Model-based process (control) optimisation• Open the use of process models to a wider group• Virtual commissioning of software updates

Online• Advanced process-control to delay investments in production

capacity, and to obtain a more stable water quality• Alerts on malfunctioning online measurements

Page 11: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the project

Started on the foundations of the

Promocit project (development of

Stimela water quality models)

Co-funded by Dutch Ministiry of

Economic affairs

Page 12: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the project

Nine partners of which four Dutch water supply companies

Page 13: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the product

Page 14: Drinking Water Simulator for Proactive Operation and Training

Waterspot

Article 1. Software layout

Article 2. Hydraulic model for Harderbroek

Article 3. Integration of a hydraulic model and a process model for

Wim Mensink

Page 15: Drinking Water Simulator for Proactive Operation and Training

Waterspot: software layout

Software layout

OPC

Emulator

OPC-DA

Virtual plant

OPC-DA

Trainee UI

Historian

OPC-HDA

Virtual

Field

Optimisationmodule

OPC-DA

PA system

Field I/O

OPC-DA

Water qualitymodel

OPC-DA OPC-DA

OPC

Trainer UI

Hydraulicmodel

Controlmodel

Simulator engine

Page 16: Drinking Water Simulator for Proactive Operation and Training

A drinking water treatment plant simulator that connects:• Models for water quality• Models for water quantity• Control model• Object model

Waterspot: software layout

Page 17: Drinking Water Simulator for Proactive Operation and Training

Models for water quality, Stimela

Waterspot: software layout

Page 18: Drinking Water Simulator for Proactive Operation and Training

Models for water quantity, EPAnet

Waterspot: software layout

Page 19: Drinking Water Simulator for Proactive Operation and Training

Control model, USE

Waterspot: software layout

Page 20: Drinking Water Simulator for Proactive Operation and Training

Object model, USE

Waterspot: software layout

Page 21: Drinking Water Simulator for Proactive Operation and Training

EPANET elements

Library

Waterspot: hydraulic model Harderbroek

Page 22: Drinking Water Simulator for Proactive Operation and Training

Model definition

Waterspot: hydraulic model Harderbroek

Reference level

Represented by PSV

Represented by GPV

Page 23: Drinking Water Simulator for Proactive Operation and Training

Calibration: current frequency to control effluent pumps’ speeds

Waterspot: hydraulic model Harderbroek

150

200

250

150 200 250

Measured flow [m³/h]

Cal

cula

ted

flo

w [

m³/

h] Min day

Average day

Max day

During f ilterbackw ash

Mean absolute error: 4.7%

100

200

300

100 200 300

Measured flow [m³/h]

Cal

cula

ted

flo

w [

m³/

h] Min day

Average day

Max day

During f ilterbackw ash

Mean absolute error: 2.6%

Page 24: Drinking Water Simulator for Proactive Operation and Training

Validation, wells

Waterspot: hydraulic model Harderbroek

0

100

200

0 100 200

Measured flow [m³/h]

Cal

cula

ted

flo

w [

m³/

h] Min day

Average day

Max day

During f ilterbackw ash

Mean absolute error: 3.6%

Page 25: Drinking Water Simulator for Proactive Operation and Training

Validation, cascade aerators

Waterspot: hydraulic model Harderbroek

200

300

400

200 300 400

Measured flow [m³/h]

Cal

cula

ted

flo

w [

m³/

h] Min day

Average day

Max day

During f ilterbackw ash

Mean absolute error: 2.4%

Page 26: Drinking Water Simulator for Proactive Operation and Training

Validation, influent rapid sand filters

Waterspot: hydraulic model Harderbroek

200

300

400

200 300 400

Measured flow [m³/h]

Cal

cula

ted

flo

w [

m³/

h] Min day

Average day

Max day

During f ilterbackw ash

Mean absolute error: 2.4%

Page 27: Drinking Water Simulator for Proactive Operation and Training

Case: pump speeds during filter backwash

Waterspot: hydraulic model Harderbroek

Page 28: Drinking Water Simulator for Proactive Operation and Training

Validated EPAnet model

Waterspot: hydraulic model + process model Wim Mensink

Page 29: Drinking Water Simulator for Proactive Operation and Training

Stimela model for Mensink has been set up.

Waterspot: hydraulic model + process model Wim Mensink

Page 30: Drinking Water Simulator for Proactive Operation and Training

Work in progress:• Calibration and validation Stimela model• Connect EPAnet and Stimela with in Waterspot• Simulate hydraulic operation of Mensink

Waterspot: hydraulic model + process model Wim Mensink

Page 31: Drinking Water Simulator for Proactive Operation and Training

Waterspot: background information

www.waterspot.nl

Page 32: Drinking Water Simulator for Proactive Operation and Training
Page 33: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the product

Page 34: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the product

Page 35: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the product

Page 36: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the product

Page 37: Drinking Water Simulator for Proactive Operation and Training

Waterspot: the product