Roderigh Y Rohling1, Ionut C Tranca1, Emiel J M Hensen1, Evgeny A Pidko1. 1. Inorganic Materials Chemistry group, Department of Chemical Engineering, and Energy Technology, Department of Mechanical Engineering, Eindhoven University of Technology, P.O. Box 513, 5600 MB, Eindhoven, The Netherlands.
Abstract
The Diels-Alder cycloaddition (DAC) reaction is a commonly employed reaction for the formation of C-C bonds. DAC catalysis can be achieved by using Lewis acids and via reactant confinement in aqueous nanocages. Low-silica alkali-exchanged faujasite catalysts combine these two factors in one material. They can be used in the tandem DAC/dehydration reaction of biomass-derived 2,5-dimethylfuran (DMF) with ethylene toward p-xylene, in which the DAC reaction step initiates the overall reaction cycle. In this work, we performed periodic density functional theory (DFT) calculations on the DAC reaction between DMF and C2H4 in low-silica alkali(M)-exchanged faujasites (MY; Si/Al = 2.4; M = Li+, Na+, K+, Rb+, Cs+). The aim was to investigate how confinement of reactants in MY catalysts changed their electronic structure and the DAC-reactivity trend among the evaluated MY zeolites. The conventional high-silica alkali-exchanged isolated site model (MFAU; Si/Al = 47) served as a reference. The results show that confinement leads to initial-state (IS) destabilization and transition-state (TS) stabilization. Among the tested MY, most significant IS destabilization is found in RbY. Only antibonding orbital interactions between the reactants/reactive complex and cations were found, indicating that TS stabilization arises from ionic interactions. Additionally, in RbY the geometry of the transition state is geometrically most similar to that of the initial and final state. RbY also exhibits an optimal combination of the confinement-effects, resulting in having the lowest computed DAC-activation energy. The overall effect is a DAC-reactivity trend inversion in MY as compared to the trend found in MFAU where the activation energy correlates with the Lewis acidity of the exchangeable cations.
The Diels-Alder cycloaddition (DAC) reaction is a commonly employed reaction for the formation of C-C bonds. DAC catalysis can be achieved by using Lewis acids and via reactant confinement in aqueous nanocages. Low-silica alkali-exchanged faujasite catalysts combine these two factors in one material. They can be used in the tandem DAC/dehydration reaction of biomass-derived 2,5-dimethylfuran (DMF) with ethylene toward p-xylene, in which the DAC reaction step initiates the overall reaction cycle. In this work, we performed periodic density functional theory (DFT) calculations on the DAC reaction between DMF and C2H4 in low-silica alkali(M)-exchanged faujasites (MY; Si/Al = 2.4; M = Li+, Na+, K+, Rb+, Cs+). The aim was to investigate how confinement of reactants in MY catalysts changed their electronic structure and the DAC-reactivity trend among the evaluated MY zeolites. The conventional high-silica alkali-exchanged isolated site model (MFAU; Si/Al = 47) served as a reference. The results show that confinement leads to initial-state (IS) destabilization and transition-state (TS) stabilization. Among the tested MY, most significant IS destabilization is found in RbY. Only antibonding orbital interactions between the reactants/reactive complex and cations were found, indicating that TS stabilization arises from ionic interactions. Additionally, in RbY the geometry of the transition state is geometrically most similar to that of the initial and final state. RbY also exhibits an optimal combination of the confinement-effects, resulting in having the lowest computed DAC-activation energy. The overall effect is a DAC-reactivity trend inversion in MY as compared to the trend found in MFAU where the activation energy correlates with the Lewis acidity of the exchangeable cations.
The Diels–Alder
cycloaddition[1] (DAC) is a widely used synthetic
methodology for constructing new
carbon–carbon bonds.[2−6] It is a pericyclic reaction in which a 1,3-conjugated diene couples
with a dienophile possessing a double or a triple bond. The mechanism
of the DAC reaction involves a concerted bond formation in the transition
state. Depending on the electronic structure of the reactants, this
can happen either synchronously or asynchronously if the nascent bonds
are of equal or unequal length, respectively.[7] If either of the reactants is highly activated, the reaction can
proceed via a two-step mechanism characterized by the formation of
an intermediate (I) with one C–C bond formed.[8,9]The reaction proceeds through the formation of a transition
state
in which the frontier molecular orbital[10−14] (FMO) symmetries need to be conserved, a requirement
that led to the formulation of the Woodward–Hoffmann rules.
These selection rules aid in assessing whether the reaction is symmetry
forbidden (e.g., ethylene–ethylene, [2 + 2] cycloaddition)
or allowed (e.g., ethylene–1,3-dibutadiene, [4 + 2] cycloaddition)
and allow determination of the final stereochemistry of the product.[15,16] Furthermore, a proportionality has been proposed between the DAC-activation
barrier and the energy and symmetry of the highest-occupied-molecular-orbital
(HOMO) and the lowest-unoccupied-molecular-orbital (LUMO) of the reactants.[13,14,17,18] Three mechanisms are distinguished based on these energy levels,
being the normal, inverse, and the neutral electron demand mechanisms.
A schematic representation of the first two mechanisms is shown in Figure a. The normal electron
demand mechanism is related to the normal energy gap (enorm): |HOMOdiene – LUMOdienophile|. The inverse electron demand mechanism is related to the inverse
energy gap (einv): |LUMOdiene – HOMOdienophile|. The third is the neutral electron
demand mechanism in which enorm = einv.
Figure 1
(a) Schematic representation of the frontier
molecular orbital
energy levels in the normal electron demand and inverse electron demand
mechanisms. (b) The Diels–Alder cycloaddition between DMF and
ethylene as the first step in the overall DAC/D reaction toward p-xylene. (c) The conventional alkali-exchanged faujasite
model with an isolated site. (d) The low-silica alkali-exchanged faujasite
model with high accessible site density.
(a) Schematic representation of the frontier
molecular orbital
energy levels in the normal electron demand and inverse electron demand
mechanisms. (b) The Diels–Alder cycloaddition between DMF and
ethylene as the first step in the overall DAC/D reaction toward p-xylene. (c) The conventional alkali-exchanged faujasite
model with an isolated site. (d) The low-silica alkali-exchanged faujasite
model with high accessible site density.Narrowing the energy gap can be achieved through introduction
of
substituents to the reactants.[9,14,17,19−21] Such substituents
can be either electron-donating groups (EDG) or electron-withdrawing
groups (EWG). Addition of an EDG to the diene increases the HOMOdiene, while the introduction of an EWG to the dienophile lowers
the LUMOdienophile. An alternative method to accelerate
the DAC reaction involves the use of Lewis acid catalysts, which are
essentially EWGs.[22−24]Apart from altering the electronic structure
of the reactants by
substituents or Lewis acids, the DAC reaction can also be catalyzed
by confinement. Supramolecular complexes,[25,26] enzymes,[27−30] and the liquid phase[31−35] are some illustrative examples of systems exhibiting confinement-driven
catalysis of the DAC reaction. In supramolecular complexes, the specific
molecular fit biases one reaction channel leading to high product-selectivity.[25,26] Although only relatively few Diels–Alderases are known, enzymatic
catalysis[27−30] is characterized by both reactant prealignment and electrostatic
and/or hydrophobic transition state stabilization. Lastly, liquid
phase catalysis, sometimes termed “on-water catalysis”,[31−35] is another example of confinement-driven reactivity. In this scenario,
reactants experience a hydrophobic effect that pushes the reactants
together in an aqueous nanocage accompanied by the subsequent stabilization
of the transition state via hydrogen bonding.Recently, we studied
low-silica alkali-exchanged faujasite zeolite
catalysts (MY, Si/Al = 2.4; M = Li+, Na+, K+, Rb+, Cs+) in the one-pot Diels–Alder
cycloaddition (DAC)/dehydration (D) reaction of 2,5-dimethylfuran
(DMF) with ethylene for p-xylene production, Figure b.[36] These faujasite catalysts contain many accessible Lewis
acid sites in the confined hydrophilic space of the faujasite supercage.
Although KY proved to be the best catalyst for the overall reaction,
RbY possessed the lowest DAC reaction barrier. The latter observation
was surprising, because the lowest DAC reaction barrier was not expected
for one of the weakest Lewis acids. Furthermore, the DAC-reactivity
trend was also found to be insensitive to changes of the substituents
when changing DMF to either furan or furandicarboxylic acid.[37]It is known that substrate confinement
in the micropores of cation-exchanged
zeolites gives rise to perturbation of the substrate’s electronic
structure, e.g. intermolecular orbital overlap in alkene photo-oxidation
chemistry[38] or changes in CO IR-stretching
vibrations due to dual- and multisite adsorption modes.[39] Recently, computational studies using a combination
of electronic structure analysis techniques have led to an improved
understanding of reactivity and scaling laws on transition metal surfaces,[40,41] transition metal oxides,[42] and zeolites.[43] Among the applied methods were the density-derived
electrostatic and chemical (DDEC) method,[44−46] the crystal
orbital hamilton population (COHP) analysis,[47−51] and crystal orbital overlap population (COOP) analysis.[52] By complementing the above methods with the
topological analysis of the electron density in conformity with the
quantum theory of atoms in molecules (QTAIM),[53−57] we expect to elucidate the origin of catalysis of
the DAC reaction by the MY systems.Herein we report on an in-depth
electronic structure analysis of
the DAC reaction between DMF and ethylene over alkali-exchanged faujasites
using periodic DFT calculations and a variety of electronic structure
analysis tools. We establish fundamental understanding on the origin
of the DAC reaction barrier trend inversion in low-silica alkali-exchanged
faujasite-based catalysts. We do so by studying the conventional isolated
site model and a model containing a high density of accessible active
sites, Figure c and Figure d, respectively.
The results show that the energy barrier is governed by confinement-induced
initial-state (IS) destabilization and the cooperative action of the
alkali cations in stabilizing the transition state (TS) via ionic
interactions. Among the studied MY catalysts, RbY (Si/Al = 2.4) is
found to exhibit an optimal combination of IS destabilization and
TS stabilization.
Computational Details
Reaction Energetics and Model
Similar
to our previous works,[36,37] we studied the DAC reaction between
2,5-dimethylfuran and ethylene over two types of periodic, rhombohedral
faujasite models exchanged with alkali cations (M = Li+, Na+, K+, Rb+, Cs+).
The first model was a high-silica alkali-exchanged faujasite (Si/Al
= 47, Si47Al1O96M1, MFAU)
containing a single isolated site in the faujasite supercage. The
second model represented a low-silica alkali-exchanged faujasite (Si/Al
= 2.4, Si34Al14O96M14,
MY) containing a high density of accessible sites in the faujasite
supercage. The placement of the cations has been described elsewhere.[36]The periodic density functional theory
(DFT) calculations using the Vienna ab-initio simulation package (VASP)
were performed with the gradient corrected PBE exchange-correlation
functional[58−62] and the projected-augmented-wave scheme (PAW) to describe the electron–ion
interactions. Long-range dispersive interactions were accounted for
by using the DFT-D3 method with Becke-Johnson damping.[63,64] The k-point mesh was limited to the gamma point only with a plane-wave
basis set cutoff energy of 500 eV. Typically, a root-mean-square (RMS)
force convergence criterion of 0.015 eV/Å was employed. Occasionally,
some models did not fully reach this strict RMS-force criterion and
the convergence criterion was relaxed to 0.035 eV/Å. The forces
exceeding the original criterion originated from forces acting on
cations confined within the double six-membered rings connecting the
sodalite cages, but which where distant from the active site. The
relaxed convergence criteria were deemed acceptable because the current
zeolite models feature extremely shallow potential energy surfaces.
The structural optimization below 0.05 eV/Å usually leads to
energy changes below 5 kJ/mol.The transition state was identified
utilizing a two-step procedure.
First, a climbing-nudged-elastic band (CNEB) calculation[65,66] was performed to estimate the minimum energy pathway (MEP) (5 eV/Å2 spring constant, maximum length hypervector between images
0.5 Å). The accepted RMS force of the converged CNEB was 0.14
eV/Å or lower. Consecutively, geometry optimization of the identified
transition state was continued using the quasi-Newton procedure (max.
RMS < 0.015 eV/Å). To confirm the nature of the stationary
point, we used the finite displacement method to compute the vibrational
frequencies.
Electronic Structure Analysis
Bond
orders, net atomic charges, the electron density, and Laplacian values
at the bond critical points (BCPs), as well as the partial density
of states (pDOS), crystal orbital Hamiltonian population (COHP), and
crystal orbital overlap population (COOP) functions, were investigated
(Supporting Information S1.1–S1.3).
Atomic Net Charges and Bond Critical Point
Analysis
The atomic charges were computed according to the
methods described by the Austin group[53−56] (Supporting Information S1.1.). Net atomic charges were obtained by referencing
the charges against the ideal valence charge of every atom species.
An in-house written script and freely available software[67,68] were used to analyze and visualize the topology of the electron
density in conformity with the QTAIM theory.[53−57] Bond-critical points (BCPs) were assigned to saddle-points
along the bond-paths. The Laplacian at a BCP was used to characterize
the nature of the pairwise interaction, providing insight into the
covalent/ionic character of a bond. A negative value of the Laplacian
is indicative of a covalent bond, while a positive Laplacian indicates
noncovalent bonds such as an ionic bond, hydrogen bond, or van der
Waals interaction.[69]
Bond Orders
Bond orders (BO) were
analyzed using the Chargemol code. We refer to the literature for
extensive derivation of the equations necessary to both compute the
bond orders and execute the underlying DDEC6-based charge partitioning.[44−46] Briefly, the bond order of an atom pair A (in the
unit cell) and j (atoms in both unit cell and periodic
images) is described with eq :where B is
the bond order between atom A and j, CE is the contact exchange, and
Λ is the dressed exchange hole
delocalization term. The term CE describes
the electron exchange between atoms A and j in a material, formulated in eq :where any ρ⃗avg is the average spherical electron density of atom i as a function of the atomic electron distribution and
atomic spin magnetization density vector obtained through DDEC6-based
partitioning of the electron density. The term ρ⃗avg is the sum of all ρ⃗avg found in the material (unit cell + periodic images).
Note that this equation deals with the dressed exchange hole, which
is an adjusted (either more contracted or more diffuse) exchange hole
to obtain more accurate bond orders. The second term in eq is the dressed exchange hole delocalization
term, defined according to eq :where Χcoord.nr. accounts for coordination number effects
and Χpairwise for
pairwise interactions, and Χcon. is a constraint on the density-derived localization index, B. The latter is a matrix
that equals the total number of the dressed exchange electrons in
the material (unit cell + periodic images). These terms are constraints
and scaling relationships to keep the bond orders well-behaved.
Crystal Orbital Hamilton Population
The
pDOS provides information on the electron density distribution
as a function of energy. The crystal orbital Hamiltonian population
is related to it and allows partitioning of the electron density distribution
into bonding, nonbonding, and antibonding interaction domains (Supporting Information S1.3.).[47−51] The −COHP(E) is defined in eq aswhere H represents the Hamiltonian matrix
element between atomic orbitals
φ and φ, and c and c are the coefficients of these
atomic orbitals in the molecular orbital ψ (ψ = ∑cφ). A positive value for −COHP(E) symbolizes a bonding electronic
interaction between the atomic orbitals i and j, while a negative value describes an antibonding interaction.
A value of zero is associated with a nonbonding interaction. The integrated
value of −COHP(E), ICOHP, can be considered to be a measure for the bond strength.
This formulation provides a good approximation of the bond energy
as long as the repulsive energy of the nuclei is canceled by the double-counted
electrostatic interactions.[70]
Crystal Orbital Overlap Population Analysis
The crystal
orbital overlap population (COOPij(E), Supporting Information S1.3)
function introduced by Hoffmann[52] can be
defined according to eq :where S = ⟨φ|φ⟩ is the overlap of atomic orbitals
φ and φ. The values of COOPij(E) also
quantify the bonding or antibonding character of the orbital interactions,
but the electron density is now weighted by the atomic orbital overlap S instead of the bond energy
overlap H. As a consequence,
COOP(E) cannot quantitatively
analyze the contribution of the bonds to the total energy like the
−COHP(E) does.
A quantitative evaluation of the bond strengths can nevertheless be
obtained from the values of the integrated COOP (in unit of electrons).
Results
Reaction Energies
All geometries
of the zeolite models, reaction intermediates, and transition states
involved in the DAC reaction between DMF and C2H4 were adopted from our previous study.[36] A schematic representation of the reaction energy diagram is shown
in Figure a. The dependency
of the DAC activation energy (Eact) and
the change in reaction energy (Ereact)
in the different models is given in Figure b. Changes to the reactant adsorption energy
(Eads) and Eact in MY are shown in Figure S1.
Figure 2
Schematic representation
of the DAC reaction energy profile is
shown in part a, illustrating the definitions of the activation and
reaction energies. The changes in activation energy and the change
in reaction energy as a function of the exchangeable cation in MFAU
and MY are shown in part b.
Schematic representation
of the DAC reaction energy profile is
shown in part a, illustrating the definitions of the activation and
reaction energies. The changes in activation energy and the change
in reaction energy as a function of the exchangeable cation in MFAU
and MY are shown in part b.The coupling reaction starts from the adsorbed states 1/MFAU or 1/MY (e.g., DMF + C2H4 + MY→ 1/MY) for the single- and multiple
cation-exchanged
faujasite models, respectively. In both models, DMF adsorbs in a η5-fashion to the exchangeable SII cation. In MFAU, ethylene
is physisorbed and interacting with the zeolite matrix via dispersive
interactions. In MY, ethylene is η2-coordinated to
a neighboring SII cation. The DAC reaction yields the bicyclic intermediate 2 via a cyclic synchronous concerted transition state (TS1, Δd = d(C1···C6) – d(C4···C5) < 0.04
Å).Previous work showed a decrease in adsorption energy
with a concomitant
decrease in Lewis acidity of the cations in MFAU.[36] Following adsorption, the reaction proceeds with ethylene
approaching adsorbed DMF. The reaction energy decreases from −89
kJ/mol in LiFAU to −20 kJ/mol in CsFAU. As qualitatively expected
for single Lewis acid catalysis, Eact increases
with decreasing Lewis acidity from 64 kJ/mol in LiFAU to 94 kJ/mol
in CsFAU, attributed to Cs+ being the weakest Lewis acid
among the evaluated alkali cations. Eact in KFAU deviates from the expected trend of increasing activation
energy with decreasing Lewis acidity, explained elsewhere.[37]In the MY models, the reaction cycle starts
with coadsorption of
the reactants. The adsorption is generally weaker for the weaker Lewis
acids. Note that the Eads of the individual
compounds generally add up to the energy of the coadsorbed state 1/MY. This is, however, not the case in RbY (E = −88 kJ/mol vs Eads,sum = Eads,DMF + Eads,ethylene = −111 kJ/mol). With increasing
cation radius, the interatomic C4···C5 and C1···C6 distances
gradually decrease from ca. 5.6 to 3.5 Å for LiY to RbY, respectively.
The size of the Cs+ cations causes DMF and ethylene to
be 3.8 Å apart. In MY systems, the trend in Eact is inverted as compared to the MFAU systems. The highest
barriers are now found for the strongest Lewis acids (Li+, Na+; Eact = 105 and 107
kJ/mol, respectively) and the lowest barrier for one of the weakest
Lewis acids (Rb+, Eact = 62
kJ/mol).The changes to the reaction energies are investigated
by correlating
the change in Eact with the change in Ereact for MFAU- and MY-based models, Figure b. We find a qualitative
agreement between Eact and Ereact for both models. Although not conclusive, this might
hint at a resemblance of the TS to the FS. However, reaction energies
alone are not sufficient to conclusively support this statement.To conclude our study on the reaction energies, we investigated
possible (co)adsorption effects on the activation barrier height in
the MY models. The obtained trend shows that the activation energy
does not correlate well with the (cumulative) adsorption energy (Figure S1). While we find the DMF adsorption
energy to decrease with ca. 65 kJ/mol from LiY to KY, the activation
energy only decreases with about 10 kJ/mol. Furthermore, the trend
in Eact shows a minimum for RbY and sharply
increases for CsY. If the activation barrier would be governed by
the adsorption energy, one would also expect a low barrier for CsY.In summary, the computed reaction energies indicate that formation
of the TS is made easier by IS-destabilization in RbY as compared
to the other modeled MY catalysts. However, the qualitative relation
between Ereact and Eact rule IS-destabilization out to be the only factor.
Alkali Cation Influence on the Energy Gaps
Next, we
investigated a possible relation between changing activation
barrier and Lewis acid catalysis by the various alkali cations. To
that end, we computed the pDOS for every initial state in MFAU and
MY. We also computed the degree of orbital overlap of the cations
with the furanicoxygen atom (ODMF) and DMFcarbon backbone.The pDOS of DMF, ethylene, and the five accessible cations is presented
in Figure . Note that
we have omitted the contributions of the hydrogen 1s-orbitals. These
orbitals only increase the intensity of the bands and do not give
rise to new bands. The values of enorm, einv, and Eact relevant to the pDOS of the cation in the panel are displayed too.
Examples of COOP plots are shown in Figure S2 (NaY and RbY). These are representative examples for all other MY
and illustrate the type of orbital interactions.
Figure 3
PDOS of the MFAU catalysts
(top row) and the MY catalysts (bottom
row). The Fermi level is located at 0 eV. Every panel is a separate
catalyst. Within every panel, the DOS of ethylene is plotted to the
left and that of DMF and the cation to the right. The values of enorm and einv are
in eV and that of Eact in kJ/mol.
PDOS of the MFAU catalysts
(top row) and the MY catalysts (bottom
row). The Fermi level is located at 0 eV. Every panel is a separate
catalyst. Within every panel, the DOS of ethylene is plotted to the
left and that of DMF and the cation to the right. The values of enorm and einv are
in eV and that of Eact in kJ/mol.Inspection of Figure shows that enorm and einv in MFAU vary
only little for the different cations.
Meanwhile, the activation energy increases with decreasing Lewis acidity.
For instance, enorm (einv) is 4.7 (5.1) eV in LiFAU with an activation barrier
of 64 kJ/mol, while those in CsFAU are 4.7 (5.1) eV and Eact is 94 kJ/mol, respectively. The peak positions in Figure show that there
are no alkali s-orbital contributions below the Fermi-level. We note
that the alkali cation bands seem to overlap with those of ethylene,
but the cation and ethylene are too spatially separated to interact.The pDOS of the MY models shows no qualitative trend with the energy
gaps for this type of system either. For instance, enorm and einv in KY and RbY
are similar, but the activation energies differ with 34 kJ/mol.The most significant band overlap between the alkali cation and
DMF is found for NaY and RbY. In the former the LUMODMF interacts with the LUMO+1 of Na+. In the latter, LUMODMF interacts with the LUMO of Rb+. However, the
ICOOP-analysis yields values of −0.61 and −0.41, respectively,
indicating net antibonding orbital interaction between the cations
and ODMF. Furthermore, the interaction between the cation
and the carbon backbone of the DMF furan ring is also antibonding
with ICOOP values of −0.05 and −0.12 in NaY and RbY,
respectively. For reference, ICOOP of C–C bonds reach +0.36;
see also Table . From
the data presented here we infer that changes to the DAC reaction
barrier cannot be ascribed to Lewis acid catalysis via interactions
between the cations s-orbitals and reactant FMOs.
Table 1
Integrated COHP and COOP Values for
Selected Interatomic Interactionsa
ICOHP (ICOOP) ODMF···SII
ICOHP
(ICOOP) ODMF···SIII
∑ICOHP ODMF···M (A)
ICOHP (ICOOP) M···CDMF (B)
ratio A/B
ICOHP (ICOOP) C1···C6
ICOHP
(ICOOP) C4···C5
1/LiY
–0.07 (−0.01)
–2.51 (0.10)
–2.58
–1.19 (−0.13)
2.17
0.00 (0.00)
0.00 (0.00)
TS1/LiY
–0.06 (−0.01)
–2.83(0.12)
–2.89
–1.10 (−0.10)
2.62
–1.98 (0.11)
–1.84 (0.11)
2/LiY
–0.06 (−0.02)
–3.36 (0.17)
–3.42
–1.06 (−0.09)
3.24
–7.97 (0.36)
–8.00 (0.36)
1/NaY
–0.03 (0.00)
–0.57 (0.03)
–0.61
–0.27 (−0.05)
2.25
0.00 (0.00)
–0.01 (0.00)
TS1/NaY
–0.07 (0.00)
–0.63 (0.03)
–0.70
–0.27 (−0.04)
2.58
–1.91 (0.11)
–2.05 (0.12)
2/NaY
–0.14 (0.01)
–0.73 (0.03)
–0.87
–0.29 (−0.05)
2.95
–7.76 (0.36)
–7.79 (0.36)
1/KY
–0.14 (0.00)
–0.31 (0.01)
–0.45
–0.26 (−0.11)
1.71
0.00 (0.00)
0.00 (0.00)
TS1/KY
–0.20 (0.00)
–0.33 (0.01)
–0.53
–0.24 (−0.10)
2.26
–2.07 (0.12)
–2.04 (0.11)
2/KY
–0.28 (0.02)
–0.38 (0.01)
–0.67
–0.26 (−0.10)
2.58
–7.78 (0.36)
–7.73 (0.35)
1/RbY
–0.17 (−0.00)
–0.24 (0.01)
–0.41
–0.25(−0.12)
1.61
–0.01 (0.00)
–0.01 (0.00)
TS1/RbY
–0.19 (0.00)
–0.27 (0.01)
–0.46
–0.21(−0.10)
2.22
–2.13 (0.12)
–2.09 (0.12)
2/RbY
–0.27 (0.01)
–0.31 (0.01)
–0.58
–0.22(−0.09)
2.62
–7.85 (0.36)
–7.86 (0.36)
1/CsY
–0.11 (−0.01)
–0.16 (0.01)
–0.27
–0.17 (−0.10)
1.55
0.00 (0.00)
–0.01 (0.00)
TS1/CsY
–0.14(−0.01)
–0.17 (0.00)
–0.32
–0.16 (−0.09)
2.00
–2.05 (0.11)
–2.07 (0.12)
2/CsY
–0.20(−0.01)
–0.21 (−0.01)
–0.41
–0.17 (−0.06)
2.45
–7.91 (0.36)
–7.86 (0.36)
The ICOOP values
are shown in-between
brackets. Positive ICOOP values indicate net bonding interactions
whereas negative ICOOP values indicate net anti-bonding interactions.
The ICOOP values
are shown in-between
brackets. Positive ICOOP values indicate net bonding interactions
whereas negative ICOOP values indicate net anti-bonding interactions.
Electron
Density Analysis
Because
our periodic MY models are chemically the most representative models
as compared to the MFAU isolated site models, we focus on analyzing
the MY systems in greater detail. KY and RbY are systems of primary
interest, although they will sometimes be referenced to other MY systems.
KY is chosen, as we have shown that it is the most active catalyst
among a set of alkali-exchanged FAU zeolites.[36] RbY is chosen, as it is the most confined system, illustrated by
the shortest C1···C6/C4···C5 distances of the IS. Any confinement-driven
interaction or feature that is lacking in RbY is assumed not to be
found in any other MY system studied in this work.
Activated Reactant Complex
To analyze the intermolecular
interactions in the IS between DMF and ethylene, we determined the
atomic net charges and the properties of the electron density. Such
properties are the Laplacian and the electron density at the bond
critical points. The DMF and ethylene net molecular charges are reported
in Figure and Tables S1. These results were complemented by
the bond-order analysis, performed to study the evolution of the C1···C6/C4···C5 bonds over the course of the reaction, Figure .
Figure 4
DMF and ethylene net charges. Note that “ethylene”
in the TS and FS refers to the two methylene moieties initially belonging
to ethylene.
Figure 5
Evolution of the intramolecular
bond orders in the DAC reaction
between DMF and ethylene over MY. The final state is omitted. Note
that the bond orders in the IS are 1 order of magnitude smaller.
DMF and ethylene net charges. Note that “ethylene”
in the TS and FS refers to the two methylene moieties initially belonging
to ethylene.Evolution of the intramolecular
bond orders in the DAC reaction
between DMF and ethylene over MY. The final state is omitted. Note
that the bond orders in the IS are 1 order of magnitude smaller.The net molecular charges in Figure are obtained by
summing all atomic net charges belonging
to the all atoms part of the molecule. Note that when referring to
ethylene in the TS or FS, we actually refer to the two methylene moieties
originating from ethylene. Inspection of Figure shows that the molecular net charges are
typically low (|Δq| < 0.1). Furthermore,
the net charge of ethylene typically cancels that of DMF in the TS
and FS. A minor imbalance is found in TS1/RbY, amounting
to −0.04 e–. This net charge is considered
insignificant and is believed to arise from asymmetric interactions
with the framework. Furthermore, if charge transfer occurs to the
zeolite matrix at all, it is considered too small to account for the
large DAC reaction barrier reduction.The electron density and
the Laplacian values at the BCPs were
compared for 1/KY and 1/RbY. The BCP-analysis
indicates that there is no difference between 1/KY and 1/RbY. That is, both systems lack BCPs between the C1···C6
and C4···C5 atom pairs in the IS. Only upon formation
of either TS1/KY or TS1/RbY, C1···C6
and C4···C5 BCPs are observed with electron densities
of 0.46 e–/Bohr3, and Laplacians ranging
from 0.64 to 0.69. To put this in perspective, a C1–C6 or C4–C5
bond in both 2/KY and 2/RbY has an electron
density of 1.57 e–/Bohr3 with a Laplacian
of ca. −12.7.The BO-analysis (Figure ) yielded only significant bond orders for 1/KY, 1/RbY, and 1/CsY for the C1···C6
and C4···C5 atom pairs, albeit small. Values are zero
for LiY and NaY and reach a maximum of 0.014 for RbY. Formation of TS1 results in the appearance of partial bonds: the BO of
the C1–C6 pair gradually increases from 0.2 to 0.229 (LiY to
RbY) while the bond order of (C1···C6)CsY is 0.225. The BO of the C4···C5 atom pair increases
from 0.214 to 0.235 (LiY to RbY) with the bond order of (C4···C5)CsY being 0.23. The error in our work is believed to be 0.01.
The appearance of a trend in the BO of the IS- and TS-BO in Figure is consistent with
the increasing cation radius, noting that ethylene in 1/CsY is located at a different position.In summary, the DAC
reaction occurs in a charge-neutral fashion
with a bidirectional electron flow, in line with earlier findings
using isolated site models.[71] Additionally,
we do not believe that the cations induce significant changes to the
intermolecular charge transfer. The Laplacians indicate slight interactions
between DMF and C2H4 in the IS. This is supported
by the BO-analysis. These results qualitatively connect with our earlier
hypothesis on IS destabilization.
Zeolite–Reactant
Interactions
To understand
the exact role of the exchangeable cations in the zeolite, we studied
the interaction of the cations at the SII and SIII sites with the
furanicoxygen atom (ODMF) in greater depth. We refer to
the cation–furanicoxygen interactions as ODMF···SII
and ODMF···SIII, respectively. The SII cation
can also interact with the π-system of the DMFcarbon backbone.
This consists of the four carbon atoms in the furanic five-membered
ring, grouped into a term we refer to as CDMF. We refer
to the cation–carbon backbone interaction as the SII–CDMF interaction. We exclude the methyl side groups. BCPs of
the aforementioned interactions have been analyzed (Figure , Table S2, and Figure S3) and were complemented
by the results of the COHP-analysis (Table ).
Figure 6
Topological analysis of the electron density
and molecular basins
of selected cations and reactants. Atom colors are red = O, beige
= Si, light or dark purple = alkali cation. Yellow basin = DMF, gray
basin = ethylene, light blue basin = cation at SIII site, light green
basin = cation at SII site. The white dashed line is meant to guide
the eye.
Topological analysis of the electron density
and molecular basins
of selected cations and reactants. Atom colors are red = O, beige
= Si, light or dark purple = alkali cation. Yellow basin = DMF, gray
basin = ethylene, light blue basin = cation at SIII site, light green
basin = cation at SII site. The white dashed line is meant to guide
the eye.In 1/LiY and 1/NaY, a BCP for the ODMF···SII
interaction is absent. Additionally,
BO-values are only 0.001 in LiY and NaY. This indicates a lack of
ODMF···SII interaction. In 1/KY, the BO is 0.034, but no BCP was detected. We attribute this
to the magnitude of the electron density being below our analysis
threshold, whereas no threshold is set for the BO-analysis.In contrast, the BOs of ODMF···SII in 1/RbY and 1/CsY are 0.057 and 0.04, respectively.
In addition, BCPs are found with electron densities of 0.101 e–/bohr3 and 0.064 e–/bohr3 for 1/RbY and 1/CsY, respectively.
The Laplacians are 1.617 and 0.917, respectively.An ODMF···SIII interaction is always
present in 1/MY. This is no surprise, as the cation at
the SIII site is the most accessible cation. Yet, BOs are generally
low, varying between 0.097 and 0.061 in 1/LiY and 1/CsY, respectively. Upon reaching the transition state, the
ODMF···SIII BO typically increases with
a ΔBO of ca. 0.015–0.02 in all MY. The electron densities
at the BCPs in the IS of 1/LiY and 1/CsY
are 0.164 and 0.042 e-/bohr3, respectively. These BCPs
have Laplacians of 3.677 to 0.534, respectively.The positive
values of the Laplacians and the relatively low electron
density at the BCPs are indicative of ionic interactions between the
cations and the furanicoxygen atom. This is in line with the antibonding
orbital interactions found earlier.We performed the COHP-analysis
to quantify the interaction strengths.
We note that the ICOHP should be interpreted with care,[72,73] because no direct comparison between different systems is possible.
For instance, the ODMF···SIII interaction
strength cannot be plotted as a function of the cation. The studied
systems have different total energies and very different chemical
compositions so that the reference is not the same. Different models
can only be compared by looking at ratios between the different components
within every system.Table lists the
ICOHP and ICOOP results for each state (IS, TS, FS) and for each alkali
cation. The ratio between the ∑ICOHP(ODMF···M)
and ICOHP(M···CDMF) is of interest. The
cation–oxygen interactions are found to be dominant. This is
most clear in 2/LiY and 2/NaY, for which the cumulative oxygen–cation
interaction is found to be 3.24 and 2.95 times stronger than the CDMF···M interaction, respectively. The same
ratios range from 1.55 to 1.71 in KY, RbY, and CsY. Thus ODMF···M electrostatic interactions dominate the overall
interaction between the reactants and the alkali-exchanged faujasite
catalyst.
Topological Analysis of
the Electron Density
The selected results of the topological
analyses of the electron
density for the initial and transition states formed with LiY, KY,
and RbY are shown in Figure . The more extensive data including the respective isosurfaces
are included in Supporting Information, Figure S3. Atomic basins are visualized by the dashed yellow lines.
The in-plane bond-paths are referred to as bond-path type I and are
depicted as dashed blue lines. BCPs are shown with red dots. A dashed
green line is referred to as bond-path type II and represents an out-of-plane
bond-path between the SII cation and a carbon atom of the DMF methyl
side group. Green dots represent ring-critical points. The bond-path
between the SII-cation and one of the C-atoms of either the ethylene
double bond or DMF C2/C3 bond is actually out-of-plane. Minor fluctuations
in the electron density are believed to be responsible for lacking
the second bond-path between the SII-cation and the other C-atom.
This is supported by the bond-path showing a tendency to bifurcate
in the 3D-visualization (data not shown). Thus, we envisage that the
bond-path could potentially have been drawn between the SII-cation
and the other C-atom of the aforementioned bonds as well (e.g., ethylene
coordination to SII is highly symmetric). We interpreted this as an
in-plane cation−π interaction and consequently projected
the bond-path onto the plane.The red numbers are hypervector
lengths (Å) between an atom and the BCP. Their lengths are summarized
in Table S3. The molecular basins have
been plotted by summing the atomic basins present in either of the
reactants. Thus, the yellow and gray volumes represent DMF and ethylene,
respectively. The light blue and light green volumes represent the
SIII and SII cations, respectively.The projections show that
ethylene and DMF already interact relatively
significant in 1/KY and 1/RbY as compared
to 1/LiY. We also note the flat surface (white dashed
line) near the SII cation to which ethylene was initially adsorbed
in TS1/KY and TS1/RbY. This is completely
absent in the case of LiY.Upon comparing every pair of hypervectors
that belong to the same
bond-path, we find that the length becomes increasingly similar upon
increasing alkali cation radius. This is most pronounced in the final
state, to a lesser degree in the transition state, and least in the
initial state. We ascribe this to the increasing cation radius. Analysis
of 1/RbY and TS1/RbY in Figure illustrates the practically
equal total hypervector lengths between SII···ODMF and SIII···ODMF. Additionally,
the changes in hypervector length are smallest for RbY. That is, hypervectors
in 1 → TS1 and TS1 → 2 change with 0.03 (0.1) and 0.06 (0.04) Å for SII···ODMF (SIII···ODMF). In the Cs+-exchanged Y zeolite, changes in TS1 → 2 are 0.05 and 0.15 Å for SII···ODMF and SIII···ODMF, respectively.To conclude, we measured the SII···ODMF and SIII···ODMF distances present in the
obtained geometries (Table ). Reflecting these on the M–O distances found in alkali
oxides,[74] we find that SII···ODMF and SIII···ODMF in TS1/RbY mimic the alkali oxide M–O distances best.
Table 2
Interatomic Distances (Å) in
the TS As Measured for MY Models
LiY
NaY
KY
RbY
CsY
d(SII···O)
3.67
3.26
2.92
2.96
3.21
d(SIII···O)
1.96
2.30
2.77
2.98
3.31
Δd
1.71
0.96
0.15
–0.02
–0.10
d(O2–···M+)a
2.16
2.42
2.78
2.92
3.07
Data adopted from ref (74).
Data adopted from ref (74).In
summary, Figure and Figure S3 clearly show increased
confinement in RbY as compared to LiY. The changes in SII···ODMF and SIII···ODMF distances along
the reaction coordinate are the smallest in RbY. The RbY cation–ODMF distances resemble those found in rubidium oxide.
Conclusion
We have performed a periodic density functional
theory study on
the Diels–Alder Cycloaddition between DMF and ethylene over
alkali-exchanged faujasites. Two models were studied; one resembled
the isolated site model and one model contained a high density of
accessible active sites.The origin of the DAC-reactivity trend
inversion in MY as compared
to MFAU has been investigated with a wide variety of electronic structure
analysis tools. We computed the atomic charges and performed the topological
analysis of the electron density in conformity with the quantum theory
of atoms in molecules, obtained bond orders using the density-derived
electrostatic and chemical method (DDEC6), and investigated pairwise
interatomic interactions with the crystal orbital Hamilton population
(COHP) and crystal orbital overlap population (COOP) analysis.The results show confinement-driven reactivity characterized by
initial-state destabilization upon increasing cation size, most pronounced
in RbY. In all studied systems, multisite cooperativity stabilizes
the transition state via ionic interactions. Cation–reactant
orbital interactions are insignificant and are of net antibonding
nature in the evaluated MY models. Changes to the geometry of the
reactive complex are smallest in RbY. The furanicoxygen–cation
interatomic distances are most symmetric and closely resemble that
of rubidium oxide. The combination of these effects is the cause of
the DAC-reactivity trend inversion, with the lowest barrier found
for RbY. These results illustrate the importance of confinement-driven
reactivity and multisite cooperativity in alkali-exchanged zeolite
catalysis.
Authors: Justin B Siegel; Alexandre Zanghellini; Helena M Lovick; Gert Kiss; Abigail R Lambert; Jennifer L St Clair; Jasmine L Gallaher; Donald Hilvert; Michael H Gelb; Barry L Stoddard; Kendall N Houk; Forrest E Michael; David Baker Journal: Science Date: 2010-07-16 Impact factor: 47.728
Authors: A Heine; E A Stura; J T Yli-Kauhaluoma; C Gao; Q Deng; B R Beno; K N Houk; K D Janda; I A Wilson Journal: Science Date: 1998-03-20 Impact factor: 47.728
Authors: Roderigh Y Rohling; Evgeny Uslamin; Bart Zijlstra; Ionut C Tranca; Ivo A W Filot; Emiel J M Hensen; Evgeny A Pidko Journal: ACS Catal Date: 2017-12-07 Impact factor: 13.084