Submitting Institution
University of CambridgeUnit of Assessment
General EngineeringSummary Impact Type
EconomicResearch Subject Area(s)
Information and Computing Sciences: Information Systems
Summary of the impact
Fundamental research undertaken by the University of Cambridge Department
of Engineering (DoEng) on the decision-making process in design led to the
creation of a software package called DRed. DRed was initially aimed at
capturing design rationale, but subsequently broadened in its capability
to become a `problem management' tool. DRed has been formally embedded in
the Generic System Design Process at Rolls-Royce (R-R), which applies
across the whole company such that all R-R engineering staff, including
designers and service engineers, have access to DRed. During the period
2008 to 2013, DRed has played a key role in the understanding and
resolution of two major aerospace incident investigations, and in the
design and development of the Trent XWB engine for the Airbus A350
commercial aircraft.
Underpinning research
Professor Ken Wallace was the Director of the Engineering Design Centre
(EDC) at the University of Cambridge Department of Engineering (DoEng),
where he was appointed as a Lecturer in 1978 and promoted to Professor in
2001 (retiring in 2007). In the early 1990s, he initiated observational
studies into decision-making and the use of information in engineering
design.
Results from experiments in 1993 by Wallace's team, investigating how
designers make decisions, showed that they frequently overlooked or forgot
arguments addressed earlier in their design processes and repeated
previous steps. Wallace's team saw that there was a clear need for a
decision-support tool that could capture their reasoning and present it
back to them when required (Ref 1).
Results from an observational study by Wallace's team within Rolls Royce
(R-R) in 1996, investigating where designers source their information,
showed that: the majority of their information needs were met by asking
colleagues; reference was made to documents only as a last resort; and
around a quarter of the working day was spent acquiring information.
A key research question then emerged: How can design rationale be
captured without undue imposition on designers?
In 1998, Wallace secured long-term funding to focus on this question. The
DoEng established the University Technology Partnership (UTP) for Design
with academic partners Sheffield and Southampton. The UTP was sponsored by
R-R and BAE Systems. Wallace was one of the three Co-Directors and led the
research into Engineering Knowledge Management.
The UTP won an IMI (Innovative Manufacturing Initiative) grant,
"Knowledge Capture, Sharing and Reuse" (KCSR), in 1999. This additional
funding enabled a detailed investigation into the knowledge needs of
designers. A survey confirmed the pressing need to capture design
rationale. A parallel study revealed that R-R's traditional Design
Definition Reports (DDRs) were poorly structured and difficult to
interpret.
Wallace's team systematically analysed the shortcomings of existing
rationale capture tools based on the well-established Issue-Based
Information System (IBIS). Wallace's Senior Research Associate, Dr Rob
Bracewell (in post at the DoEng from 1997 to 2013), a key member of his
team, successfully found novel ways to overcome these shortcomings and
produced a prototype graphical tool using his results to capture design
rationale, originally called DRed (Design Rationale editor). New features
included nodes on DRed charts automatically resizing to present all the
pertinent information and, behind each node, coloured graphics to signify
its type and its status. The advantage was that nothing was hidden, as in
previous tools such as Questmap, making DRed charts much easier to scan
and to interpret.
Wallace and Bracewell analysed a number of DDRs and presented their
argument flow graphically using DRed. After seeing the clarity of these
DRed charts at the UTP's Annual Spring Conference in 2002, R-R became an
enthusiastic supporter of DRed. Wallace and Bracewell first reported on
DRed and how it was developed in 2003 (Ref 2).
Wallace and his team, in a related research project that started in 1997,
addressed the knowledge needs of novice designers and how to support them.
The aim was to provide insights into what knowledge to capture and the
best way to train young designers. Due to increased staff mobility and
retirements, it was no longer always possible to consult experts with the
required knowledge. The main finding was that novice designers were only
aware of their specific information needs in about a third of their
queries, so simply supplying a knowledge database was not sufficient; they
also needed guidance on what questions to ask. This resulted in DRed being
introduced to R-R's graduates as part of their training programme and also
influenced the design of R-R's emerging intranet (Ref 3).
Wallace's team continued to work closely with a small group of designers
to research the principles underpinning DRed. There was a need to capture
increasingly large rationales, in response to which Bracewell invented
tunnel links to allow easy navigation; the largest rationale captured to
date covers 190 charts. The use of DRed within R-R expanded rapidly.
Wallace undertook studies to understand the nature of how capturing and
retrieving information using DRed charts compared to using conventional
reports. The results indicated that DRed's graphical presentation:
increased the speed with which recorded information could be retrieved;
and resulted in more complete answers to questions requiring wide-ranging
information searches (Ref 4).
After DRed had been in use within R-R for several years, Wallace's team
and staff in R-R undertook further research of its use and effectiveness.
They concluded that DRed's underlying logic and flexible interface helped
designers to: clarify their design thinking; manage design tasks; capture
design rationales easily as they are created; reduce the need for written
reports; and improve communication during meetings (Ref 5).
References to the research
1. *Dwarakanath, S. and Wallace, K.M. (1995). Decision making in
engineering design: Observations from design experiments. In Journal of
Engineering Design, 6 (3), 191-206, DOI: 10.1080/09544829508907913
2. *Bracewell, R.H. and Wallace, K.M. (2003). A tool for capturing design
rationale. In Proceedings of ICED 03, the 14th International Conference on
Engineering Design, Stockholm, Editors: Folkeson, A., Gralen, K., Norell,
M. and Sellgren, U., ISBN 1-904670-00-8
3. Ahmed, S. and Wallace, K.M. (2004). Understanding the knowledge needs
of novice designers in the aerospace industry. In Design Studies, 25 (2),
155-173, DOI: 10.1080/095448208410001708430
4. Aurisicchio, M., Gourtovaia, M., Bracewell, R.H. and Wallace, K.M.
(2008). How to evaluate reading and interpretation of differently
structured engineering design rationales. In Artificial Intelligence for
Engineering Design, Analysis and Manufacturing (AI EDAM), 22 (4), 345-358,
DOI: 10.1017/S0890060408000231
5. *Bracewell, R.H., Wallace, K.M., Moss, M. and Knott, D. (2009).
Capturing design rationale. In Computer-Aided Design, 41 (3), 173-186,
DOI: 10.1016/j.cad.2008.10.005
*Research outputs that best represent the quality of the research.
In 2004, DRed won the R-R Director of Research and Technology's Award for
Creativity.
Details of the impact
The possession of an effective, robust and technologically innovative
design process is a key success factor for R-R and a direct contributor to
the performance and safe operation of its high- integrity power systems.
The 1990s were a decade when R-R started and accelerated its journey from
a largely paper-based to a wholly computer-based design system. This
context drove R-R to become an industrial sponsor of the UTP formed in
1998. Wallace's research and DRed in particular were significant outputs
for R-R.
DRed has achieved specific major impacts in the period from 2008 to 2013,
as follows:
- The use of DRed was recommended for 19 of 33 design process steps
for the new Trent XWB engine by R-R's Global Head of Power Systems
Design in a manual for designers entitled, "Generic System Design
Process — overview of steps, process and tools proposed for the Trent
XWB". This was released formally to the designers in October 2008 and
updated in 2009. The design teams applied this process from 2008 to
2010, producing approximately 700 schemes that defined approximately
30,000 engine components of the engine. After the first successful
engine run in 2010, DRed continued to be used within the process for a
further 2 years of engine development, problem diagnosis and re-design,
during which the number of schemes, including re-issues, rose to
approximately 2,000. The use of DRed, having being embedded at the
start, has continued throughout the period of initial flight aboard the
Airbus A380 Flying Test Bed on 18 February 2012 and the first flight of
the Airbus A350 itself on 14 June 2013. (Ref 6)
As at 31 July 2013, Rolls-Royce has an order book for the Trent XWB of
more than 1400 engines (Ref 7). Although the company does not publish
the value of this order book, an estimate can be made using
announcements on the value of specific orders. For example, the order
for 25 aircraft from Air Lease Corporation on 4 February 2013 cited a
list-price order value of USD1.1 billion for 50 engines (Ref 8). This
suggests that the whole Trent XWB order book, at list price, is worth
approximately GBP20 billion.
-
In 2009, DRed became a significant tool in the R-R Engineering
System (RRES), as the Generic System Design Process brochure was
incorporated into RRES. The methods and guidelines in RRES are used by
all R-R's engineers (approximately 14,500 in 2013, which is an increase
from approximately 10,000 in 2008), who work in all R-R's businesses
across the world — i.e. aerospace, marine, energy, and nuclear. (Ref 6)
-
DRed was adopted as the standard tool for incident investigations
by the 80-person Service Engineering Department in Civil Aerospace at
R-R, following its successful use during 2004 in a real incident, and
has been used for the following major incidents between 2008 and 2013:
o British Airways Flight 38 with 152 passengers and crew on board
crash-landed at Heathrow Airport on 17 January 2008. It was a Boeing 777
with 2 R-R Trent 800 engines. The engines had not responded to the power
demands on final approach at an altitude of 600ft and a distance 2 miles
from touchdown. At the outset, the cause could have been a failure in any
of the engine, airframe, maintenance, control and/or operational systems.
The incident was unique and high-profile. DRed was the tool of choice in
the root cause analysis by the Civil Aerospace Engineering team. A large
network of DRed charts was gradually developed, printed out and displayed
at meetings where stakeholders from multiple organisations participated in
identifying and eliminating causes over the course of a year. DRed enabled
the narrowing of potential causes to a single, testable hypothesis. (Ref
9)
o One of the four Trent 900 engines on QF32, a Qantas Airbus A380,
suffered an uncontained intermediate pressure disc failure on 4 November
2010. The aircraft was climbing through 7,000ft after departure from
Singapore Changi Airport with 469 passengers and crew on board. The
incident again was high-profile with the potential for significant
business consequences for R-R, Airbus and Qantas. It threatened to ground
the aircraft type (indeed, Qantas initially did so for a short period).
The R-R Chief Engineer and Chief Design Engineer of the Trent 900 at the
time, and their team of approximately 300 engineers, made extensive use of
DRed in conducting the root cause analysis. Once the root cause was
established beyond reasonable doubt, DRed was used again to evaluate the
design solution. The Chief Engineer said; "We used DRed in the first
weeks of the QF32 investigation to explore possible failure scenarios
and to formally capture evidence from hardware and data analysis. This
was our structured, systematic approach to the problem understanding and
it proved valuable for the Engineering team, also helping with reporting
at the end of the process." (Ref 10).
The impacts above were born of knowledge transfer and process
improvements that started before 2008 and that continued throughout the
period from 2008 to 2013, for example:
- From 2003, Wallace's research (particularly Ref 3) and DRed have been
a core element of the Graduate Training Programme, which is an important
programme in R-R because R-R principally targets newly qualified
graduates in its recruitment. From 2008 to 2013, over 1,000 graduate
trainees have been recruited worldwide, attended this programme and used
the training in their work (Ref 11)
- In 2005, R-R established a subsidiary, Rolls-Royce Operations India
Pvt Limited (RROIPL), to build a robust engineering services platform.
RROIPL grew to employ over 800 engineers by 2012 and has continued to
grow, supporting the delivery of engineering solutions across multiple
R-R business sectors. DRed was built into operations from the start and
it is still an integral tool in 2013. A Technical Operations Manager at
RROPIPL has observed that "...using DRed with the local engineers is
fantastic. It helps to achieve a common technical understanding and
overcome the communications barriers" between engineering teams in
the UK and India. (Ref 12).
The impacts of DRed were primarily founded on the quality of the research
by Wallace's team, but they would not have been achieved so quickly or so
widely at R-R if the team and its counterparts at R-R had not invested
time in knowledge transfer activities. Key success factors included:
- close engagement of Wallace's research team with the Design Methods
team at R-R with endorsement and encouragement from the Chief Designer
at R-R;
- involvement of front-line designers and service engineers in studies
and trials;
- the professional attention given to the structuring of DRed and its
user interface to win acceptance among designers as being easy to use.
Sources to corroborate the impact
- Chief of R&T, Design Systems Engineering, R-R
- Civil Aerospace section of the R-R Holdings plc Half-year Results, 25
July 2013,
http://www.rolls-royce.com/Images/civil_aerospace_tcm92-50015.pdf
- "Rolls-Royce wins $1.1bn Trent XWB order from Air Lease Corporation",
R-R press release, 4 February 2013, http://www.rolls-royce.com/news/press_releases/2013/040213_air_lease_corporation.jsp
- Statement by Chief Engineer (Trent 800 and RB211), R-R
- Statement by Chief Engineer R&T — Civil Aerospace, R-R
- Statement by Design Training Specialist, R-R (and Royal Academy of
Engineering Visiting Design Professor at the University of Leicester)
- Statement by Head of Engineering Strategic Resourcing that includes a
quote from a Technical Operations Manager at RROPIPL