Saving Water through Optimal Energy and Leakage Management in Water Distribution Systems
Submitting Institution
De Montfort UniversityUnit of Assessment
General EngineeringSummary Impact Type
EnvironmentalResearch Subject Area(s)
Mathematical Sciences: Applied Mathematics, Numerical and Computational Mathematics
Information and Computing Sciences: Computation Theory and Mathematics
Summary of the impact
Water distribution systems (WDS) are highly complex, spatially
distributed networks comprising thousands of different components which
deliver drinking water to customers. The impact described here has been
achieved in areas of energy management, pressure control and burst
detection in WDS. Some developed solutions, such as the model reduction
method, model of pump stations and pressure control algorithms, have been
widely accepted by the water research community and then filter down to
industrial applications or implemented in a widely available shareware.
Direct economical and environmental impacts have been achieved by projects
for the UK companies with measurable benefits in pounds through reducing
water losses and energy consumption as described in Section 4. These
include South Staffordshire Water, Aquavent and Scottish Water in the
pressure control area and Affinity Water (former Veolia) in the energy
management and burst detection areas.
Underpinning research
Bogumil Ulanicki joined the institution as a Research Assistant in 1987
and has progressed through the ranks, being appointed Professor of
Engineering Systems in 2007. He is Head of Centre for Engineering Science
and Advanced Systems (CESAS) and the Water Software Systems (WSS) research
group.
The model reduction algorithm was first developed at De Montfort
University (DMU) between 1993 and 1995 by Ulanicki, in collaboration with
Prof Martinez from University of Valencia (who was visiting DMU at the
time). The method was based on the variable elimination concept and was
very efficient and robust when compared to other available methods based
on optimisation techniques. This phase of the research was funded by DMU
and led on to the projects described below. (The method was first
presented at the Hydroinformatics conference in Zurich in 1996 but due to
the commercial sensitivity of this research, full journal publication of
the method was delayed and appeared in 2012[1].)
The model reduction method facilitated solving many optimisation problems
for WDS, including pump scheduling and pressure control. As part of the
WaterCIME project (project no 8399, 1994-1997, funded by the EU's ESPRIT
III programme) Ulanicki developed a general optimal scheduling algorithm
[2]. This was distinct from other algorithms at that time, which were
crafted for particular distribution systems. The general optimal
scheduling algorithm was subsequently enhanced during EPSRC grant
"Efficient Energy Management for Water Distribution Systems and Treatment
Processes" (GR/N26005, 2000-04, PI Ulanicki). Traditional nonlinear
programming was replaced by a dynamic optimisation algorithm [4]. The
algorithm was implemented by Jens Kahler, a research fellow working on the
grant. The dynamic optimisation algorithm performs a search in a reduced
space, which significantly reduces the calculation time and makes the
algorithm much more suitable for real time applications. Another result of
the GR/N26005 project was a new pump station model which removed numerical
singularities from the optimisation problems [5]. Two approaches for pump
modelling were considered: in the first approach, the power characteristic
was evaluated from hydraulic and efficiency curves; in the second
approach, the mechanical power was approximated directly by a cubic
polynomial and scaled by pump speed and number of pumps. In both cases,
the obtained power curves are well suited for use in simulation and
optimization software.
Reducing water losses (leakage) in WDS was another important focus of the
WSS research. Leakage reduction can be achieved by a co-ordinated action
of pressure control and burst detection. Ulanicki investigated pressure
control in the "Optimised Pressure Control for Networks with Multiple
Pressure Reducing Valves Inputs" project (EPSRC, GR/M67360, 1999-2002, PI
Ulanicki). Solutions were provided for district metering areas (DMA) with
many inlets in the form of time or flow modulation strategies [3]. Even
with the pressure controls in place, bursts still happen and need to be
located and repaired quickly. A burst detection method was developed in
the "Reduction of Water Losses and Energy Consumption Using an Effective
Process for Burst Detection" project (EPSRC/STI, GR/S25715/01, 2003-2005,
PI Ulanicki). As a result of collaboration between Ulanicki and John May
(an independent consultant, later Aquavent), an active burst
identification experiment, e-FAVOR, was developed.
These four methodologies (network model reduction, pump scheduling,
pressure control and burst detection) were developed further as a part of
the EPSRC "Neptune" project (EP/E003192/1, 2007-2010) — a strategic
partnership of six leading UK universities [Cambridge, DMU, Exeter,
Imperial College, Sheffield and Leicester and three industrial partners
Yorkshire Water, United Utilities and ABB Ltd]. Ulanicki led one of the
three Research Priority Areas — the Integration of Pressure and Energy
Management with Leakage Reduction. An online version of the model
reduction method was implemented including a new feature of network nodes
re-ordering which accelerated the calculations by several orders of
magnitude [1]. Hossam AbdelMeguid employed by DMU as a RA on this project,
investigated an alternative approach to pump control based on feedback
rules which depend on reservoir levels and electrical tariffs. The
pressure control research initiated in GR/S14382 was extended during
Neptune to include dynamic pressure transient aspects. A number of novel
control algorithms and controllers were investigated, including one built
by Aquavent (a company associated with the project) [6]. The burst
detection method was enhanced by introducing a new indicator of bursts: a
difference of head loss between the monitored nodes. This indicator
removed errors caused by inaccurate elevation information and logger
offsets.
References to the research
All peer reviewed:
*[1] Martinez Alzamora F., Ulanicki B & Salomons E. (2012). A fast
and practical method for model reduction of large scale water distribution
networks, Journal of Water Resources Planning and Management, DOI
10.1061/(ASCE)WR.1943-5452.0000333.
[2] Ulanicki B., Bounds PLM & Rance J.P. (1999). Using a GAMS
Modelling Environment to Solve Network Scheduling Problems, Measurements
and Control, Vol 32, No 4, pp 110-115.
[3] Ulanicki B., Bounds PLM, Rance J.P. & Reynolds L (2000). Open
Loop and Closed Loop Pressure Control for Leakage Reduction, Urban Water
Journal, Vol 2, No 2, pp 105-114.
*[4] Ulanicki, B., Kahler, J. and See, H. (2007). Dynamic Optimization
Approach for Solving an Optimal Scheduling Problem in Water Distribution
Systems. ASCE Journal of Water Resources Planning and Management, Vol 133,
No 1, pp 23-32.
*[5] Ulanicki B, Kahler J & Coulbeck B (2008). Modelling the
Efficiency and Power Characteristics of a Pump Group, J Water Resources
Planning and Management, Vol 134, No 1, pp 88-93, DOI
10.1061/(ASCE)0733-9496(2008)134:1(88).
[6] AbdelMeguid H, Skworcow P & Ulanicki B (2011). Mathematical
modelling of a hydraulic controller for PRV flow modulation, Journal of
Hydroinformatics, Vol 13, No 3, pp 374-389, DOI 10.2166/hydro.2011.024.
Details of the impact
The model reduction algorithm (described in section 2) reduced the
simulation time of water distribution network models by several orders of
magnitude and has been used by various companies including OptiWater in
Israel [i1], who routinely use the algorithm in their projects.
The new pump models described in section 2 generated significant interest
from the water community and have been adopted for implementation in the
new version of Epanet — Epanet 3 [i2]. Epanet software is free to download
and is currently the most extensively used water distribution system
modelling software across the world.
The findings of the EPSRC grant GR/M67360 were implemented by South
Staffordshire Water Company, with support from the EPSRC RAIS grant
(GR/S14382, 2002-2003). This led to the introduction of pressure control
still in use today [i3]. The benefits of pressure control include: reduced
unwanted consumption; reduced flow from leaks; fewer bursts; and fewer
customer complaints. It is estimated that the introduction of pressure
control by South Staffordshire Water corresponds to both a 20% reduction
in water loss from leak flow (which equates to savings of ca
£7,000 per annum per metering area where the system is implemented) and
100 fewer bursts in a year (leading to a total saving to the company of
£0.5 million in the relevant DMAs). The estimates are based on the Allen
Lambert report (2012) for IWA Water Loss Specialist Group.
The controller developed with Aquavent (a part of the MIDAS company) and
modelled and tested in the Neptune project has subsequently been installed
at six sites by Aquavent, with each installation reducing losses from
background leaks by 20%. This approach simultaneously reduces the number
of bursts and automatically adjusts the pressure to meet current water
demands, thereby leading to greater cost savings for the water company.
The controller has recently been installed (2012) at Addenbrookes
Cambridge University Hospital, Royal United Hospital Bath NHS Trust and
HMS Drake Fleet Maintenance Base, Davenport [i4], leading again to
reduction of leaks by 20% and an anticipated cost saving of £50,000 per
annum in each institution (assuming an average consumption of 300 m3
per day and the water price of £2 per m3).
In May 2013, Prof Ulanicki was commissioned by Scottish Water to provide
consultancy and assess the major pressure control scheme in Edinburgh, to
resolve instability issues occurring in some specific conditions [i5], the
project was completed in July 2013. Prof. Ulanicki diagnosed precisely the
cause of the instability and provided a general answer to the question
which had puzzled water engineers for years — why PRVs tend to oscillate
at low flows. Each instability incident causes multiple bursts, resulting
in a loss of tens of thousands of pounds. The findings are now being
implemented in practice.
The burst detection method, based on the e-FAVOR active identification
experiment and the new burst indicator developed by the EPSRC Neptune
project, has been adopted by Affinity Water ("the largest water-only
supplier in the UK" https://stakeholder.affinitywater.co.uk/about-us.aspx,
accessed 25/07/13) as standard practice for bursts detection since 2010
under the coded name, PlaN [i6]. The impacts derive from the shorter
duration of the unreported bursts. The implemented systematic method
allows the company to perform more inspections per year in each DMA and
identifies bursts faster during the inspection. In financial terms it will
reduce water losses by 400m3 per burst. With 90 bursts per year
it brings £72k/year savings (based on Lambert et al. report, Financial
Times, 1998).
Sources to corroborate the impact
[i1] In a written testimonial, a consultant from OptiWater, Haifa, Israel
stated: "As a water resources consultant engineering, with over 15
years of experience, one of my main working tool is a hydraulic model.
Most of the water distribution systems are large and complex making
their models difficult to work with and, for some uses, these large
models, requires comprehensive computational resources. Our work1,
which extend previous work by Prof. Alzamora and Prof. Ulanicki provided
a practical method to reduce and simplify large water network models.
This method has been used on a number of real-world projects in number
of fields: online network operations, water security, sensor placement
and more."
[i2] In a written testimonial, a scientist from the Environmental
Protection Agency, US, stated: "I am writing to confirm that we intend
to use the results published in your paper "Modeling the efficiency and
power characteristics of a pump group" (Ulanicki, B. et al. (2008),
JWRPM, 134 (1) pp. 88-93) in the next version of the EPANET program. As
you know, EPANET is used throughout the world for modeling the
hydraulics and water quality behavior of water distribution systems. The
elegant approach you presented in the paper for computing the power
consumption of both fixed and variable speed pumps will allow EPANET to
more accurately handle this type of calculation."
More information about Epanet 3 can be seen on the blog www.water-
simulation.com/wsp/2010/09/21/epanet-3 (accessed 17/09/13), which
includes the following comments (taken from a sample of 27 similar
notices) to illustrate how widely the software is used:
- EPANET had been a great tool to design aqueducts in Guatemala and God
had blessed us with the no cost of this program against the excessive
price of similar programs in the market.
- EPANET has been used to design hundreds of rural and urban water
supply schemes in Sri Lanka for the last 13 years. The free software
helped many engineers and university students to learn network analysis
- Epanet is widely used in my country Venezuela
[i3] In a written testimonial, a Network Director form South
Staffordshire Water has recently confirmed that: "During Simon's
secondment to South Staffs Water a significant amount of investigation,
analysis and follow on work was undertaken to understand the way the
Company's water supply pipe network responded to different forms and
degrees of pressure control, with the overall aim of improving leakage
management and customer service. ...This work was a great success and
set the foundations for further work undertaken by the Company, all of
which has lead to a much greater understanding of the impacts and
management of pressure on the water supply pipe network. The Company was
very pleased by the work undertaken by Simon and the resulting
improvements this achieved.".
South Staffordshire Water lists "monitoring the pipe network" on the Leak
Management section of their website (see http://www.south-staffs-water.co.uk/community_environment/leak_management.asp
accessed 17/09/13).
This includes "Key facts and figures": It is now more than 30
years since we last imposed a hosepipe ban; we have achieved a water
quality performance of 99.99%; we have continually met Ofwat's leakage
target; we are one of the leading companies for operating cost efficiency.
[i4] The Director of Aquavent UK Ltd, Peterborough, has expressed the
following opinion about the impact of this research in the recent letter
to DMU: "Just a note to thank you for your continued support in respect
of our water savings product Aquai-Mod®. Without your expertise and
commitment and that of your department, we would not be where we are now
with our unique approach to water savings, and leakage reduction via
hydraulic water pressure management. We started this development some 10
years ago and you have been a valuable partner during that time, not
only helping with technical and development support but providing us
with links to potential clients."
[i5] In personal correspondence (which can be made available upon
request), a Senior Project Manager from Scottish water recently stated
that "Applying a rigorous challenge to the operating control measures
of the Pressure Reducing Valve was a necessary intervention to maintain
the water supply to thousands of customers. The delivery of a project
into the hands of our Operations needed high level academic appraisal in
order to increase confidence going forwards. It was important to include
a non-biased academic assessment as part of a competent and successful
project."
i6] Evidence for the roll-out of "PLaN" can be seen in private
correspondence (2010) from an Asset Performance Specialist at the company,
which included the following statement: "We are now rolling out PLaN
(Pressure Loss across Networks) to 100 DMAs! This as you can imagine
will involve improvements to the way we do things so that we can keep up
with demand. So far we've had 100% success with the method. The first
trial found 2 leaks and a school with flushing urinals at night, oh, and
also a valve that was letting by, the second trial found 2 leaks, the
third found 6 leaks and the last one found 10! So far, every time we say
go there they find a leak :-)". Copies of this correspondence can be
made available upon request.