The economic benefits of finite element/discrete element analysis when applied to industrial problems involving coupled field and multi-fracturing phenomena
Submitting Institution
Swansea UniversityUnit of Assessment
General EngineeringSummary Impact Type
TechnologicalResearch Subject Area(s)
Mathematical Sciences: Numerical and Computational Mathematics
Engineering: Resources Engineering and Extractive Metallurgy, Interdisciplinary Engineering
Summary of the impact
Computational research work at Swansea concerned with finite
element/discrete element analysis, has made a profound impact on the
solution of industrial problems. The development and implementation of
novel computational algorithms and their subsequent application to leading
edge engineering and scientific problems has been effected through the
commercial software system ELFEN, developed collaboratively with Rockfield
Software Ltd, a spin-out company from Swansea University. ELFEN has
enabled the company to expand through the development of an international
reputation as a leading provider of computational technology to the
defence, manufacturing, oil recovery, mining and other sectors. Specific
examples of economic benefit described in this case study are (i) design
methodology for weight reduction in glass container production resulting
in significant energy and CO2 emission savings and (ii)
computational modelling of rock blasting operations leading to substantial
economies in the mining industry.
Underpinning research
This impact case is based on a programme of research work undertaken over
the last two decades focussed on the development of computational
techniques, encompassing fundamental theoretical advances, the development
and implementation of novel computational algorithms and subsequent
application to leading edge engineering and scientific problems. The work
was lead by Prof. D. R. J. Owen and Prof. D. Peric, with substantial
contributions also made by Prof. Y. T. Feng, Prof. E. A. de Souza Neto,
Dr. W. Dettmer (Senior Lecturer) and Dr. C. F. Li (Senior Lecturer), all
of whom have been academic staff members at Swansea University throughout
this REF appraisal period.
The thrust of the research has been directed at the numerical modelling of, firstly, the plastic deformation of solids
under large strains, followed by the introduction of material damage and
the ultimate development of a multi-fractured state, leading to a
particulate system. Computational treatment necessitates a blend of
continuous and discrete computational processes. Modelling aspects related
to continuum problems include the development of advanced constitutive
models, element technology for near-incompressible deformation, continual
updating of the mesh (adaptive mesh refinement) and damage modelling for
prediction of the onset of fracture [R2, R3, R6]. With the development of
fractures, the domain becomes discontinuous in nature and further
computational issues include strategies for discrete crack insertion that
preserve the system energy, continual remeshing to accommodate the
fracture distribution and global search algorithms to monitor contact of
fragments in the resulting particulate system [R1, R4].
In several applications of engineering relevance involving
multi-fracturing and/or particulate media, the behaviour is governed by
the presence of an additional phase, either gaseous, liquid or both.
Solution strategies that have been developed for such problems include
coupled approaches for problems involving explosive detonation and
progressively fracturing rock, and the integration of Lattice Boltzmann
procedures for fluid modelling with discrete element approaches to solve
problems related to particle transport, heat transfer in moving particle
systems and segregation problems in multi-scale particle flows [R5].
The above developments form a computational technology platform,
incorporated within ELFEN, for the solution of a range of multi-physics
problems involving nonlinearly deforming and multi-fracturing materials
that is highly innovative, world leading and applicable to large scale
industrial problems. ELFEN is a unique computational system which, to
date, has no major commercial competitor and has enabled Rockfield to
become an international leader in the provision of computational
modelling services to several major industrial sectors.
References to the research
The research has led to a substantial body of funding and publications
and has been acclaimed as pioneering and internationally leading, being
recognised by awards to the participants in the form of international
prizes and honours (FREng, FRS, Koiter & Gauss-Newton Medals, Honorary
Doctorates by University of Porto, ENS Cachan & UPC Barcelona, Foreign
Membership US National Academy of Engineering & Chinese Academy of
Sciences), invitation to deliver named & plenary lectures, invitations
to be editors of prestigious international journals (Int. J. Num. Meth.
Engng., Arch. Comp. Mech. Engng., etc.) and to undertake collaborative
work with leading international research institutions (Tsinghua, MIT, UT
Austin, LNCC-Brazil, UPC-Barcelona, etc.). Selected publications and
grants directly relevant to the impact claimed are provided below (all
Swansea authors are in bold type). R1, R2 and R6 best represent the
quality of the research.
Publications
R1. A. Munjiza, D. R. J. Owen and N. Bicanic, A combined
finite/discrete element method in transient dynamics of fracturing solids.
Int. J. Engng Computations. 12, 145-174, 1995. (A well cited paper
(>200 Google Scholar) presenting the initial concepts of the
multi-fracturing approach). DOI: 10.1108/02644409510799532
R2. D. Peric and D. R. J. Owen, Finite element
applications to the nonlinear mechanics of solids. In: Reports on Progress
in Physics, Institute of Physics, 61/11, 1495-1574, 1998. (A paper in
a high Impact Factor journal (13.2 Thomson Reuters) invited to summarise
the pioneering work of the authors — not a review paper). DOI:
10.1088/0034-4885/61/11/002
R3. F. M. Andrade Pires, E. A. de Souza Neto and D. R. J.
Owen, On the finite element prediction of damage growth and fracture
initiation in finitely deforming ductile materials. Comp. Meth in Appl.
Mech & Eng. 193, 5223-5256, 2004. (A paper providing a theoretical
foundation for the computational treatment of fracture). DOI:
10.1016/j.cma.2004.01.038
R4. P. A. Klerck, E. J. Sellers and D. R. J. Owen, Discrete
fracture in quasi-brittle materials under compressive and tensile stress
states, Comp. Meth in Appl. Mech & Eng. 193, 3035-3056, 2004. (A
fundamental computational and theoretical treatment of multiaxial
fracture in rocks). DOI: 10.1016/j.cma.2003.10.015
R5. Y. T. Feng, K. Han and D. R. J. Owen, Coupled lattice
Boltzmann method and discrete element modeling of particle transport in
turbulent fluid flows: Computational issues, Int. J. Num. Meth. In Engng.,
72, 1111-1134, 2007. (A first paper in a series of publications
integrating particulate and multi-fracturing solids with a range of
coupled field effects). DOI: 10.1002/nme.2114
R6. E. A. de Souza Neto, D. Peric and D. R. J. Owen,
Computational Methods for Plasticity: Theory and Applications, John Wiley,
2011. (This 800 page text on non-linear computational modelling is a
leader in the field and brings together the research summarised above). DOI: 10.1002/9780470694626
Research Grants
The underpinning research was funded by a total of 14 EPSRC grants,
including the following:
G7. GR/N21604/01 D. R. J. Owen & D. Peric. An integrated
simulation approach to the design of shaped can manufacturing processes. 20/07/00-19/07/03,
£203,473 (Focused on the development of large strain,
elasto-plastic computational methods for advanced constitutive models,
with application to real case industrial forming).
G8. GR/R87222/01 & GR/R87239/01 D. R. J. Owen & Y. T. Feng
Experimental/computational approaches for evaluating dynamically loaded
reinforced concrete structures. 01/08/02-31/12/05, £379,321 (Directed
at the development of computational dynamic impact simulation techniques
for multi-fracturing solids, with experimental validation).
G9. GR/S04987/01 & EP/C518721/01 D. R. J. Owen & E. A. de
Souza Neto. Numerical modelling and analysis of fractured rock mass
strength and deformability. 19/05/03-30/04/08, £218,891 (Focussed
on the development of computational capabilities for predicting rock
mass strength in real mining situations).
G10. GR/R92318/01 (Platform Grant) D. R. J. Owen, D. Peric,
Y. T. Feng & E. A. de Souza Neto. Computational strategies for
large scale discrete systems and multi-fracturing solids. 01/01/03-31/12/07,
£393,136 (Aimed at the development of a comprehensive
computational framework for the treatment of industrial scale problems
involving particulates and large fracture systems).
Details of the impact
The research work summarised in Section 2 forms the core technology
employed in the commercial software system ELFEN developed by Rockfield
Software Ltd., with extensive and continuous collaboration with the
university. Rockfield is a spin-out company created with the aim of
transferring the high quality computational modelling research of the
internationally renowned numerical group at Swansea University to the
commercial sector. The company has expanded to over 30 personnel, with
over two thirds of the staff possessing Ph.D. degrees, making the company
a significant employer of high technology graduates in the Swansea area
and a valued contributor to the local economy.
Rockfield is internationally recognised as a leading provider of
computational services to both SMEs and world-wide conglomerates and has,
through the research support provided by the university, over the years
built strong relationships with many of the world's foremost companies
including; Unilever, IPGR, DSTL, Corus, Proctor & Gamble, Devonport
Marine Ltd., Rio Tinto, BP-Amoco, Chevron, Shell, Exxon Mobil,
Total-Fina-Elf, Miningtek, Orica, Anhauser Busch and Los Alamos, Sandia
and Lawrence Livermore National Laboratories.
The importance of ELFEN to the success of Rockfield is evidenced by
the granting of the Queen's Award for Innovation to the company in 2002
and 2007. In each case the award was granted for developments based
on the ELFEN code, which indicates the extremely high level of impact of
the technology on industrial and scientific innovation. Additionally, the
prominent involvement of Rockfield in the mining and minerals recovery
sector lead to the formation of Rockfield Technologies Australia, based in
Townsville, Queensland to support these activities and the company
currently employs ten R&D engineers.
The industrial impact has been made both through use of the methodology
by Rockfield to develop its strong position within the computational
modelling industrial community and by end use of the ELFEN system by the
company's clients. Selected significant industrial contributions that have
taken place during the REF reporting period 2008-2013 are summarised
below:
Impact 1. Savings achieved by improvements in glass container
production. Widely used in food and beverage packaging, glass
containers account for 8% of the global packaging market, and are readily
recyclable. Glass containers are made from sustainable raw materials
(sand, soda ash and limestone) and mass produced through fully automated
energy intensive forming processes. The primary energy demand (MJ/Kg
glass) for production is estimated at 6.6, and the global warming
potential (Kg CO2/Kg glass) as 0.4. The EU annual production
output alone is 22M Tonnes and therefore, the need for reducing the weight
of containers is pressing, creating a rapidly growing demand for container
specific optimization of glass forming processes. Computational simulation
has proven to be an unrivalled tool for quantitative analysis of the
complex multi-physics process involved in glass forming and a
comprehensive version of ELFEN has been developed which can accurately
simulate all major forming processes: blow-blow (BB), press and blow (PB)
and narrow neck press and blow (NNPB). "ELFEN-GD has permitted a
10-25% weight saving over traditional design methods and is widely
accepted by glass manufacturers as a valuable design tool, with some 50
licences being employed worldwide" [Managing Director, Rockfield
Software Ltd.]. Among the principal users are Gallo Glass, USA, who
manufacture 1 Billion bottles p.a. (~0.5M Tonnes of glass), Vidrala S.A.,
Spain who have a production capacity of 1.15M Tonnes (producing 3.3
Billion containers p.a.), with an annual turnover of £416M, and San Miguel
Malaysia with a net annual income of US$207M. Vidrala state "The
computer simulation system ELFEN-GD has proven to be an invaluable tool
for the design of forming processes for a wide range of our glass
products. It is difficult to provide an accurate quantitative measure of
the design improvements brought about by use of ELFEN across the range
of our products, but it is estimated that lightweighting savings of
around 10-15% have been achieved overall" [Responsible Process
R&D, Vidrala, S.A.]. With 50 licence users, it is conservatively
estimated (accounting for their varying sizes) that these companies
annually produce ~12M Tonnes of glass containers. Given a minimum
10% weight reduction brought about by ELFEN computational design
(Rockfield and Vidrala support letters), this represents an annual
primary energy saving of 14x106 GJ
(~£70M p.a.) and CO2 emission
savings of ~ 0.5M Tonnes.
Impact 2. Savings in mining operations through explosive blasting
simulation. Australia is the world's fourth largest coal producer
and in 2010 produced 449M Tonnes of coal (export value ~ £35Bn). The
efficiency of mining operations crucially depends on the development of
explosive techniques that can control the fragmentation process to
eliminate the need for secondary blasting of large particles and do not
produce fine particles that deteriorate the quality of the mined material.
Orica, which is the principal explosives manufacturer in Australia and
whose turnover in 2012 was A$6.7Bn (£4.1Bn), have principal clients such
as international companies BHP Billiton, Anglo American, Rio Tinto, and
Xstrata who play a prominent role in extraction. Orica "recognise
ELFEN as the best and indeed the only tractable means by which we would
be able to attempt to simulate blasting from the detonation phase to the
bulk motion and settling phase, and today ELFEN is the mainstay of our
modelling service to the mining industry. We have had unparalleled
success using ELFEN to assist mines by simulating an extensive range of
blasting scenarios. Orica management and our mining customers have long
recognised the potential and value of such modelling and it is now seen
as a serious, bone fide and valuable resource with a
potential estimated return of around A$30M over five or six years. In
one blast in the Hunter Valley ELFEN saved one to two million dollars
— we have used ELFEN to show how to achieve that on several occasions".
[Senior Research Associate, Orica]
Sources to corroborate the impact
The ELFEN system is used by a range of SMEs and multi-national
corporations world-wide. Principal sectors in which the company is
involved include: (i) Defence applications involving explosive and impact
conditions, (ii) Deep level mining and other minerals recovery operations,
(iii) Oil recovery operations and resource prediction, (iv) Failure
prediction for structures under seismic or blast loading, (v) Industrial
forming processes for glass, plastics and metals and (vi) Food technology
processes. Corroboration of the crucial contribution of the ELFEN system
to allow Rockfield to be highly competitive in these areas is provided by
the Managing Director, Rockfield Software Ltd.
With regard to the specific applications outlined in Section 4, the
weight savings provided by use of the ELFEN-GD system in the design of a
wide range of food and beverage glass containers is corroborated by the
Managing Director, Rockfield Software Ltd.
The benefits of the software design system to individual end licence
users is supported by a statement from the Responsible Process R&D,
Vidrala S.A.
For the simulation and design of mine blasting operations, a Senior
Research Associate of Orica, Australia testifies that the ELFEN
multi-fracturing modelling capability is crucial to their mine management
procedures and quantifies the benefits achieved.