Industrial application of computational models and experimental techniques for catalyst development and optimisation
Submitting Institution
University College LondonUnit of Assessment
ChemistrySummary Impact Type
TechnologicalResearch Subject Area(s)
Chemical Sciences: Inorganic Chemistry, Macromolecular and Materials Chemistry, Physical Chemistry (incl. Structural)
Summary of the impact
The development and application, by a UCL and Royal Institution (UCL/RI)
team, of a powerful range of computational and experimental techniques has
had a major impact on understanding of catalysis at the molecular level.
The translation of these approaches to industry — achieved through
fellowships, collaborations and employment of trained UCL/RI scientists —
has had substantial impact on the development and optimisation of key
catalytic systems used in energy, environmental, bulk and fine chemicals
production. Computational modelling software has been commercialised by
Accelrys following interaction with the UCL/RI team. Products and
processes at Johnson Matthey have been developed and enhanced over a
shorter timescale, ultimately leading to good returns and a sustained
market position. The approaches also provided evidence that
platinum-containing vehicle emission catalysts are not a source of
chloroplatinates in the environment and can therefore continue to be used.
Underpinning research
Research teams at UCL and the Royal Institution (RI) — which is
affiliated with UCL and was returned jointly with UCL in previous RAE
exercises — have for over two decades pursued major programmes exploiting
the concerted use of computation and experiment in catalytic science. The
aim of this work has been to develop detailed models of catalytic
structures and processes at the molecular level. The synergistic
computational and experimental exploration of catalysts has elucidated and
probed the structures, properties and reactivities of these complex
materials, helping to develop and direct the design of industrially
relevant catalysts. The application of both computational models and
experimental techniques has generated a significant body of work, and the
UCL/RI team has published over 500 outputs in the field of catalytic
science that have provided the underpinning research for industry.
The computational expertise developed has employed both force field and
quantum mechanical techniques; for example, in 1996 the ZEBEDDE (ZEolites
By Evolutionary De novo DEsign) code was developed by UCL/RI in
collaboration with the University of Liverpool, primarily to support the
synthesis and development of microporous materials. This code provides a
method for the de novo design of template molecules, thus avoiding
long and exhaustive searches and trial-and-error modifications of known
templates in order to identify new structure-directing agents [1]. The
UCL/RI team was also an integral part of the EU project QUASI (Quantum
Simulation in Industry) that aimed to encourage and facilitate the
adoption and implementation of simulation programs. In this project, in
collaboration with the other project partners, UCL/RI researchers
investigated robust QM/MM (quantum mechanics/molecular mechanics)
procedures for modelling active sites and reaction mechanisms in catalytic
processes, in turn demonstrating the wide applicability of QM/MM
procedures to industrial modelling problems [2].
Complementary to the development and exploitation of advanced
computational models, the UCL/RI team concurrently conducted experimental
research on microporous catalyst structure determination using X-ray
diffraction (XRD) and absorption spectroscopic (XAS) techniques, employing
both laboratory and synchrotron radiation sources. In particular, UCL/RI
researchers have pioneered the use of powder diffraction and X-ray
absorption fine structure spectroscopy (XAFS) for the simultaneous
elucidation of local and long-range structure [3, 4]. The combined use of
these techniques offers a viable, atom-specific analysis of
non-crystalline gels and crystalline solids when other techniques, such as
DAFS (diffraction anomalous fine structure), are inapplicable.
Furthermore, it enables a greater understanding of the formation of, and
specific environment at, the active sites of microporous catalysts [3, 4].
Additionally, XAS techniques have been used to assess the environmental
impact of platinum catalysts [5]. It was found that the use of platinum in
vehicle emission catalysts is not likely to generate chloroplatinate
species, which are of environmental concern; rather it was shown that Pt
is coordinated to oxygen atoms.
A significant amount of research has been conducted in collaboration with
industry, in particular with Johnson Matthey. For example, investigations
into the solubility of metal ions in known catalysts for industrially
relevant reactions, including the partial oxidation of methane and
high-temperature catalytic oxidation processes, have been performed [3,
6]. Such studies are important because the size and morphology of metal
particles (like Ni and Ce) supported on inorganic oxides impact upon the
catalytic activity of the material for a specific reaction. A
comprehensive understanding of how a synthetic route influences the size
of a metal dopant and its most favourable conformation within a host
lattice informs on both catalytic performance and lifetime.
Overall, this combined computational and experimental approach has
enabled an increasingly detailed understanding at the molecular level of
the synthesis and catalytic operation of oxide and microporous catalysts.
Key UCL researchers: Richard Catlow (Professor 1993-present),
Gopinathan Sankar (Professor, RI 2004-2007; Professor, UCL 2007-present),
Nora de Leeuw (Reader, Computational Materials Science 2004-2007;
Professor 2007-present) and Dewi Lewis (Lecturer 1998-2003; Senior
Lecturer 2003-present).
References to the research
[1] De novo design of structure-directing agents for the
synthesis of microporous solids, D. W. Lewis, D. J. Willock, C. R. A.
Catlow, J. M. Thomas and G. J. Hutchings, Nature, 382, 604-606
(1996) doi.org/dqqdhf (In
collaboration with the University of Liverpool)
[2] QUASI: A general purpose implementation of the QM/MM approach and its
application to problems in catalysis, P. Sherwood, A. H. de Vries, M. F.
Guest, G. Schreckenbach, C. R. A. Catlow, et al., J. Mol. Str.
Theochem., 632, 1-28 (2003) doi.org/fgjpj7
(In collaboration with the CLRC Daresbury Laboratory, Max-Planck-Institut
Mulheim, ICI, Synetix, Norsk Hydro Oil and Energy Research Centre and
BASF)
[3] Combined experimental and computational modelling studies of the
solubility of nickel in strontium titanate, A. M. Beale, M. Paul, G.
Sankar, R. J. Oldman, C. R. A. Catlow, S. French and M. Fowles, J.
Mater. Chem., 19, 4391-4400 (2009) doi.org/bz76g3
(In collaboration with Johnson Matthey)
[4] Probing the onset of crystallization of a microporous catalyst by
combined X-ray absorption spectroscopy and X-ray diffraction, G. Sankar,
J. M. Thomas, F. Rey and G. N. Greaves, J. Chem. Soc., Chem. Commun.,
2549-2550 (1995) doi.org/drt8zz (In
collaboration with the CCLRC Daresbury Laboratory)
[5] X-ray absorption spectroscopic studies of platinum speciation in
fresh and road aged light-duty diesel vehicle emission control catalysts,
T. I. Hyde, P. W. Ash, D. A. Boyd, G. Randlshofer, K. Rothenbacher and G.
Sankar Platinum Met. Rev., 55(4), 233-245 (2011) doi.org/d9h9gs
(In collaboration with Johnson Matthey, International Platinum Group
Metals Association and European Precious Metals Federation)
[6] Computational modeling study of the solubility of cerium at LaCoO3
perovskite surfaces, S. Khan, R. J. Oldman, C. R. A. Catlow, S. A. French
and S. A. Axon, J. Phys. Chem. C, 112(32), 12310-12320 (2008) doi.org/cvr8qb (In collaboration with
Johnson Matthey)
References [1], [3] and [4] best indicate the quality of the
underpinning research.
Details of the impact
Catalytic processes underpin production in the chemicals and
pharmaceuticals industries; as such, the value of the goods and products
manufactured by catalysts is estimated at $15 trillion worldwide1.
It is well recognised that improvements in the efficiency of catalytic
processes — resulting in added value of the products manufactured and
minimisation of environmental impact — require a science-led approach. The
UCL/RI team has made significant contributions to development processes
and products globally, fostered through deep and long-standing
interactions with UK and international industry. These relationships have
enabled the translation of the pioneered techniques and their subsequent
application in product and process optimisation.
Contribution to commercial software development: The translation
to industry of QM/MM techniques has been realised through commercial
software development. Professor Catlow was one of the lead scientific
advisors to the Catalysis and Sorption Consortium and subsequently,
between 2008 and 2011, advisor to the Nanotechnology Consortium. This
latter consortium, in collaboration with the STFC, developed a QM/MM
module (QMERA) for Accelrys' Materials Studio® modelling and simulation
environment software [A]. Materials Studio enables investigators to relate
product performance with material properties and behaviour at the
molecular, atomic, and meso scales. QMERA was first included in Materials
Studio 4.3 in 2008 [A]. In 2011, Accelrys released a new version of this
software — Materials Studio® 6.0 [B] — that included a significantly
enhanced QMERA module [A]. [text removed for publication]
Knowledge transfer of techniques and highly skilled specialists:
At Johnson Matthey (JM), adoption of new techniques developed by UCL/RI
and integration of UCL/RI-trained scientists has shortened research
projects, aided understanding and improved the company's competitiveness
[C]. Transfer of synchrotron radiation-based techniques to industry has
been facilitated through Royal Society industrial fellowships, such as the
secondment of Professor Sankar from UCL to JM between 2007 and 2011.
During this period, Sankar shared his significant experimental know-how of
diffraction and synchrotron radiation (SR) techniques with JM research and
development (R&D), enabling the implementation of these techniques
across a range of catalysts, from zeolite-based systems to supported oxide
materials. The introduction of SR techniques at JM has been invaluable
to the company's catalytic technology and materials processing [C].
Furthermore, a range of in situ methodologies has been designed
and developed for JM, which has helped make its analytical science and
technology highly competitive with other similar chemical companies
around the world [text removed for publication] [C]. The relationship with
Sankar has continued through a consultancy arrangement. Alongside this, JM
has recruited seven UCL/RI-trained scientists over the last 10
years; one is now in a senior management role and three were hired in
the REF impact period. Of the latter group, one is now managing
projects incorporating modelling, while the other two are full-time
practitioners [D].
New product development: Collaborative projects with JM — for
example, those described in outputs [3] and [6], above — have led to
commercial benefits for the company. Here, work has primarily focused on
applying the techniques developed by the UCL/RI team to the field of bulk
industrial chemical production, particularly in the development of
inorganic oxides. These are important industrial catalysts used in the
annual worldwide production of 130 million tonnes of ammonia, 50 million
tonnes of hydrogen, 60 million tonnes of nitric acid and 100 million
tonnes of methanol [E]. Catalyst development is a continuous process aimed
at enhancing operational efficiency and in turn resulting in major
financial benefits for the end users. Historically, the approach was
mainly empirical, but new computational and experimental tools have
provided major opportunities to enhance understanding and suggest new
avenues for research. Computational modelling, backed by access to
advanced X-ray techniques such as X-ray absorption spectroscopy (XAS) at
SR sources, has been applied to a range of doped and defect-containing
catalytic inorganic oxide materials of relevance to the bulk chemical
interests of JM (including the former ICI Katalco) [E]. In turn, this work
has contributed to novel materials design, cost-effective synthesis of
catalysts and understanding of their application under aggressive
chemical process conditions [E]. [text removed for publication]
[text removed for publication]
Impact on environmental policy: In 2011, in collaboration with JM
and other international organisations, the application of XAS techniques
(e.g. output [5] above) provided essential learning for members of the
International Platinum Group Metals Association (IPA) who were seeking
evidence to retain the use of platinum as the active component in vehicle
emission catalysts. [text removed for publication] the global emission
control catalyst market reached $6.7 billion in 2012 [C]. These catalysts,
and platinum-containing systems in particular, were under scrutiny by the
United States Environmental Protection Agency (EPA) as a potential source
of chloroplatinates in the environment [G]. The work was used in 2012 as
part of the science case that demonstrated that the major industrial use
of platinum in the catalysts was not a direct source of chloroplatinates;
in turn, the work recommended a prospective, evidence-based approach to
both occupational and public exposure assessment to legislators in Europe
and North America [C].
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Topics in Catalysis 52(8), 924-934 (2009) http://doi.org/cd2hgx
Sources to corroborate the impact
[A] Supporting correspondence from Senior Product Manager, Accelrys Ltd.
— corroborates the contribution of UCL's Prof Catlow to software
development at Accelrys [text removed for publication]. Available on
request.
[B] Accelrys press release: http://ir.accelrys.com/releasedetail.cfm?ReleaseID=627761
— corroborates the release of the new Materials Studio® 6.0 software in
2011.
[C] Supporting correspondence from Technology Manager, Johnson Matthey
PLC — corroborates the contribution that Prof Sankar and the UCL/RI team
have made to the programs of work at JM. Available on request.
[D] Supporting statement from Technology Manager, Emissions Control
Research, Johnson Matthey PLC — corroborates the recruitment of the
UCL/RI-trained scientists by JM. Available on request.
[E] Supporting correspondence from Catalyst Research Associate, Johnson
Matthey PLC — corroborates the contribution that the UCL team has made to
the development of inorganic oxides and the impact that the UCL/RI team
has had at JM. Available on request.
[text removed for publication]
[G] IRIS Toxicological Review of Halogenated Platinum Salts and Platinum
Compounds (External Review Draft) http://ofmpub.epa.gov/eims/eimscomm.getfile?p_download_id=513625
by the US Environmental Protection Agency.