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Article

Kinetic Modeling and Quantum Yields: Hydrogen Production via Pd-TiO2 Photocatalytic Water Splitting under Near-UV and Visible Light

Chemical Reactor Engineering Centre (CREC), Faculty of Engineering, Western University, London, ON N6A 5B9, Canada
*
Author to whom correspondence should be addressed.
Catalysts 2022, 12(2), 113; https://doi.org/10.3390/catal12020113
Submission received: 30 December 2021 / Revised: 11 January 2022 / Accepted: 12 January 2022 / Published: 18 January 2022

Abstract

:
A palladium (Pd) doped mesoporous titanium dioxide (TiO2) photocatalyst was used to produce hydrogen (H2) via water splitting under both near-UV and visible light. Experiments were carried out in the Photo-CREC Water-II Reactor (PCW-II) using a 0.25 wt% Pd-TiO2 photocatalyst, initial pH = 4 and 2.0 v/v% ethanol, as an organic scavenger. After 6 h of near-UV irradiation, this photocatalyst yielded 113 cm3 STP of hydrogen (H2). Furthermore, after 1 h of near-UV photoreduction followed by 5 h of visible light, the 0.25 wt% Pd-TiO2 photocatalyst yielded 5.25 cm3 STP of H2. The same photocatalyst, photoreduced for 24 h under near-UV and subsequently exposed to 5 h of visible light, yielded 29 cm3 STP of H2. It was observed that the promoted redox reactions led to the production of hydrogen and by-products such as methane, ethane, ethylene, acetaldehyde, carbon monoxide, carbon dioxide and hydrogen peroxide. These redox reactions could be modeled using an “in series-parallel” reaction network and Langmuir Hinshelwood based kinetics. The proposed rate equations were validated using statistical analysis for the experimental data and calculated kinetic parameters. Furthermore, Quantum yields ( Q Y H % ) based on the H produced were also established at promising levels: (a) 34.8% under near-UV light and 1.00 g L−1 photocatalyst concentration; (b) 8.8% under visible light and 0.15 g L−1. photocatalyst concentration following 24 h of near-UV.

Graphical Abstract

1. Introduction

The world community is actively researching the production of environmentally friendly energy sources [1]. Hydrogen has attracted the attention of the scientific community due to its great value as an energy carrier with net-zero CO2 emissions when burned. Hydrogen can be produced by using water and sunlight as primary sources via photocatalytic water splitting [2]. The water splitting reaction takes place at room temperature and close to atmospheric pressure and requires a titanium dioxide (TiO2) based photocatalyst.
A mesoporous TiO2 photocatalyst appears to display intrinsic advantages such as: (a) a large surface area with adequate pore sizes; (b) high light absorption; and (c) good electron and chemical species transport properties [3,4]. TiO2 can be found in three allotropic phases: anatase, rutile and brookite, with anatase being the most photoactive phase. TiO2 has been proven to be stable, resistant to corrosion, environmentally friendly, largely available in nature and inexpensive [5,6]. However, the main limitation of the TiO2 photocatalyst for hydrogen production is its wide band gap (c.a., 3.0 eV). Due to this, only 5% of the solar spectrum can be used to activate titanium dioxide. Therefore, the use of sunlight as a source of energy in photocatalysis for hydrogen production leads to a low-efficiency process requiring additional improvements [7,8].
Given these facts, research is required to develop modified photocatalysts for water splitting, with these photocatalysts meeting the following criteria: (a) narrow band gaps to absorb visible light; (b) chemical stability under redox conditions; (c) inexpensiveness; (d) reusability; (e) hazard-free; and (f) suitability for large-scale hydrogen production [9,10].
To improve photocatalyst efficiency, surface modification by either using soft templates or by doping with a noble metal can be considered. The doping of photocatalysts with metals can narrow the band gaps and improve the optoelectronic semiconductor properties [11]. The photoexcitation of these metals leads to the generation of charge carriers and creates extra photocatalytic active sites, which act as electron collectors and, as a result, facilitate the water splitting process.
Palladium, specifically, has a lower Fermi level compared to TiO2. When used as a co-photocatalyst, it leads to an effective transfer of electrons to metal sites, reducing the electron/hole recombination and promoting enhanced photocatalytic activity [12]. Additionally, its uniformly irradiated outer particle surface area helps to restrict species diffusional transport limitations [13].
Organic molecules or sacrificial agents perform as electron donors, decreasing electron/hole recombination [14]. Ethanol, for example, is used as an organic scavenger at low concentrations. This scavenger can be easily obtained from renewable sources while being widely available and inexpensive [15].
For economically viable hydrogen production, unique photocatalytic reactor designs are required. These units should have the following characteristics: (a) uniform axial irradiation distribution; (b) must allow for photocatalytic reactions free of species diffusive transport limitations; (c) uniform photocatalyst distribution; (d) high surface/volume reactor ratio; (e) minimum photocatalyst fouling; (f) well-mixed photocatalyst suspension; (g) low-pressure drop; (h) low near-UV and visible light transmittance across unit walls; (i) be corrosion-free to the chemicals used (e.g., ethanol); and (j) have a pH in the 2 to 10 range [16]. The Photo-CREC Water-II Reactor (PCW-II Reactor), designed and developed at the Chemical Reactor Engineering Center (CREC)-UWO in London, Ontario, Canada, meets these various design conditions, required to successfully produce hydrogen via water splitting [16].
In the present study, runs were developed in the PCW-II Reactor using a pH = 4, 2.0 v/v% ethanol and a 0.25 wt% Pd-TiO2 at 0.15–1.0 gL−1 photocatalyst slurry concentrations. Hydrogen and redox by-products such as CO2, ethane, acetaldehyde and hydrogen peroxide were formed. This led to the establishment of an “in series-parallel” reaction network. Product formation rates were based on Langmuir–Hinshelwood (L–M) models, which included adsorbed chemical species at equilibrium. On this basis, the hydrogen and by-product formation rates, with their kinetic parameters, were calculated.

2. Proposed Reaction Mechanism for the “In Series-Parallel” Kinetic Reaction Network

Photocatalytic water splitting reactions using Pd-TiO2 and ethanol as an organic scavenger led to hydrogen formation, as well as to several by-products such as methane, ethane, ethylene, acetaldehyde, CO, CO2 and hydrogen peroxide (refer to Figure 1). The steps involved in the photocatalytic water splitting reactions can be described as follows:
(a)
Photons from a light energy source, whether it be from a visible or near-UV light lamp, reach the photocatalyst outer surface.
(b)
Photons with an energy content higher than the semiconductor band gap promote the motion of electrons from the valence band (VB) to the conduction band (CB), creating oxidation sites.
(c)
Formed sites diffuse onto the TiO2 inner surface, reacting with the adsorbed water and producing hydroxyl radicals (OH).
(d)
OH radicals oxidize the adsorbed organic molecules and/or scavenger (ethanol), forming carbon-containing products.
(e)
Electrons moving on the TiO2 inner and outer surfaces are captured by the palladium sites.
(f)
Electrons captured in the Pd sites interact with the formed hydrogen protons (H+) from water, yielding H radicals. These H radicals dimerize, forming molecular hydrogen.
(g)
Formed OH radicals couple with each other, forming hydrogen peroxide.
An “in series-parallel” reaction network was proposed in this research, based on 165 experimental runs, using different photocatalysts concentrations (0.15–1.00 g L−1), as well as various Pd loadings (0.25 wt% to 5.0 wt% Pd) on TiO2. The proposed network was specifically established for the best performing 0.25 wt% Pd-TiO2 photocatalyst. It was observed that the 0.25 wt% Pd-TiO2 photocatalyst yielded a significantly reduced 2.51 eV band gap when compared to the 2.99 eV band gap obtained for undoped mesoporous TiO2. The absorbed radiation was evaluated via macroscopic irradiation energy balances (MIEB) [17].
Hydrogen production and carbon-containing product formation proceeded via an “in series-parallel” redox reaction network with the following steps:
(a)
Step 1: Water dissociates in the presence of TiO2 and photons, forming OH and H radicals. Coupled H radicals yield molecular hydrogen, as described in Equations (2) and (3).
(b)
Step 2: OH radicals consume ethanol, which is the sacrificial agent and electron donor. Oxidation byproducts, such as acetaldehyde, CO, CO2 and hydrogen peroxide [Equations (4)–(8)] form as a result. This contributes to a pH increase, as described in Equation (9).
(c)
Step 3: Formed H radicals reduce ethanol forming methane and ethane species [Equations (10) and (11)].

2.1. Step 1: H, OH and H2 Formation

See
hv Pd / TiO 2   a n d   P h o t o n h + + e
Catalysts 12 00113 i001

2.2. Step 2: OH Promoted Reactions

(a)
Acetaldehyde
C 2 H 5 OH + OH   Pd / TiO 2 C 2 H 5 O + H 2 O
C 2 H 5 O + OH   Pd / TiO 2   C 2 H 4 O + H 2 O
The addition of Equations (4) and (5) yields the following overall equation:
C 2 H 5 OH + 2 OH k 2 Pd / TiO 2   C 2 H 4 O + 2 H 2 O
(b)
Carbon Dioxide
C 2 H 5 OH + 12 OH k 3 Pd / TiO 2   2 CO 2 + 9 H 2 O
(c)
Hydrogen Peroxide
OH + OH k 4 Pd / TiO 2   H 2 O 2
(d)
pH variation
OH k 5 Pd / TiO 2   e + OH

2.3. Step 3: H Promoted Reactions

(e)
Methane
C 2 H 5 OH + 4 H k 6 Pd / TiO 2   2 CH 4 + H 2 O
(f)
Ethane
C 2 H 5 OH + 2 H k 7 Pd / TiO 2   C 2 H 6 + H 2 O
(g)
Ethylene
C 2 H 5 OH k 8 Pd / TiO 2   C 2 H 4 + H 2 O

3. Results and Discussion

3.1. Photocatalytic Hydrogen Production under Near-UV Light

The performance of the Pd-TiO2 photocatalyst was evaluated in the PCW-II Reactor, with a 2.0 v/v% of ethanol—used as a scavenger—with an initial pH adjusted to 4 ± 0.05 and a photocatalyst concentration of 0.15 g L−1. Palladium was used as a TiO2 co-catalyst, given that Pd enhanced hydrogen production when compared to the undoped mesoporous TiO2. Pd metal crystallites reduced the band gap and facilitated electron capture [18].
It was found that water splitting under an argon atmosphere and using ethanol as an OH scavenger promoted the formation of hydrogen, as well as other chemical species such as methane, ethane, ethylene, acetaldehyde, CO, CO2, and hydrogen peroxide.
Figure 2 reports the hydrogen formed during six hours of near-UV irradiation when using a 0.25 wt% Pd on TiO2 and a 0.15 g L−1 photocatalyst concentration at an initial pH = 4 ± 0.05, yielding a maximum hydrogen volume of 113 cm3 at STP. This volume is three times the volume of hydrogen obtained with undoped mesoporous TiO2.
Figure 2 reports that both the undoped TiO2 and the 0.25 wt% Pd-TiO2 display a linear hydrogen formation trend during the entire near-UV irradiation period. This is equivalent to zero-reaction order kinetics and represents a stable photocatalytic hydrogen production with no observable photocatalyst deactivation.
Additional experiments were carried out using the 0.25 wt% Pd on TiO2 at a 1.00 g L−1 concentration to determine the photocatalyst concentration influence on hydrogen formation. The results were as described in Figure 3, with higher TiO2 photocatalyst concentrations leading to higher hydrogen formation rates.
Figure 3 reports that hydrogen production augments by 74% when using a 1.00 g L−1 TiO2 concentration of 0.25 wt% Pd-TiO2, as compared to undoped TiO2. In addition, hydrogen production increases by 32% when using a 1.00 g L−1 TiO2 concentration of a 0.25 wt% Pd-TiO2 photocatalyst compared to the hydrogen obtained with a 0.15 g L−1 TiO2 concentration of 0.25 wt% Pd-TiO2. Thus, the formed hydrogen augments 1.5 times when the photocatalyst concentration increases approximately seven (7) times, from 0.15 to 1.00 g L−1. Given these results, the photocatalyst performance increase with the higher 1.00 g L−1 catalyst concentration was considered moderate, and the 0.15 g L−1 concentration was used in further experiments.

3.2. Photocatalytic Hydrogen Production under Visible Light

During the photocatalyst synthesis, palladium was present in a metallic state. However, it was oxidized later during the photocatalyst precursor calcination step. Therefore, a special and additional photocatalyst pretreatment step was implemented in the present study to ensure that most of the palladium was reduced to metallic palladium (Pd0) prior to hydrogen formation photocatalytic runs. The metallic state of Pd promoted a high photocatalytic activity of the TiO2 by trapping and storing the photogenerated electrons, thus reducing the rate of the electron-hole recombination [19].
To accomplish this, the prepared Pd-TiO2 photocatalyst was studied in the PCW-II reactor as follows: (a) 1-h of near-UV photoreduction using a 15 W BLB UV-Lamp; (b) 5 h of visible light employing a 15 W fluorescent visible light lamp.
Figure 4 reports the cumulative hydrogen production with the 0.25 wt% Pd-TiO2 in the PCW-II Reactor after 1 h of photocatalyst photoreduction under near-UV light, followed by 5 h of visible light [20].
Figure 5 reports the volumes of formed hydrogen after 1 h and 24 h of near-UV photoreduction pretreatment, followed by 5 h of visible light irradiation, using the 0.25 wt% Pd-TiO2 photocatalyst.
The photocatalyst yielded during the visible light irradiation period, 5.25 cm3 STP hydrogen. The 5.25 cm3 STP of formed H2 is 4 times larger than the hydrogen obtained with undoped TiO2 and 1.7 times greater than the hydrogen produced with the non-photoreduced 0.25 wt% Pd-TiO2, as reported by Rusinque et al. [21]. Results reported in Figure 5 for the 1 h photoreduced 0.25 wt% Pd-TiO2 are in line with the XPS analysis, which shows an 81.3% reduction of PdO to Pd0. Furthermore, for the 0.25 wt% Pd-TiO2 photocatalyst with 24 h of near-UV photoreduction pretreatment, a cumulative hydrogen volume of 29 cm3 STP was obtained, with this being consistent with a close to 100% reduction of PdO to Pd0, as confirmed with XPS.

3.3. Kinetic Modeling

The proposed kinetic model, as given by Equations (2)–(12), is based on the following assumptions [22]:
(a)
Reactions take place on the photocatalyst surface.
(b)
Reactions are elementary.
(c)
Adsorbed chemical species are in equilibrium with those in the bulk solution.
(d)
The concentration of water on the photocatalyst surface is constant.
(e)
The rate of electron-hole formation is proportional to the local volumetric rate of photon absorption (LVRPA).
(f)
The photocatalytic water splitting reactions take place in the PCW-II Reactor, with a 0.25 wt% Pd in TiO2, a 0.15 g L−1 photocatalyst concentration, an initial pH = 4 and 2.0 v/v% ethanol.
(g)
Water splits, forming intermediate OH and H radicals, with H reacting further and yielding molecular hydrogen.
(h)
Ethanol is consumed as an OH organic scavenger via different reaction pathways and forms various oxidation by-products, such as acetaldehyde, CO, and CO2.
(i)
Ethanol and its by-products are reduced via the generated H radicals, yielding methane and ethane.
The L–H kinetics can be established in terms of the gas phase species concentrations as follows:
r i = L V R P A   f [ H + ] k i I K i A C i 1 + j = 1 n K j A C j = k i * K i A C i 1 + j = 1 n K j A C j
where r represents the rate of reaction, LVRPA is the local volumetric rate of photon absorption, f [H+] denotes the pH influence on the photocatalytic reaction, k i * stands for the limiting rate constant of the reaction under the experimental conditions considered (mol gcat−1 h−1), K represents the equilibrium constant for the adsorption of the chemical species on the photocatalyst (L mol−1) and Cj is the chemical species concentration at any time t (mol L−1).
The k i * and K i A parameters in Equation (13) are functions of the initial concentration, Co, and the concentration at equilibrium, Ce. These variables can be predicted by simplifying Equation (13) into Equation (14) as follows:
r j   K j A C j 1 + K o A C o
By using Equation (14), a rate equation can be obtained for each chemical species formed during the photocatalytic water splitting reaction (e.g., hydrogen and by-products). Thus, a set of ordinary differential equations can be established based on the proposed “in series-parallel” reaction network.
One of the parameters accounted for in the L–H kinetic model is the equilibrium constant for the adsorption of the chemical species on the photocatalyst. To determine this constant, ethanol adsorption runs were carried out in the PCW-II Reactor under “dark” conditions (no irradiation). Adsorption runs were developed at the same conditions as the ones for the water splitting reactions. First, the reactor was loaded with 6 L of water at different ethanol concentrations (0.5 to 4 v/v%). Following this, 0.15 g L−1 of the 0.25 wt% Pd-TiO2 photocatalyst was added to the solution. The liquid slurry was recirculated for one hour to reach adsorption equilibrium. During this period, a liquid sample was taken every 10 min, and the ethanol concentration in the liquid at equilibrium (Ce) was measured using ultra-fast liquid chromatography (UFLC). Based on the experimental data, the maximum adsorption capacity was given by the following relation:
Q E t O H = Q E t O H , m a x K E t O H A C E t O H ( 1 + K E t O H A C E t O H )
where QEtOH is the ethanol solid-phase equilibrium concentration, Ce is the equilibrium concentration in the liquid phase (mol L−1), QETOH,max is the maximum solid adsorption capacity (mol gcat−1) and K is the adsorption constant (L mol−1) [23].
Figure 6 describes the Langmuir chemisorption isotherm obtained (QEtOH = QEtOH,max· K E t O H A ·CETOH/1 + K E t O H A ·CETOH). It shows that the ethanol adsorption on the 0.25 wt% Pd-TiO2 is of the chemisorption type. Furthermore, by using a Langmuir linearized equation, as shown in Figure 7, the ethanol adsorption parameters are determined for the 0.25 wt% Pd-TiO2 photocatalyst. These results are reported in Table 1.
Outcomes reported in Table 1 differ from those acquired by Escobedo et al. [16,24], who found that ethanol adsorbs on a 1.0wt% Pt-TiO2 with a QETOH,max of 0.163 mol−1 gcat. The QETOH,max obtained by Escobedo et al. is lower than the QETOH,max = 0.315 mol−1 gcat found in this research. The QETOH,max result from the present study was assigned to the 131 m2 g−1 specific surface area of the Pd-TiO2 photocatalyst of the present study, with 16–20 nm pores.
The ethanol adsorption isotherm obtained in the present study shows that for ethanol concentrations above 2.0 v/v%, the equilibrium adsorbent-phase concentration remains constant and close to saturation. Therefore, ethanol concentrations surpassing 2.0 v/v% in the photocatalytic water splitting reaction are not justified, given that they do not enhance the hydrogen production rate.

3.4. L–H Equations and the “In Series-Parallel” Reaction Network

The Langmuir–Hinshelwood (L–H) rate-based equations can be used to describe each one of the reaction steps involved in the water splitting reaction. A general expression of the Langmuir–Hinshelwood equation for this system is given by Equation (13).
Furthermore, the species balance for each component “i” involved in the photocatalytic water splitting reaction, in the batch PCW-II reactor, can be described by Equation (16):
r i = 1 W i r r d N i d t = V L W i r r d N i / V L d t = V L W i r r d C i d t
where Wirr represents the irradiated photocatalyst (gcat), VL is the reactor liquid slurry volume, Ni stands for the number of i moles (mol), t denotes the irradiation time (h) and Ci represents the concentration of the chemical species (mol L−1).
Furthermore, by inserting Equation (13) into Equation (16), the concentration changes of the individual chemical species can be described as follows:
d C i d t = ( W i r r / V L ) k i * K i A C i 1 + j = 1 n K i A C i
Thus, Equation (18) can be obtained from Equation (17) as follows:
d C i d t = k i K i A C i 1 + j = 1 n K i A C i
and:
k i = ( W i r r V L ) k i *
with k i being the apparent kinetic constant in Equation (19).
Given that the ethanol concentration was significantly higher than those of all other carbon containing by-products, the following inequality was considered:
K E t O H A C E t O H K H 2 A C H 2 + K C H 4 A C C H 4 + K C 2 H 6 A C C 2 H 6 + K C 2 H 4 A C C 2 H 4 + K C 2 H 4 O A C C 2 H 4 O + K C O 2 A C C O 2
Therefore, the ethanol equilibrium sorbent-phase concentration, Q EtOH , can be represented by Equation (20), considering 1 > K E t O H A C E t O H :
Q E t O H = Q E t O H   m a x K E t O H A C E t O H 1 + K E t O H A C E t O H Q E t O H , m a x
As a result, at a 2.0 v/v% ethanol concentration, the reaction rate for each chemical species resulting from both water splitting and redox reactions can be expressed as described in Appendix A and as reported in Table 2.

3.5. Kinetic Parameters Evaluation

The proposed kinetics of the present study, for hydrogen production (as reported in Table 2), involves 7 reactions and their respective kinetic parameters. These parameters were evaluated using the experimental data obtained utilizing a 0.25 wt% Pd-TiO2 photocatalyst, 2.0 v/v% ethanol concentration, 0.15 g L−1 photocatalyst loading and initial pH = 4.0 ±   0.05 . To accomplish this, minimization of an objective function involving a kinetic model prediction and experimental data was considered, as described in Equation (21).
i = 1 n ( V i , e x p V i , m o d e l ) 2 = m i n i m u m
with V i , e x p being the experimentally observed product species volumes at STP conditions, and V i , m o d e l being the calculated product species volumes at STP calculated using the proposed kinetics.
Cross-correlation analysis was also developed to establish the numerical interactions between the determined kinetic parameters. Cross-correlation coefficients were, in most cases, much smaller than 1, indicating the small numerical interactions between the determined parameters, as reported by Rusinque [25]. The proposed kinetics and kinetic parameters, as shown later in this manuscript, adequately describe the experimental data, when using near-UV and/or visible light irradiation, for the experimental conditions studied.

3.5.1. Kinetic Parameters under Near-UV Light

Figure 8a–g report a comparison of model predictions and experimental data, using the 0.25 wt% Pd-TiO2 photocatalyst, 0.15 g L−1 photocatalyst concentration, 2.0 v/v% ethanol, initial pH = 4 ± 0.05 and near-UV irradiation.
One significant feature reported in Figure 8a–g is the common linear trend, representing a steady increase of the obtained volumes of all chemical species at STP during the 6 h of irradiation, with no photoactivity decay.
Based on the proposed kinetics and the experimental data, the k2″, k3″, k4′, k6″, k7″, k8″ and k9′ intrinsic kinetic rate constants are reported in Table 3, along with their standard deviations and confidence intervals.
Table 3 shows the calculated intrinsic kinetic rate constants with limited standard deviations. These results point to the adequacy of the intrinsic rate constants under near-UV light. Regarding k1′ and k5′, they were set to 1.90 × 10−3 mol gcat−1 h−1 and 3.07 × 10−1 h−1 for OH radical formation and OH change, respectively. It is recommended to further analyze the validity of these set values in future research studies.
Following the kinetic modeling development, the model was validated using reconciliation plots, as reported in Figure 9. It was confirmed that the proposed kinetics provides a good prediction of all chemical species concentrations.

3.5.2. Kinetic Parameters under Visible Light

The adequacy of the “in series-parallel” model for water splitting was also evaluated, with the 0.25 wt% Pd-TiO2 being photoreduced for 1 h with near-UV light, followed by 5 h of visible light irradiation. The selected conditions for the experiments were as follows: 0.15 g L−1 photocatalyst; 2.0 v/v% ethanol; and initial pH of 4.0 ± 0.05 . Figure 10 reports the experimental and model predictions, which display a common linear increasing trend in the cumulative formation of hydrogen and various by-products. The hydrogen peroxide concentration was, however, the exception, yielding a non-linear trend, increasing first, and stabilizing later, as reported in Figure 10f.
Table 4 reports the seven determined intrinsic kinetic constants along with their small standard deviations and 95% confidence intervals. The k1′ constant was set to 3.45 × 10−4 mol gcat−1 h−1, while the k5′constant for the pH increase was set to 9.11 × 10−2 h−1.
As in the case of the photocatalyst irradiated with only near-UV light, the adequacy of the established kinetic model was further validated using reconciliation plots, as reported in Figure 11. It was observed that the proposed kinetics provide a good prediction of the experimental data, both hydrogen production and the formation of various by-products, under the visible light irradiation period.

3.6. Quantum Yield (QY) Evaluation

The quantum yield is a parameter used to evaluate the photon utilization efficiency in photocatalytic reactors [26]. For hydrogen production, a phenomenologically relevant quantum yield can be defined in terms of the hydrogen radical formation rate over the absorbed photon rate [27]. Therefore, a Q Y H % can be calculated as follows:
Q Y H % = [   moles   of   H / s moles   of   photons   absorbed   by   the   photocatalyst / s ] 100 .
with Q Y H % and Q Y H 2 % being related as follows:
Q Y H % = [ ( d N H d t ) P a ] 100 = 2   Q Y H 2; %   % = 2   [   ( d H 2 d t ) P a ] 100
where d N H d t represents the rate of the moles of hydrogen radicals formed over the photocatalyst absorbed photon rate.
The Q Y H % calculation requires the absorbed photon rate by the photocatalyst surface (Pa). To determine Pa, Macroscopic Irradiation Energy Balances (MIEB) are required. MIEB can be established by using a “photocatalyst control volume”, established by Salaices, Serrano and de Lasa [28] as follows:
P a = P i P b s P t
where Pa is the rate of absorbed photons, Pi represents the rate of photons reaching the reactor inner surface, Pbs stands for the rate of backscattered photons exiting the system and Pt denotes the rate of transmitted photons in Einstein/s. Additional information regarding MIEBs is provided by Rusinque et al. [25].

3.6.1. Evaluation of Quantum Yields under Near-UV Light

The calculated Q Y H % for the 0.25 wt% Pd-TiO2 mesoporous photocatalyst, using a 0.15 g L−1 photocatalyst concentration, 2.0 v/v% ethanol, an initial pH = 4 ± 0.05 and near-UV light was determined.
Figure 12 reports a consistent and steady Q Y H % over 6 h of near-UV irradiation. During the first hour under near-UV irradiation, the Q Y H % reaches a stable value of 13.7%, remaining constant during the following 5 h and showing the stable performance of the 0.25 wt% Pd-TiO2 photocatalyst. This Q Y H % is significantly higher than the 5.0% quantum yield obtained for the undoped TiO2, at the same experimental conditions. Furthermore, one can notice that this Q Y H % improved when compared to the 8% quantum yield reported by Escobedo et al. [29] for DP25 doped with Pt.
Further Q Y H % calculations were developed for the 0.25 wt% Pd–TiO2 at different photocatalyst concentrations. Figure 13 reports the Q Y H % obtained by augmenting the photocatalyst concentration from 0.15 g L−1 up to 1.00 g L−1. It was observed that there was a consistent increase of the Q Y H % , which remained stable during the entire irradiation period, with no noticeable photocatalyst activity decay. A detailed Q Y H % calculation is provided in Appendix B.
Thus, using a 0.25 wt% Pd loading on a TiO2 photocatalyst at 0.15 g L−1 and 1.00 g L−1 photocatalyst concentrations, and near-UV light, led to a favorable 13.7 Q Y H % and to a 34.8 Q Y H % respectively.

3.6.2. Evaluation of Quantum Yields under Visible Light

The Q Y H % for the mesoporous photocatalyst, doped with palladium (0.25%wt Pd-TiO2), was established under the following conditions: (a) photocatalyst slurry concentrations of 0.15 g L−1, (b) 2.0 v/v% ethanol, (c) pH = 4 ± 0.05 and (d) visible light. The Q Y H % was calculated for the photocatalyst under two different conditions: (1) photocatalyst irradiated with visible light for 6 h, and (2) photocatalyst photoreduced for 1 h first under near-UV light and then irradiated with visible light for the remaining 5 h.
The determined Q Y H % for the 0.25%wt Pd-TiO2 under visible light only was 1.13%. This Q Y H % was moderately higher than the 0.23% obtained for the undoped TiO2. This rather low Q Y H % for the Pd-TiO2 photocatalysts under visible light was attributed to the 49.8 wt% amount of metallic palladium present, as described in Section 4.2.
On the other hand, the Q Y H % for the 0.25 wt% Pd-TiO2, photoreduced for 1 h with near-UV light and then irradiated with visible light, was 1.6%. This can be the result of the 81.7 wt% Pd0 present, after 1 h of near-UV photoreduction, as shown in the photocatalyst characterization section of this paper.
Authors such as Ravishankar [30] reported a calculated quantum yield in the 0.36 to 0.43% range, for palladium loadings between 0.1 and 0.4 wt% under visible light. Thus, the Q Y H % obtained in the present study were 3–4 times larger than the ones reported by Ravishankar [30].
Figure 14 reports the Q Y H % for the 1 h near-UV photoreduced photocatalyst, exposed later to visible light. The 1.6% Q Y H % remains stable during the entire irradiation period, without noticeable photocatalyst deactivation.

3.6.3. Effect of Photoreduction Period on Quantum Yields

Given that the highest Q Y H % of 1.6% was observed for the 0.25 wt% Pd-TiO2 photocatalyst under 1 h of near-UV photoreduction, followed by 5 h of visible light irradiation, further Q Y H % evaluations were developed. To achieve this, the near-UV photocatalyst photoreduction period was extended from 1 h to 24 h.
Figure 15 and Table 5 report the Q Y H % obtained for the 24 h of near-UV photoreduction, followed by 5 h of visible light irradiation. The selected conditions for the reaction remained unchanged, as in previous experimental runs: (a) 2.0 v/v% ethanol; (b) initial pH = 4 ± 0.05; and (c) 0.15 g L−1 of TiO2.
It was observed that using the extended 24 h near-UV photoreduction rather than the 1 h provided a noticeable increase in the Q Y H % under visible light, with this reaching 8.80% as described in Figure 15. This Q Y H % is five times greater than the one for the photocatalyst photoreduced for 1 h under near-UV light. The observed rise in the Q Y H % was attributed to the almost 100 wt% of the palladium being present as Pd0, as shown with XPS, and reported in Section 4.2.
Considering the reaction path as per Equations (2) and (3), with one absorbed photon yielding one H radical, a maximum theoretical Q Y H % of 100% can be anticipated. The quantum yield for a 0.25%wt Pd-TiO2 photocatalyst with a concentration of 1.00 g L−1 under near-UV light was 34.8%. The quantum yield for a 0.25%wt Pd-TiO2 photocatalyst with a concentration of 0.15 g L−1 irradiated for 24 h under near-UV, followed by visible light irradiation, was 8.8%. Thus, the performance of the photocatalysts of the present study, as quantified using Q Y H % , can be considered promising.

4. Experimental Methodology

4.1. Photocatalyst Synthesis

The mesoporous photocatalyst was synthesized by a sol–gel method, using evaporation-induced self-assembly (EISA), as shown in Figure 16. For the photocatalyst preparation, the following reagents were used: (a) ethanol USP (C2H5OH) obtained from commercial alcohols; (b) hydrochloric acid (HCl, 37% purity); (c) a polymeric soft template (pluronic F-127 (PEO106PPO70PEO106); (d) anhydrous citric acid; (e) a titanium precursor (titanium IV isopropoxide); and (f) palladium (II) chloride (PdCl2, 99.9% purity). All the reagents were purchased from Sigma Aldrich (Oakville, ON, Canada).
During the condensation sol–gel photocatalyst synthesis, Pd was present in a metallic state. However, given that the organic template polymer had to be removed before photocatalyst use, a calcination step was implemented. As a result, palladium was oxidised. Thus, following calcination, palladium had to be reduced to Pdo. To accomplish this, the doping metal was contacted with 1 cm3/s of Ar/H2 gas blend (90/10%, Praxair) in a flow reactor at 500 °C for 3 h [16]. Under these conditions, palladium was partially reduced, as shown with the XPS analysis. Therefore, an additional step was implemented to ensure complete palladium reduction. The prepared Pd-TiO2 was irradiated with a BLB near UV-Lamp in the PCW-II reactor at room temperature for 60 min. More detailed information about the synthesis of the photocatalyst can be found in Rusinque et al. [20].

4.2. Photocatalyst Characterization

Various physicochemical techniques were used to assess the photocatalyst Pd-TiO2 properties, including chemical composition (elemental composition and chemical state), physical properties (surface area, pore size distribution and pore size, phase composition, metal dispersion and metal crystallite size) and band structure (band gap).
The BET (Brunauer–Emmett–Teller) method was employed to establish the 131 m2 g−1 specific surface area for the 0.25 wt% Pd-TiO2. Furthermore, by using the Barrett–Joyner–Halenda (BJH) method with an N2 desorption isotherm, the pore size distribution was found to be unimodal with an average pore size of 16.5 nm.
An H2 Temperature Programmed Reduction (TPR) of the Pd-TiO2 photocatalyst was carried out in a AutoChem II Analyzer (Micromeritics, Norcross, GA, U.S.A). The TPR analysis showed that palladium oxide reduction yields four distinctive TPR peaks [34]. The first negative peak, at 68 °C, was attributed to the decomposition of palladium β-hydride. The second broad peak, at 225 °C, was assigned to palladium oxide reduction. The third peak, at 415 °C, was ascribed to the interaction between the Pd species and the TiO2 support. The fourth one, at 594 °C, was attributed to the reduction of Ti+4 ions surface species [35,36].
Pulse Chemisorption allowed one to determine the fraction of metal active species available [37], and hydrogen chemisorption showed a high 75% metal dispersion for the 0.25 wt% Pd-TiO2.
The minimum TiO2 crystallite size was determined using the Scherrer Equation and the XRD peak, broadening to be 11 nm for 0.25 wt% Pd-TiO2. This compared to the 21 nm determined for undoped TiO2.
A UV–VIS–NIR Spectrophotometer (Shimadzu UV-3600, Nakagyo-ku, Kyoto, Japan) equipped with an integrating sphere was used to determine the band gap. It employed BaSO4 as a reference material [38]. By using the Kubelka–Munk (K–M) method, Tauc plots were developed to establish the corresponding band gap. When using the 0.25 wt% Pd-TiO2, a linear extrapolation yielded a 2.51 eV band gap, which was a smaller band gap than the 3.2 eV obtained from undoped TiO2.
Scanning electron microscopy (SEM) (Hitachi SU-8230, Atlanta, GA, USA) provided detailed high-resolution images of the photocatalyst as observed in Appendix C, showing the formation of photocatalyst agglomerates as large as 4 μm with 50 nm average crystallite sizes.
X-ray photoelectron spectroscopy (XPS) (Kratos AXIS Supra, Manchester, U.K) analysis was used to establish the elemental composition and the oxidation/reduction states in the first atomic layers of the palladium in the synthesized photocatalyst [39,40]. Quantitative XPS was carried out on the 0.25 wt% Pd-TiO2 as follows: (a) before photoreduction; (b) after 60 min of near-UV photoreduction; and (c) after 24 h of near-UV photoreduction. It was observed that there was a significant increase in Pd0: from 49.8% after photocatalyst synthesis to 81.7% after 1 h of near-UV irradiation, and up to close to 100% after 24 h under near-UV. Additional details regarding photocatalyst characterization can be found in Rusinque et al. [17,20,25,41].

4.3. Photo-CREC Water-II Reactor

The Photo-CREC Water-II (PCW-II) Reactor is an innovative photocatalytic slurry batch unit used for hydrogen production. It was developed at the CREC (Chemical Reactor Engineering Centre) at the University of Western Ontario. The unit is equipped, as shown in Figure 17, with the following components: (a) a tubular photocatalytic reactor equipped with two concentric tubes, a Pyrex glass inner tube and a near-UV opaque polyethylene outer tube; (b) a centrifugal pump; and (c) a hydrogen stirred storing/sealing tank. The light source (a near-UV lamp or, alternatively, a fluorescent visible light) is placed inside the transparent borosilicate glass tube. This Pyrex glass absorbs only 5% of the near-UV light emitted by the lamp [28]. The PCW-II reactor has a volume capacity of 6000 mL. The free-flowing slurry photocatalyst suspension circulates in the concentric annular space between the transparent Pyrex glass inner tube and the near-UV opaque polyethylene outer tube.
For the photocatalytic water splitting reactions with near-UV light, a 15 W Ushio Black Light Blue lamp was used. This lamp has a detected output power of 1.61 W and emits, on average, 325.1 kJ/photon moles. The irradiation spectrum emitted is in the range of 340 nm to 410 nm, with a maximum spectral peak identified at 368 nm [42]. On the other hand, for the visible light runs, a 15 W Philips mercury cool white lamp was used. The 1.48 W output power fluorescent lamp emits an average photon energy of 274.5 kJ/photon moles in the 300–700 nm range.

4.4. Photocatalytic Experiments

Photocatalytic experiments took place in the PCW-II reactor with a BLB near-UV lamp or, alternatively, with a fluorescent visible light lamp. The storage/mixing tank was initially loaded with 6000 mL of water and 2.0 v/v% of ethanol as a scavenger. The pH was adjusted at the beginning of the reaction to 4 ± 0.05, using H2SO4 [2 M]. The 0.25 wt% Pd-TiO2 photocatalyst was sonicated for 10 min to ensure good particle distribution. Then, 0.15 g L−1 of the photocatalyst were added to the solution. The lamp was turned on for 30 min prior to the reaction to achieve lamp stabilization. The photocatalyst was sonicated for 10 min prior to its addition to the reactor, to ensure uniform particle distribution.
Once a uniform photocatalyst dispersion was achieved in the reactor, after turning on the pump, the mixing tank was sealed. Argon was used as an inert gas for oxygen removal, from the gas phase, in the hydrogen storage tank. Gas and liquid samples were taken every hour.

4.5. Analytical Techniques

A Shimadzu GC2010 Gas Chromatograph (Mandel, Guelf, ON, Canada) with argon (Praxair 99.999%) as a carrier gas was employed to analyze the gas phase chemical species. The Gas Chromatograph unit was equipped with a HayeSepD 100/120 mesh packed column (9.1 m × 2 mm × 2 μm nominal SS) (Sigma Aldrich, Oakville, ON, Canada) used for the separation of hydrogen from air. Additional details and information regarding the GC analysis of the Pd-TiO2 photocatalyst are provided in Appendix D.
A Shimadzu HPLC Model UFLC (ultra-fast liquid chromatography) System was utilized, with 0.1% H3PO4 as a mobile phase, to analyze the liquid phase. The column used was the Supelcogel C-610H 30 cm × 7.8 mm ID. This quantitative analysis was performed by employing the RID (Refractive Index Detector) 10A, due to the polar nature of ethanol. The HPLC separated ethanol from water for further quantification.
Regarding the H2O2, the low concentrations (0–10 mg L−1) were determined using a colorimetric method in conjunction with a spectrophotometer Spectronic 200+ from Thermo Spectronic (Thermo Fischer, Mississauga, ON, Canada). The H2O2 was detected with KI and N-dimethyl-p-phenylenediamine (DPD). The collected sample was mixed with ammonium molybdate, which decomposes the H2O2 and allows the KI to be oxidized to iodine [30]. The formed iodine oxidizes the DPD compound, generating a pink color. The pink color was then measured at 530 nm using a spectrophotometer (Spectronic 200+, Thermo Spectronic, which provides a 340 nm to 950 nm wavelength range and a nominal spectral bandwidth of 20 nm.
All the reagents used for hydrogen peroxide detection were purchased from Hach® (London, ON, Canada). A commercial H2O2 technical-grade solution (30% w/w of H2O2) was supplied by BioShop Canada (Burlington, ON, Canada).
The pH was measured with a digital pH meter Thermo Scientific Orion Star, with an accuracy of ± 0.05 . The pH was monitored in the slurry every hour, to determine its effect during the photocatalytic reaction.

5. Conclusions

(a)
Suitable kinetics can be implemented for hydrogen production when using a mesoporous Pd-TiO2 photocatalyst synthesized using a sol–gel method.
(b)
The state of the added palladium as Pd0 in the Pd-TiO2 photocatalyst is critical to achieving high hydrogen formation rates.
(c)
The proposed kinetics can be successfully evaluated in a Photo-CREC Water-II Reactor with controlled photon absorption rates.
(d)
An “in series-parallel” reaction network is found to be suitable for the hydrogen formation kinetics when using a 0.25%wt Pd-TiO2 photocatalyst.
(e)
A best 34.8 Q Y H % can be obtained under near-UV light when employing a 0.25 wt% Pd-TiO2 photocatalyst at a 1.00 g L−1 concentration.
(f)
A best 8.80 Q Y H % can be achieved under visible light when using a 24 h near-UV photoreduced 0.25 wt% Pd-TiO2 at a 0.15 g L−1 concentration.

Author Contributions

Conceptualization, investigation, writing, editing, reviewing final version of the original manuscript and supervision, H.d.L.; technical methodology, editing, reviewing final version of the original manuscript and co-supervision, S.E.; investigation, experimental methodology, reaction mechanism, kinetic model, formal analysis and writing original draft and final article, B.R. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the RGPIN-2021-03743 Natural Sciences and Engineering Research Council of Canada (NSERC) grant awarded to Hugo de Lasa.

Data Availability Statement

The data supporting this research is reported within the manuscript and the references given in the text.

Acknowledgments

We would like to thank Florencia de Lasa, who assisted with the editing of this paper and the 3D modeling of the graphical abstract.

Conflicts of Interest

The authors declare no conflict of interest.

Nomenclature

CeConcentration in the liquid of adsorbate at equilibrium
COCarbon monoxide
CO2Carbon dioxide
CH4Methane
C2H6Ethane
C2H4Ethylene
C2H4OAcetaldehyde
DpPore diameter (cm)
eElectron
h+Hole
F-127Poly (ethylene oxide)/poly (propylene oxide)/poly (ethylene oxide)
HHydrogen radical
H2Molecular Hydrogen
H2OWater
H2O2Hydrogen Peroxide
KAdsorption constant
L-HLangmuir-Hinshelwood
n m Reaction rate order
OHHydroxide ions
OHHydroxyl radical
PdPalladium
PdCl2Palladium II chloride
PEOPoly (ethylene oxide)
PPOPoly (propylene oxide)
QeEquilibrium adsorbent-phase concentration
Qe,maxMaximum adsorption capacity
tTime (h)
TiO2Titanium dioxide
Acronyms
BLBBlack Light Blue Lamp
BETBrunauer–Emmett–Teller Surface Area Method
DP25Degussa P25 (TiO2)
DPDN, N-dimethyl-p-phenylenediamine
EISAEvaporation-Induced-Self-Assembly
FIDFlame Ionization Detector
GCGas Chromatography
HPLCHigh Performance Liquid Chromatography
LVRPALocal Volumetric Rate of Photon Absorption
MIEBMacroscopic Irradiation Energy Balance
PCW-IIPhoto-CREC Water-II Reactor
pHPotential of Hydrogen
Q Y H % Quantum Yield based on H radicals formed
Q Y H 2 % Quantum Yields based on H2 formed
STPStandard Temperature and Pressure (273 K and 1 atm)
TPRTemperature Programmed Reduction
TCDThermal Conductivity Detector
UVUltraviolet
VBValence Band
VISVisible light
XPSX-ray Photoelectron Spectroscopy
XRDX-ray Diffraction

Appendix A. Kinetic Modeling

Reaction rates for the formed oxidation by-products can be modeled as a function of the ethanol adsorbed species as follows:
r = k i   K j A Q E t O H , m a x
  • For oxidation steps
    (a)
    Acetaldehyde (C2H4O)
    C 2 H 5 OH + 2 OH k 2   C 2 H 4 O + 2 H 2 O
    r E t O H = 1 2 r O H = r C 2 H 4 O = 1 2 r H 2 O
    r O H = 2   r C 2 H 4 O
    r O H = 2   k 2   Q E t O H , m a x   Q O H n 1
    r C 2 H 4 O = k 2   Q E t O H , m a x   Q O H n 1
    (b)
    Carbon Dioxide (CO2)
    C 2 H 5 OH + 12 OH k 3   2 CO 2 + 9 H 2
    r E t O H = 1 12 r O H = 1 2 r C O 2 = 1 9 r H 2 O
    r O H = 6   r C O 2
    r O H = 6   k 3   Q E t O H , m a x   Q O H n 2
    r C O 2 = k 3   Q E t O H , m a x   Q O H n 2
    (c)
    Hydrogen Peroxide (H2O2)
    OH + OH k 4 H 2 O 2
    1 2 r O H = r H 2 O 2
    r O H = 2   r H 2 O 2
    r O H = 2   k 4 Q O H 3
    r H 2 O 2 = k 4 Q O H n 3
    (d)
    pH Variation
    OH k 5   e + OH
    r O H = r O H
    r O H = k 5 Q O H 4
    r O H = k 5 Q O H n 4
    (e)
    Hydroxyl Radical (OH) Consumption—Formation
    r O H = k 1 2   k 2   Q E t O H , m a x   Q O H n 1 6   k 3 Q E t O H , m a x   Q O H n 2 2   k 4   Q O H n 3 k 5   Q O H n 4
By applying the steady state d N O H d t = 0 and the quasi-constant ethanol concentration approximations, this results in the following equation:
k 1 = 2   k 2   Q E t O H , m a x   Q O H   n 1 + 6   k 3 Q E t O H , m a x   Q O H n 2 + 2   k 4   Q O H n 3 + k 5   Q O H n 4
Given that, from the OH radicals formed, only a fraction of them is consumed at any given irradiation time, at a steady state, the hydroxyl radical concentration can be considered close to constant ( Q O H c o n s t a n t ) and can be expressed as:
k 1 = 2   k 2   Q E t O H , m a x + 6   k 3   Q E t O H , m a x + 2   k 4 + k 5
with ki = ki QOH•.
Consider n m as the reaction rate order for each by-product.
2.
For reduction steps
Reaction rates for the formed reduction steps can be modeled as a function of the H and ethanol adsorbed species as follows:
(a)
Methane (CH₄)
C 2 H 5 OH + 4 H   k 6   2 CH 4 + H 2 O
r E t O H = 1 4 r H = 1 2 r C H 4 = r H 2 O
r H = 2 r C H 4
r H = 2   k 6 Q E t O H , m a x   Q H n 5
r C H 4 = k 6 Q E t O H , m a x   Q H n 5
(b)
Ethane (C₂H₆)
C 2 H 5 OH + 2 H   k 7   C 2 H 6 + H 2 O
r E t O H = 1 2 r H = r C 2 H 6 = r H 2 O
r H = 2 r C 2 H 6
r H = 2   k 7   Q E t O H , m a x   Q H n 6
r C 2 H 6 = k 7   Q E t O H , m a x   Q H n 6
(c)
Ethylene (C2H4)
C 2 H 5 OH   k 8   C 2 H 4 + H 2 O
r E t O H = r C 2 H 4 = r H 2 O
r C 2 H 4 = k 8   Q E t O H , m a x
(d)
Hydrogen (H2)
2 H   k 9   H 2
1 2 r H = r H 2
r H = 2   r H 2
r H = 2   k 9   Q H n 7
r H 2 = k 9   Q H n 7
(e)
H• Consumption—Formation
r H = r H 2 r C H 4 2 r C 2 H 6 2 r H
Considering that r H = r O H , then:
r H = k 1 2   k 6   Q E t O H , m a x   Q H n 5 2   k 7   Q E t O H , m a x   Q H n 6 2   k 9   Q H n 7
By applying the steady-state approximation d N H d t = 0 , and the ethanol concentration inequality, this results in Equation (A14):
k 1 = 2   k 6   Q E t O H , m a x   Q H n 5 + 2   k 7   Q E t O H , m a x   Q H n 6 + 2   k 9   Q H n 7
In addition, given that, at any given irradiation time, the H• radicals can be at a steady state, the hydroxyl radicals concentration is close to constant ( Q H c o n s t a n t ) and Equation (A14) can be expressed as:
k 1 = 2   k 6   Q E t O H , m a x + 2   k 7   Q E t O H , m a x + 2   k 9
with ki = ki QH•.

Appendix B. Quantum Yield Calculation

The Q Y H %   can be defined as the number of moles of hydrogen radicals produced per absorbed photons on the photocatalyst surface.
A sample Q Y H % calculation given below considers a hydrogen production rate of 0.2159 μmol*cm−3 h−1, using: (a) 0.25 wt.% Pd-TiO2; (b) a photocatalyst concentration of 1.0 g L−1; (c) ethanol at 2.0 v/v%; (d) initial pH = 4 ± 0.05; (e) near-UV light; (f) a gas phase volume in the reactor of 5716 cm3, and (g) Pa = 1.97 × 10−6 Einstein s−1.
Q Y H = 2 ( 0.2159 μ mol cm 3 h ) ( 6.022 × 10 23   photon mol   H 2 ) ( 1 h 3600   s ) 1.97 × 10 6   Einsteins / s
Q Y H = 34.8 %

Appendix C. Scanning Electron Microscopy (SEM)

Scanning Electron Microscopy (SEM) provides detailed high-resolution images of the 0.25 wt% Pd-TiO2 photocatalyst.
The semiconductor material was analyzed by scanning electron microscopy using a Hitachi SU8230 Regulus ultra-high resolution field emission scanning electron microscope (FESEM). SEM imaging was performed using accelerating voltages ranging from 1 to 2 kV, as observed in Figure A1.
Figure A1. Scan Electron Microscope images for the 0.25 wt% Pd-TiO2 photocatalyst at two different accelerating voltages: (a) 1.0 kV; and (b) 2.0 kV.
Figure A1. Scan Electron Microscope images for the 0.25 wt% Pd-TiO2 photocatalyst at two different accelerating voltages: (a) 1.0 kV; and (b) 2.0 kV.
Catalysts 12 00113 g0a1

Appendix D. Detection of H2 and Carbon Containing Species by a Shimadzu CG 2010

The several gases produced from the photocatalytic water splitting reaction with ethanol as a scavenger were quantified using a Shimadzu GC2010 Gas Chromatograph (Nakagyo-ku, Kyoto, Japan). Samples were taken every hour.
To accomplish this, argon (Praxair 99.999%) was used as a gas carrier. The GC was equipped with two detectors: a Flame Ionization Detector (Nakagyo-ku, Kyoto, Japan) (FID) coupled with a Methanizer and a Thermal Conductivity Detector (TCD). As a result, the analytical equipment employed was able to detect hydrogen (H2), carbon monoxide (CO), methane (CH4), carbon dioxide (CO2), ethane (C2H6), ethylene (C2H4), acetaldehyde (C2H4O) and ethanol (C2H5OH).
The GC method used for the gas phase analysis is described as follows:
Column:
Temperature: 50 °C, equilibration time: 0.2 min
Table A1. Column Oven Temperature Program.
Table A1. Column Oven Temperature Program.
RateTemperature (°C)Hold Time (min)
-504
20.020018.5
FID:
Temperature: 230 °C, sample rate: 40 ms, make up gas: hydrogen
TCD:
Temperature: 210 °C, sample rate: 40 ms, make up gas: argon
Typical chromatograms obtained for hydrogen and carbon-containing by-products using the employed programmed oven temperature method are reported in Figure A2 and Figure A3. Air detected via the TCD was attributed to the air contained in the needle when injecting the gas sample into the GC. This air gas volume is negligible and was disregarded in the product analysis.
Figure A2. Hydrogen peak as detected by the TCD.
Figure A2. Hydrogen peak as detected by the TCD.
Catalysts 12 00113 g0a2
Figure A3. Carbon containing product species peaks as detected by the FID for: (a) carbon monoxide (CO); (b) methane (CH4); (c) carbon dioxide (CO2); (d) ethylene (C2H4); (e) ethane (C2H6); (f) acetaldehyde (C2H4O); and (g) ethanol (C2H5OH).
Figure A3. Carbon containing product species peaks as detected by the FID for: (a) carbon monoxide (CO); (b) methane (CH4); (c) carbon dioxide (CO2); (d) ethylene (C2H4); (e) ethane (C2H6); (f) acetaldehyde (C2H4O); and (g) ethanol (C2H5OH).
Catalysts 12 00113 g0a3
The H2 gas chromatographic peaks were quantified using the TCD calibration, as reported in Figure A4. Calibration was established by using an H2 certified standard gas mixture sample (10% H2 and 90% He Praxair) and different hydrogen volumes (0.1, 0.2, 0.3, 0.4, 0.5 and 0.6 mL). Injected sample gas volumes were at room temperature and standard pressure conditions (25 °C and 1 atm).
Figure A4. Calibration curve using the Shimadzu GC 2010 for hydrogen.
Figure A4. Calibration curve using the Shimadzu GC 2010 for hydrogen.
Catalysts 12 00113 g0a4

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Figure 1. Schematic description of hydrogen formation reaction steps using Pd-TiO2 as a photocatalyst and ethanol as a scavenger.
Figure 1. Schematic description of hydrogen formation reaction steps using Pd-TiO2 as a photocatalyst and ethanol as a scavenger.
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Figure 2. Cumulative hydrogen volumes produced using an undoped TiO2 photocatalyst and a 0.25 wt% Pd-TiO2 photocatalyst. Conditions: 0.15 g L−1 photocatalyst concentration; 2.0 v/v% ethanol; initial pH = 4 ± 0.05; 6 h under near-UV light. Note: at least three repeats were performed per experiment.
Figure 2. Cumulative hydrogen volumes produced using an undoped TiO2 photocatalyst and a 0.25 wt% Pd-TiO2 photocatalyst. Conditions: 0.15 g L−1 photocatalyst concentration; 2.0 v/v% ethanol; initial pH = 4 ± 0.05; 6 h under near-UV light. Note: at least three repeats were performed per experiment.
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Figure 3. Cumulative hydrogen production using an undoped TiO2 and a 0.25 wt% Pd-TiO2 at catalyst concentrations of 0.15 and 1.00 g L−1. Conditions: 2.0 v/v% ethanol, initial pH = 4 ± 0.05 and 6 h under near-UV light. Note: at least three repeats per experiment were performed.
Figure 3. Cumulative hydrogen production using an undoped TiO2 and a 0.25 wt% Pd-TiO2 at catalyst concentrations of 0.15 and 1.00 g L−1. Conditions: 2.0 v/v% ethanol, initial pH = 4 ± 0.05 and 6 h under near-UV light. Note: at least three repeats per experiment were performed.
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Figure 4. Cumulative formed hydrogen using 0.25 wt% Pd-TiO2 and a 0.15 g L−1 photocatalyst concentration. Conditions: 1 h near-UV light photoreduction; 5 h of visible light; 2.0 v/v% ethanol; initial pH = 4 ± 0.05. Note: at least three repeats per experiment were performed.
Figure 4. Cumulative formed hydrogen using 0.25 wt% Pd-TiO2 and a 0.15 g L−1 photocatalyst concentration. Conditions: 1 h near-UV light photoreduction; 5 h of visible light; 2.0 v/v% ethanol; initial pH = 4 ± 0.05. Note: at least three repeats per experiment were performed.
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Figure 5. Comparative cumulative hydrogen volume obtained during 5 h of visible light irradiation using the 0.25 wt% Pd-TiO2 photoreduced photocatalyst as follows: (a) hydrogen volume under visible light after 24 h of near-UV exposure; (b) hydrogen volume under visible light after 1 h of near-UV exposure. Photocatalyst conditions: 0.15 g L−1 photocatalyst concentration; 2.0 v/v% ethanol; and initial pH = 4 ± 0.05. Notes: There were at least three repeats per experiment.
Figure 5. Comparative cumulative hydrogen volume obtained during 5 h of visible light irradiation using the 0.25 wt% Pd-TiO2 photoreduced photocatalyst as follows: (a) hydrogen volume under visible light after 24 h of near-UV exposure; (b) hydrogen volume under visible light after 1 h of near-UV exposure. Photocatalyst conditions: 0.15 g L−1 photocatalyst concentration; 2.0 v/v% ethanol; and initial pH = 4 ± 0.05. Notes: There were at least three repeats per experiment.
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Figure 6. Ethanol adsorbed on 0.25 wt% Pd-TiO2 photocatalyst.
Figure 6. Ethanol adsorbed on 0.25 wt% Pd-TiO2 photocatalyst.
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Figure 7. Linearized Langmuir equilibrium isotherm for ethanol on 0.25 wt% Pd-TiO2.
Figure 7. Linearized Langmuir equilibrium isotherm for ethanol on 0.25 wt% Pd-TiO2.
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Figure 8. Cumulative chemical species volumes obtained under near-UV: (a) methane; (b) ethane; (c) ethylene; (d) acetaldehyde; (e) CO2; (f) H2O2; and (g) H2. Experimental data are represented by (○) filled with different colors, each color represents a different experimental run, and model predictions are represented with solid lines. Experimental conditions: 0.25 wt% Pd-TiO2; 0.15 g L−1 photocatalyst concentration; initial pH = 4.0 ± 0.05; and 2.0 v/v% ethanol.
Figure 8. Cumulative chemical species volumes obtained under near-UV: (a) methane; (b) ethane; (c) ethylene; (d) acetaldehyde; (e) CO2; (f) H2O2; and (g) H2. Experimental data are represented by (○) filled with different colors, each color represents a different experimental run, and model predictions are represented with solid lines. Experimental conditions: 0.25 wt% Pd-TiO2; 0.15 g L−1 photocatalyst concentration; initial pH = 4.0 ± 0.05; and 2.0 v/v% ethanol.
Catalysts 12 00113 g008aCatalysts 12 00113 g008b
Figure 9. Reconciliation plot for predicted and experimentally observed species volumes. Notes: (a) hydrogen volumes: 0 to 113 cm3 STP; (b) CO2, CH4, C2H4O, C2H6 and C2H4 volumes, 0 to 1.8 cm3; and (c) hydrogen peroxide volumes, 0 to 0.0022 cm3 STP. Conditions: 0.25 wt% Pd-TiO2 photocatalyst; 0.15 g L−1 photocatalyst concentration; near-UV light. Experimental error of ± 3.4%.
Figure 9. Reconciliation plot for predicted and experimentally observed species volumes. Notes: (a) hydrogen volumes: 0 to 113 cm3 STP; (b) CO2, CH4, C2H4O, C2H6 and C2H4 volumes, 0 to 1.8 cm3; and (c) hydrogen peroxide volumes, 0 to 0.0022 cm3 STP. Conditions: 0.25 wt% Pd-TiO2 photocatalyst; 0.15 g L−1 photocatalyst concentration; near-UV light. Experimental error of ± 3.4%.
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Figure 10. Cumulative chemical species volumes obtained under 1 h of near-UV followed by 5 h of visible light near-UV: (a) methane; (b) ethane; (c) ethylene; (d) acetaldehyde; (e) CO2; (f) H2O2; and (g) H2. Experimental data are represented by (○) filled with different colors, each color represents each experimental run, and model predictions are represented with solid lines. Experimental conditions: 0.25 wt% Pd-TiO2; 0.15 g L−1 photocatalyst concentration; initial pH = 4.0 ± 0.05; and 2.0 v/v% ethanol.
Figure 10. Cumulative chemical species volumes obtained under 1 h of near-UV followed by 5 h of visible light near-UV: (a) methane; (b) ethane; (c) ethylene; (d) acetaldehyde; (e) CO2; (f) H2O2; and (g) H2. Experimental data are represented by (○) filled with different colors, each color represents each experimental run, and model predictions are represented with solid lines. Experimental conditions: 0.25 wt% Pd-TiO2; 0.15 g L−1 photocatalyst concentration; initial pH = 4.0 ± 0.05; and 2.0 v/v% ethanol.
Catalysts 12 00113 g010aCatalysts 12 00113 g010b
Figure 11. Reconciliation plot for predicted and experimentally observed species volumes. Notes: (a) hydrogen volumes, 0 to 10 cm3 STP; (b) CO2, CH4, C2H4O, C2H6 and C2H4 volumes, 0 to 0.5 cm3; and (c) hydrogen peroxide volumes, 0 to 0.0022 cm3 STP. Conditions: 0.25 wt% Pd-TiO2 photocatalyst. Experimental error of ± 5.5%.
Figure 11. Reconciliation plot for predicted and experimentally observed species volumes. Notes: (a) hydrogen volumes, 0 to 10 cm3 STP; (b) CO2, CH4, C2H4O, C2H6 and C2H4 volumes, 0 to 0.5 cm3; and (c) hydrogen peroxide volumes, 0 to 0.0022 cm3 STP. Conditions: 0.25 wt% Pd-TiO2 photocatalyst. Experimental error of ± 5.5%.
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Figure 12. Q Y H % for a 0.25 wt% Pd-TiO2 and for undoped TiO2 at various irradiation times, under near-UV Light. Conditions: 0.15 g L−1 of photocatalyst; initial pH = 4 ± 0.05; 2.0 v/v% ethanol.
Figure 12. Q Y H % for a 0.25 wt% Pd-TiO2 and for undoped TiO2 at various irradiation times, under near-UV Light. Conditions: 0.15 g L−1 of photocatalyst; initial pH = 4 ± 0.05; 2.0 v/v% ethanol.
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Figure 13. Q Y H % at various irradiation times under near-UV irradiation using 0.15 and 1.00 g L−1 photocatalyst concentrations. Note: 0.25 wt% Pd on TiO2; 2.0 v/v% ethanol. Initial pH = 4 ± 0.05.
Figure 13. Q Y H % at various irradiation times under near-UV irradiation using 0.15 and 1.00 g L−1 photocatalyst concentrations. Note: 0.25 wt% Pd on TiO2; 2.0 v/v% ethanol. Initial pH = 4 ± 0.05.
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Figure 14. Q Y H % for the 0.25 wt% Pd-TiO2 photocatalyst, at 0.15 g L−1 photocatalyst concentration, and various visible light irradiation times. Initial pH = 4 ± 0.05 and 2.0 v/v% ethanol. Note: the photocatalyst reported with the pink line was photoreduced for 1 h under near-UV light, followed by 5 h of visible light irradiation.
Figure 14. Q Y H % for the 0.25 wt% Pd-TiO2 photocatalyst, at 0.15 g L−1 photocatalyst concentration, and various visible light irradiation times. Initial pH = 4 ± 0.05 and 2.0 v/v% ethanol. Note: the photocatalyst reported with the pink line was photoreduced for 1 h under near-UV light, followed by 5 h of visible light irradiation.
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Figure 15. Q Y H % at various visible light irradiation times: (a) 1 h of near-UV photoreduction, followed by 5 h of visible light irradiation; and (b) 24 h of near-UV photoreduction, followed by 5 h of visible light irradiation. Note: Conditions: 0.15 g L−1 concentration of 0.25 wt% Pd on TiO2; 2.0 v/v% ethanol; initial pH = 4 ± 0.05.
Figure 15. Q Y H % at various visible light irradiation times: (a) 1 h of near-UV photoreduction, followed by 5 h of visible light irradiation; and (b) 24 h of near-UV photoreduction, followed by 5 h of visible light irradiation. Note: Conditions: 0.15 g L−1 concentration of 0.25 wt% Pd on TiO2; 2.0 v/v% ethanol; initial pH = 4 ± 0.05.
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Figure 16. Schematic description of the Pd-TiO2 photocatalyst synthesis: (a) self-assembly step, ethanol acts as a hydrophilic compound attaching to the hydrophobic PPO core of the polymer F-127; (b) condensation step, micelles of the amphiphilic block copolymer are created, (c) the PEO tails become attached to the metallic precursor TiO2, forming a hybrid layer; and (d) surfactant removal step, the resultant gel is calcined for 6 h at 500 °C, yielding a well-defined 3D crystalline mesoporous titanium photocatalyst [31,32,33].
Figure 16. Schematic description of the Pd-TiO2 photocatalyst synthesis: (a) self-assembly step, ethanol acts as a hydrophilic compound attaching to the hydrophobic PPO core of the polymer F-127; (b) condensation step, micelles of the amphiphilic block copolymer are created, (c) the PEO tails become attached to the metallic precursor TiO2, forming a hybrid layer; and (d) surfactant removal step, the resultant gel is calcined for 6 h at 500 °C, yielding a well-defined 3D crystalline mesoporous titanium photocatalyst [31,32,33].
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Figure 17. Schematic representation of the Photo-CREC Water-II Reactor: (a) tubular Photo-CREC Water-II Reactor with downflow slurry circulation; (b) centrifugal pump; and (c) sealed hydrogen storage tank.
Figure 17. Schematic representation of the Photo-CREC Water-II Reactor: (a) tubular Photo-CREC Water-II Reactor with downflow slurry circulation; (b) centrifugal pump; and (c) sealed hydrogen storage tank.
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Table 1. Adsorption Constants for Ethanol when Using the 0.25 wt% Pd-TiO2.
Table 1. Adsorption Constants for Ethanol when Using the 0.25 wt% Pd-TiO2.
K E t O H A QEtOH,max
1.26 mol−1 L0.315 mol−1 gcat
Table 2. Proposed Reaction Rates for the Chemical Species Formed in the Photocatalytic Water Splitting Reaction using Ethanol as an Organic Scavenger.
Table 2. Proposed Reaction Rates for the Chemical Species Formed in the Photocatalytic Water Splitting Reaction using Ethanol as an Organic Scavenger.
Chemical SpeciesReaction Rate
Acetaldehyde r C 2 H 4 O = k 2 Q E t O H , m a x = k 2
Carbon Dioxide r C O 2 = k 3   Q E t O H , m a x = k 3
Hydrogen Peroxide r H 2 O 2 = k 4
Methane r C H 4 = k 6   Q E t O H , m a x = k 6
Ethane r   C 2 H 6 = k 7   Q E t O H , m a x = k 7
Ethylene r C 2 H 4 = k 8 Q E t O H , m a x = k 8
Hydrogen r H 2 = k 9
Table 3. Intrinsic Kinetic Rate Constants for Hydrogen and By-Products under Near-UV light with 2.0 v/v% Ethanol. The Q E t O H ,   m a x adsorption constant for ethanol was set to 0.3 mol gcat−1, as shown in Section 3.3.
Table 3. Intrinsic Kinetic Rate Constants for Hydrogen and By-Products under Near-UV light with 2.0 v/v% Ethanol. The Q E t O H ,   m a x adsorption constant for ethanol was set to 0.3 mol gcat−1, as shown in Section 3.3.
Intrinsic Kinetic Rate Constant (mol gcat−1 h−1) STD   ( ± ) Confidence Interval
k29.09 × 10−63.93 × 10−78.72 × 10−7
k33.28 × 10−63.11 × 10−77.23 × 10−7
k41.67 × 10−56.89 × 10−71.48 × 10−6
k61.71 × 10−61.74 × 10−74.16 × 10−7
k77.75 × 10−66.79 × 10−71.52 × 10−6
k81.50 × 10−54.61 × 10−79.98 × 10−7
k99.10 × 10−42.92 × 10−54.85 × 10−5
Table 4. Intrinsic Kinetic Rate Constants for Hydrogen Production and By-Product Formation under Visible Light, with 2.0 v/v% Ethanol. Photocatalyst was photoreduced for 1 h under near-UV. The Q E t O H ,   m a x adsorption constant was set to 0.315 mol gcat−1, as shown in Section 3.3.
Table 4. Intrinsic Kinetic Rate Constants for Hydrogen Production and By-Product Formation under Visible Light, with 2.0 v/v% Ethanol. Photocatalyst was photoreduced for 1 h under near-UV. The Q E t O H ,   m a x adsorption constant was set to 0.315 mol gcat−1, as shown in Section 3.3.
Intrinsic Kinetic Rate Constant (mol gcat−1 h−1) STD   ( ± ) 95% Confidence Interval
k21.15 × 10−97.03 × 10−112.14 × 10−10
k34.98 × 10−93.07 × 10−108.98 × 10−10
k43.68 × 10−54.90 × 10−61.01 × 10−5
k61.15 × 10−97.03 × 10−112.14 × 10−10
k76.53 × 10−92.31 × 10−106.70 × 10−10
k82.18 × 10−87.70 × 10−102.15 × 10−9
k95.11 × 10−77.01 × 10−81.76 × 10−7
Table 5. Quantum Yields Using a 0.25%wt Pd-TiO2 Photocatalyst Based on moles of H2 and H at different conditions.
Table 5. Quantum Yields Using a 0.25%wt Pd-TiO2 Photocatalyst Based on moles of H2 and H at different conditions.
Conditions Q Y H 2 % (%) = [ ( d N H 2 d t ) P a ] 100 Q Y H ( % ) = [   ( d N H d t ) P a ] 100
  • Near-UV irradiation
  • Photocatalyst concentration: 1.00 g L−1
  • Ethanol concentration: 2.0 v/v%
  • Initial pH: 4 ± 0.05
17.434.8
  • Near-UV irradiation.
  • Photocatalyst concentration: 0.15 g L−1
  • Ethanol concentration: 2.0 v/v%
  • Initial pH: 4 ± 0.05
6.913.7
  • 5 h of visible light, after 24 h
  • under near-UV irradiation.
  • Photocatalyst concentration: 0.15 g L−1
  • Ethanol concentration: 2.0 v/v%
  • Initial pH: 4 ± 0.05
4.48.8
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Rusinque, B.; Escobedo, S.; de Lasa, H. Kinetic Modeling and Quantum Yields: Hydrogen Production via Pd-TiO2 Photocatalytic Water Splitting under Near-UV and Visible Light. Catalysts 2022, 12, 113. https://doi.org/10.3390/catal12020113

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Rusinque B, Escobedo S, de Lasa H. Kinetic Modeling and Quantum Yields: Hydrogen Production via Pd-TiO2 Photocatalytic Water Splitting under Near-UV and Visible Light. Catalysts. 2022; 12(2):113. https://doi.org/10.3390/catal12020113

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Rusinque, Bianca, Salvador Escobedo, and Hugo de Lasa. 2022. "Kinetic Modeling and Quantum Yields: Hydrogen Production via Pd-TiO2 Photocatalytic Water Splitting under Near-UV and Visible Light" Catalysts 12, no. 2: 113. https://doi.org/10.3390/catal12020113

APA Style

Rusinque, B., Escobedo, S., & de Lasa, H. (2022). Kinetic Modeling and Quantum Yields: Hydrogen Production via Pd-TiO2 Photocatalytic Water Splitting under Near-UV and Visible Light. Catalysts, 12(2), 113. https://doi.org/10.3390/catal12020113

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