Katharina A Domnanich1,2,3, Gregory W Severin1,2,3. 1. Department of Chemistry, Michigan State University, East Lansing, Michigan 48824, United States. 2. National Superconducting Cyclotron Laboratory, Michigan State University, East Lansing, Michigan 48824, United States. 3. Facility for Rare Isotope Beams, Michigan State University, East Lansing, Michigan 48824, United States.
Abstract
At the Facility for Rare Isotope Beams (FRIB), interactions between heavy-ion beams and beam-dump water will create a wide variety of radionuclides which can be accessed by a technique known as "isotope harvesting". However, irradiation of water is always accompanied by the creation of numerous radical, ionic, and molecular radiolysis products. Some of the radiolysis products have sufficiently long lifetimes to accumulate in the irradiated water and affect the harvesting chemistry. Here we investigate the formation of hydrogen peroxide, molecular hydrogen, and molecular oxygen during a high-intensity proton irradiation of a flowing-water isotope-harvesting target and compare the experimental results to simulations. The simulations kinetically model the chemical reactions occurring in the homogeneous phase of radiolysis in flowing water and establish an "effective yield". In both the experiment and simulations, the bulk quantities of H2, H2O2, and O2 are considerably lower than predicted by primary radiolysis yields (escape yields), meaning that in the high beam intensity regime the homogeneous phase reactions have a considerable impact on the overall chemical composition of the water. Further, it could be shown that for radiation which is characterized by a limited linear energy transfer, such as the here applied protons, the bulk outcome of the microscopic kinetic modeling could be estimated by a simplified steady-state model.
At the Facility for Rare Isotope Beams (FRIB), interactions between heavy-ion beams and beam-dump water will create a wide variety of radionuclides which can be accessed by a technique known as "isotope harvesting". However, irradiation of water is always accompanied by the creation of numerous radical, ionic, and molecular radiolysis products. Some of the radiolysis products have sufficiently long lifetimes to accumulate in the irradiated water and affect the harvesting chemistry. Here we investigate the formation of hydrogen peroxide, molecular hydrogen, and molecular oxygen during a high-intensity proton irradiation of a flowing-water isotope-harvesting target and compare the experimental results to simulations. The simulations kinetically model the chemical reactions occurring in the homogeneous phase of radiolysis in flowing water and establish an "effective yield". In both the experiment and simulations, the bulk quantities of H2, H2O2, and O2 are considerably lower than predicted by primary radiolysis yields (escape yields), meaning that in the high beam intensity regime the homogeneous phase reactions have a considerable impact on the overall chemical composition of the water. Further, it could be shown that for radiation which is characterized by a limited linear energy transfer, such as the here applied protons, the bulk outcome of the microscopic kinetic modeling could be estimated by a simplified steady-state model.
The Facility for Rare
Isotope Beams (FRIB) will create beams of
radionuclides that have previously only existed in extreme cosmic
environments. With its commissioning in 2022, FRIB will allow researchers
to address forefront scientific questions in nuclear science. In the
background of FRIB’s fundamental science efforts, there is
an opportunity to use the high-energy ion beams to create additional
radionuclides in the FRIB beam dump. The FRIB beam dump is a spinning
drum of Ti64 alloy (6% Al, 4% V, balance Ti) which is continuously
traversed by a stream of cooling water.[1,2] With a heavy-ion
beam impinging on the nuclei of water molecules, nuclear reactions
are induced, resulting in the formation of a variety of different
radionuclides. In this way, a yet unexploited source of rare radionuclides
becomes accessible and contributes to meeting the increasing demands
of medicine, astrophysics, materials science, and stockpile stewardship
science. So far exploratory research with the heavy-ion beams from
the National Superconducting Cyclotron Laboratory (NSCL) has been
conducted and facilitated the collection of various radioactive species,
such as 24Na, 47Ca, 48V, 62Zn, 67Cu, 76/77Kr, and 88Zr.[2−11]The slowing down of heavy ions when passing through water
is mediated
by inelastic collisions with bound electrons. The energy loss per
unit distance, expressed as stopping power, determines the structure
of ionization tracks and their relatively short ranges.[12,13] Following the initial energy deposition and ionization events, HO–H
bond breaking occurs, and the decomposition of water molecules is
initiated. The resulting species (OH, H, H3O+ and e–aq) are nonhomogeneously distributed
in separated regions, also known as “spurs”, along the
radiation track. The track expands as these initial species react
within the spur, forming the primary radiolysis species e–aq, OH, H, HO2, H3O+,
OH–, H2O2, and H2. All recombination and spur expansion processes are completed ∼1
μs after the initial energy deposition. The molecular and radical
species present at that time are defined by the primary radiolytic
yield (also known as G value or escape yield) and are usually expressed
as the number of molecules created per 100 eV of deposited energy.[14−16] Escape yields in a medium are determined by the prevailing track
structure which is heavily dependent on the radiation type and energy.
The heavy ions’ linear energy transfer (LET), which is assumed
to be equivalent to the stopping power in liquid water, is commonly
used to describe the spatial distribution of the tracks.[17,18] The formation of the spurs is followed by diffusion of the species
into the bulk solution, where they react with each other and with
the surrounding molecules in the solvent. Within this chemistry stage,
the system evolves via homogeneous kinetics where secondary products,
among them O2, are formed. The homogeneous reactions determine
the temporal development of the concentrations of primary radiolysis
species.[16,19,20] In closed
systems exposed to low-LET irradiations over extended time periods,
a chemical equilibrium will be established between the formation and
removal processes. Such steady-state conditions stabilize the concentrations
of radiolytic species on a moderate level, prevailing as long as the
irradiation conditions are stable.[20,21] However, with
high-LET radiation, water molecules will be decomposed continuously,
and the establishment of a steady state is not expected.[13,22]For the irradiation of more complex systems, mass transport
to
nonirradiated volumes needs to be taken into consideration. Radicals
generally react away quickly once they leave the irradiated zone,
while the lifetimes of molecular products are sufficiently long to
allow an accumulation and to affect the radiolysis environment of
the water.[21,23] The most recent exploratory isotope
harvesting studies at the NSCL were performed with a water-traversed
beam blocker manufactured from Ti64-alloy, which mimics the conditions
expected at FRIB. The radionuclides were created in the water matrix
and transported to the collection sites by the continuous circulation
of a large water volume (∼40 L). Depending on the volatility
of the respective species, the collection is accomplished either from
the aqueous phase on ion exchange resins or on gas traps after a carrier
gas stream transferred the gaseous radionuclides into the headspace.[4] In addition to acquiring the necessary technical
and chemical knowledge about the isotope harvesting process, the suitability
of the Ti64-alloy shell material was assessed. This was realized by
high-intensity proton irradiation at the University of Wisconsin-Madison
Cyclotron Laboratory (UW).[24]In consideration
of our isotope harvesting efforts, additional
importance is attached to understanding water conditions and the effects
of radiolysis. A prediction of the expected concentrations of H2, H2O2, and O2 with an escape
yield-based model was regarded as valid when taking the large volume
of irradiated water into account. However, increasing discrepancies
between the predicted and observed levels were recognized at elevated
beam currents. The escape yields reported in the literature suggest
a beam current independent behavior in the intensity range of a few
nanoampere.[19] Given that the focus of our
experiments is directed toward the generation of radionuclides, the
applied beam intensities were several orders of magnitude higher.
Based on our observations, substantial interactions of all radiolytic
species inside the irradiated volume are presumed.In this work,
an in-house written Python code was used to simulate
the radiolysis reactions inside the flowing-water target during the
proton irradiation. The computations suggest a dependence of the observed
yields on the applied beam currents as well as on the prevailing concentrations
of molecular hydrogen, hydrogen peroxide, and oxygen. However, the
significance of the effective yield estimation was demonstrated to
be less important once the concentrations within the entire system’s
water approach steady-state conditions. While the establishment of
a steady state is known to occur when low-LET radiation is applied
onto unified water volumes, the contrast to our system is that our
system consists of a small, beam-irradiated chamber, connected to
a large, nonirradiated volume. However, at FRIB, predominantly heavy-ion
beams of high LET will be studied. Under such conditions, the formation
of molecular products is believed to follow an effective yield-based
model, rather than transitioning toward a steady state. This radiolysis
model establishes the groundwork for a later translation toward the
conditions at FRIB and will aid in estimating the levels of radiolysis
products generated during isotope harvesting.
Materials and Methods
Isotope Harvesting System and Experimental
Setup
The proton irradiation was conducted at the UW (University
of Wisconsin) Medical Physics Department’s GE PETtrace cyclotron
and focused on the assessment of the durability of the flowing-water
isotope harvesting target. An exhaustive description of the experimental
design as well as the results of the study are published in a separate
publication.[24] While the preliminary results
on radiolysis are described there as well, the underlying radiolysis
mechanisms were not discussed, and no in-depth explanations about
the observed phenomena were provided. To move ahead, simulation was
viewed as a useful tool for unraveling the details of the bulk radiolysis
yields.Here, a brief overview of the experimental setup is
given to enhance the understanding of the simulation. The proton beam
was extracted from the cyclotron with an energy of 16 MeV and
was directed toward the water-filled beam blocker. Due to geometrical
constraints, it was not possible to measure a suppressed beam current.
Therefore, the beam intensity was inferred by combining information
from calibrated and suppressed Faraday cups upstream of the beam blocker
with the unsuppressed current. In addition, the beam current was benchmarked
against the induced radioactivity in the beam blocker window. The
entire irradiation (∼3.3 h) was divided into four irradiation
periods, where the beam current was ramped up steadily, resulting
in intensities of 1–33.7 μA.The beam blocker is
manufactured from 3D-printed titanium alloy
(Ti64, 90% Ti, 6% Al, 4% V, Stratasys, Minneapolis MN, USA) and encompasses
integrated channels to establish water flow. After passing through
the 590 μm thick Ti64 front face, the proton energy was degraded
to 9.7 MeV. A detailed description of the beam blocker is given elsewhere.[4] An overview of the isotope harvesting system
is provided by the schematic diagram in the Supporting Information, Figure S1, while the passage of the proton beam
through the target is depicted in the Supporting Information, Figure S2.With the low-energy proton beam
impinging on the water-filled beam
blocker, the induced nuclear reactions are limited to fusion-evaporation
in the water and the target shell. The created radionuclides, such
as 13N, 18F, 48V, and 51Cr, were transported away from the production site by the fast water
flow (13.2 L/min) through the target, also referred to as the “main
loop”. This main loop is interfaced with the harvesting system,
consisting of a reservoir of around 36 L of water. To facilitate the
circulation of water, the pump operated in a constant pressure mode,
set to 45 psi. Radionuclides were extracted from the water with ion
exchange resins, while volatile species were captured from the gas
phase on a variety of traps. These processes are organized in several
subunits off the main loop.[24]The
concentrations of radiolytic hydrogen, hydrogen peroxide, and
oxygen were monitored throughout the irradiation. An online assessment
of the H2 and O2 levels was achieved with one
hydrogen sensor and two dissolved oxygen sensors (referred to later
as “sensor 1” and “sensor 2”). A stream
of He purge gas passing through the water reservoir facilitated the
transportation of gaseous radionuclides from the system’s water
to their collection sites, as well as the removal of dissolved oxygen
and hydrogen. During temporary suspensions of the irradiation, water
samples of ∼50 mL were withdrawn and analyzed for the hydrogen
peroxide content. The quantification was accomplished by a semiquantitative
strip test immediately after removal of the sample and by a precise
spectrophotometric analysis, done within 7 days after the experiment.[4] To prevent an accumulation of H2O2 to levels which could adversely affect the equipment, a subunit
accommodated a H2O2 disintegration system. The
catalytic reaction, which is mediated by the noble metals Pt and Pd,
follows the overall reaction: H2O2 →
H2O + 1/2O2.[25] Additionally, a heat exchanger connected to
a chiller was employed to maintain the water temperature at ∼25 ◦C. Considering the low levels of generated radioactive
species and the low observed conductivity, the pH of neutral water
was estimated for this experiment.
Radiolysis Measurements and System Conditions
The concentrations of radiolytically formed H2, H2O2, and O2 were predicted by mass transport
calculations that are based upon production rates of the molecules
in water and their simultaneous decomposition and volatilization rates.
The dissolved gas equilibria were presumed to follow Henry’s
law. The extremely low concentrations of radioactive and stable components
in the water render any solution composition effects negligible, and
thus, Henry’s law was considered as an adequate approximation.
Further, Henry’s law was applied in a previous study to describe
the behavior of gaseous radionuclides in our isotope harvesting system,
and the approximation was corroborated by the simultaneous measurement
of the volatile species in the gas and water phase.[11]The equations for estimating the levels of H2, H2O2, and O2 were published
previously;[24] however, a brief overview
of the computation is given in the Supporting Information, “Estimation of the H2, H2O2, and O2 levels”. In brief,
the levels of H2 are predicted by assuming a beam power-dependent
production rate and a concurrent exchange of H2 between
the water and its headspace. To determine the H2 levels
at the end of the gas loop, the H2 produced in the water
passes through the headspace and the traps before it is analyzed by
the sensor (%H2 at sensor). The equations for all the steps
are outlined in the Supporting Information, eqs S1–S4. Similarly, the net balance of H2O2 is governed by a beam-induced formation and a continuous
peroxide decomposition by the catalytic converter after the third
irradiation period (Supporting Information, eq S5). The amount of dissolved oxygen in the system’s
water is approximated by a beam power-dependent production, a constant
deaeration from the water, and additional O2 input from
the H2O2 decomposition when water is passed
through the catalytic converter (Supporting Information, eq S6).[24]The
production rates are also known as escape yields or G values and are expressed in units of molecules/100 eV.
Previously, a model developed by La Verne, in which the escape yield
is expressed as a function of the parameter MZ2/E, was used to predict the G values for H2, H2O2, and O2.[17,24] However, for light and low energetic ions
the difference to the conventional LET model is negligible and in
order to be consistent with all other literature data, the G values specified by Pastina et al. were used for computing
the radiolysis product formation rates.[19]
Model Definition
The radiolysis model
was developed in Python and refers to the homogeneous stage of radiolysis,
which starts about 10–7 s after the deposition of
ionizing radiation. At this time, the radiolytic products have already
diffused away from the tracks and are uniformly distributed in the
bulk solution. The radiolysis kinetics of this phase can be accurately
described by the set of elementary chemical reactions given in Table .[19,26]
Table 2
Reactions and Rate Constants Used
in the Simulation Models for the Closed Container and the Flowing-Water
Targeta
reaction
no.
reaction
rate constant (M–1 s–1 or s–1)b
Acid–Base Reactions
0
H+ + OH– → H2O
1.18 × 1011 *
1
H2O →
H+ + OH–
2.12 × 10–5 *
2
H2O2 → H+ + HO2–
9.43 × 10–2 *
3
H+ + HO2– → H2O2
5.02 × 1010 *
4
H2O2 + OH– → HO2– + H2O
1.33 × 1010 *
5
HO2– + H2O → H2O2 + OH–
1.27 × 106 *
6
e–aq + H2O → H +
OH–
15.75 *
7
H + OH– → e–aq + H2O
2.44 × 107 *
8
H → e–aq + H+
5.83 *
9
e–aq + H+ → H
2.09 × 1010 *
10
OH + OH– → O– + H2O
1.33 × 1010 *
11
O– + H2O → OH + OH–
1.27 × 106 *
12
OH → O– + H+
9.43 × 10–2 *
13
O– + H+ → OH
5.02 × 1010 *
14
HO2 →
O2– + H+
7.73 × 105 *
15
O2– + H+ → HO2
5.02 × 1010 *
16
HO2 + OH– → O2– + H2O
1.33 × 1010 *
17
O2– + H2O → HO2 + OH–
1.55 × 10–1 *
Chemical Reactions
18
e–aq + OH
→ OH-
3.55 × 1010 *
19
e–aq + H2O2 →
OH + OH–
1.36 × 1010 *
20
e–aq + O2– + H2O → HO2– + OH–
1.30 × 1010
21
e–aq + HO2 → HO2–
1.30 × 1010 *
22
e–aq + O2 → O2–
2.29 × 1010 *
23
2e–aq + 2H2O → H2 + 2OH–
7.26 × 109 *
24
e–aq + H + H2O →
H2 + OH–
2.76 × 1010 *
25
e–aq + HO2– → O– + OH–
3.50 × 109
26
e–aq + O– + H2O → 2OH–
2.20 × 1010
27
e–aq + O3– + H2O →
O2 + 2OH–
1.60 × 1010
28
e–aq + O3 → O3–
3.60 × 1010
29
H + H2O →
H2 + OH
4.58 × 10–5 *
30
H + O– → OH–
1.00 × 1010
31
H + HO2– → OH + OH–
9.00 × 107
32
H + O3– → OH– + O2
1.00 × 1010
33
H + H → H2
5.14 × 109 *
34
H + OH → H2O
1.09 × 1010 *
35
H + H2O2 → OH + H2O
3.65 × 107 *
36
H + O2 →
HO2
1.31 × 1010 *
37
H + HO2 →
H2O2
1.14 × 1010 *
38
H + O2– → HO2–
1.14 × 1010 *
39
H + O3 →
HO3
3.80 × 1010
40
OH + OH → H2O2
4.81 × 109 *
41
OH + HO2 →
H2O + O2
8.84 × 109 *
42
OH + O2– → OH– + O2
1.10 × 1010 *
43
OH + H2 →
H + H2O
3.95 × 107 *
44
OH + H2O2 → HO2 + H2O
2.92 × 107 *
45
OH + O– → HO2–
2.50 × 1010
46
OH + HO2– → HO2 +
OH–
7.50 × 109
47
OH + O3– → O3 + OH–
2.60 × 109
48
OH + O3– → 2O2– + H+
6.00 × 109
49
OH + O3 →
HO2 + O2
1.10 × 108
50
HO2 + O2– → HO2– +
O2
8.00 × 107
51
HO2 + HO2 → H2O2 + O2
8.40 × 105 *
52
HO2 + O– → O2 + OH–
6.00 × 109
53
HO2 + H2O2 → OH + O2 + H2O
0.50
54
HO2 + HO2– → OH + O2 + OH–
0.50
55
HO2 + O3– → 2O2 + OH–
6.00 × 109
56
HO2 + O3 → HO3 + O2
5.00 × 108
57
2O2– + 2H2O → H2O2 + O2 + 2OH–
0.3 *
58
O2– + O– + H2O → O2 +
2OH–
6.00 × 108
59
O2– + H2O2 →
OH + O2 + OH–
0.13
60
O2– + HO2– → O– + O2 + OH–
0.13
61
O2– + O3– + H2O → 2O2 + 2OH–
1.00 × 104
62
O2– + O3 → O3– + O2
1.50 × 109
63
2O– +
H2O → HO2– + OH–
1.00 × 109
64
O– + O2 → O3–
3.75 × 109 *
65
O– + H2 → H + OH–
1.28 × 108 *
66
O– + H2O2 → O2– +
H2O
5.00 × 108
67
O– + HO2– →
O2– + OH–
7.86 × 108 *
68
O– + O3– →
2O2–
7.00 × 108
69
O– + O3 → O2– + O2
5.00 × 109
70
O3– → O2 + O–
2.62 × 103 *
71
O3– + H+ → O2 + OH
9.00 × 1010
72
HO3 →
O2 + OH
1.10 × 105
The reactions and rate constants
were taken from Pastina et al.[19] For the reactions where water is a reactant, Pastina et al. considered the concentration of water in the expression
of the rate constant. However, in the present system pure water is
the main component, while the concentrations of H2, H2O2, and O2 are in the μM range.
Therefore, this term was considered negligible, and only the numerical
expressions of the rate constants are given in the following table.
For several reactions updated
rate constant data were available from Elliott & Bartels.[29] The data from this compilation were used to
compute the reaction rate constants for a water temperature of 25
°C. Updated rate constants are labeled by an asterisk (*).
Simulation Model for a Closed Container
The first
scenario for simulation involved numerically computing the saturation
concentrations of radiolytic compounds during prolonged irradiation
of water in a closed container. The model was designed to reproduce
the conditions that would be reached when a 20 mL closed volume of
water was uniformly exposed to either proton or γ radiation.
For the 1H+ irradiation model, a particle energy
of 9.7 MeV was used, and an initial LET of 12.8 eV/nm was estimated
with the Stopping and Range of Ions in Matter compilation code (SRIM
2013).[27] The simulations were performed
with varying beam currents, ranging from 0.1 to 50 μA. The dose
rates were calculated by considering the beam power deposited into
the water volume. For the γ-radiolysis model, the dose rate
was set to 0.25 Gy/s. Both scenarios ignored surface interactions
and were treated as being perpetually homogeneous.Inside the
water volume the formation of the radiolytic species eaq–, H, H2, OH, H2O2, HO2, H+, and OH– is assumed
to occur with the respective escape yields, given in Table . The escape yields were published
by Pastina et al. for γ-rays and 10 MeV 1H+, where the latter is assumed to be a close approximation for the
9.7 MeV protons of the current experiment. With each delivered beam
particle, the formation of primary radiolytic species is induced,
and they are allowed to react homogeneously according to a set of
73 chemical reactions (Table ). The reaction system was previously developed by Elliot
et al. and successfully applied by Pastina et al. and Iwamatsu et
al.[19,23,28] The simulation
considers a constant temperature of 25 °C, and the pH of neutral
water is accepted as an initial condition. During the chemistry phase
numerous secondary species, such as HO2–, O2–, O2, O–, O3–, O3, and HO3 are created, and all begin to interact. Most of the elementary reactions
are binary and have the general formrepresenting the reaction of species A and B to form species C and D with a rate constant k. When following
any given species C, it is consumed in reactions
with the same form, for example, representing the reaction of species C and E to form species F and G with a rate constant k.
Table 1
G Values Used in
the Model Calculations (Units in Molecules/100 eV)[19]
species
G (10 MeV 1H+)
G (γ-rays)
e–aq
0.90
2.60
H
0.57
0.66
H2
0.64
0.45
OH
1.18
2.70
H2O2
0.74
0.70
HO2
0.03
0.02
H+
1.10
3.10
OH–
0.20
0.50
In the Python code, differential equations were used
to describe
this system of interactions and to compute the time-dependent concentrations.
For example, the differential equation following the concentration
of any radiolytic species, [C], in the water is expressed
generically by eq :where the first term, G·I(t), represents the beam-induced generation of species, and the following
two terms account for the chemical reactions leading to the formation
and destruction of species C as shown in reactions and 2, respectively. Finally, the concentrations of all species
were calculated through simultaneous numerical integration of the
differential equations using one-nanosecond time steps.A time
resolution of one nanosecond was considered adequate to
accurately estimate the levels of all radicals, ions, and molecules
resulting from the complex interactions. However, the fast reaction
rates of the interconversion between the protonated and deprotonated
species, such as H2O ↔ H+ + OH– (pKa = 13.999), H2O2 ↔ H+ + HO2– (pKa = 11.65), OH ↔ H+ + O– (pKa = 11.9), and HO2 ↔ H+ + O2– (pKa = 4.57),[19] required additional consideration. The quantities of all protonated
and deprotonated species formed in chemical reactions with their specific
rate constants (i.e., for H2O: rxn 0 and 1, for H2O2: rxn 2 and 3, for OH: rxn 12 and 13, for HO2: rxn 14 and 15 in Table ) were compared with the quantities resulting
from an adjusted acid–base equilibrium. The smaller values
were used to approximate the levels at the end of the respective time
step.The reactions and rate constants
were taken from Pastina et al.[19] For the reactions where water is a reactant, Pastina et al. considered the concentration of water in the expression
of the rate constant. However, in the present system pure water is
the main component, while the concentrations of H2, H2O2, and O2 are in the μM range.
Therefore, this term was considered negligible, and only the numerical
expressions of the rate constants are given in the following table.For several reactions updated
rate constant data were available from Elliott & Bartels.[29] The data from this compilation were used to
compute the reaction rate constants for a water temperature of 25
°C. Updated rate constants are labeled by an asterisk (*).
Simulation Model for the Flowing-Water Target
In a
further development, the model was adapted to recreate the conditions
during the 9.7 MeV proton irradiation of the flowing water as closely
as possible. Given that the entire beam power is deposited in the
first water-traversed channel in the experimental beam blocker, the
formation of all radiolytic species occurs in this region. Based on
previous observations, the directly irradiated area is estimated to
be 0.7 cm2. The irradiated water volume (in the following
referred to as “beam strike volume”) is defined by the
2 mm distance between the two Ti64 sheets and amounts to 0.14 mL.
The number of protons delivered by the applied beam currents, ranging
from 1 to 33.7 μA, occurred at a frequency of 27.2 MHz and resulted
in the transmission of 2.23 × 1012–7.50 ×
1013 eV per pulse. With each delivered beam pulse the formation
of primary species is induced. Their formation and subsequent reactions
are based on the same set of escape yields and chemical reactions
as described previously for the closed container model.The
flowing-water target was traversed by a fast water flow of 220.8 mL/s,
which resulted in a flow of 41.7 mL/s through the beam strike volume.
Thus, all the produced radiolytic species are continuously transported
away from the irradiation site. This scenario is considered in the
model by introducing a constant supply of fresh solution into the
beam spot volume (Figure ) with the removal of an equivalent amount of irradiated solution.
The water in the beam spot was assumed to be instantaneously, and
perfectly mixed. The evolution of all molecular and radical species
was followed until equilibrium was attained, which occurred after
∼20 ms in all evaluated conditions. The steady-state concentrations
of H2, H2O2, and O2 were
used to compute their effective production yields, also denoted as
effective G values (Geff). Over the entire irradiation time of the experiment (∼3.3
h), the extended lifetimes of the molecular species enabled an accumulation
in the system’s water. To recreate this behavior in the simulations,
the solution inside the beam strike volume (in the following designated
as “baseline” concentration), as well as the supplying
solution, were assumed to encompass varying concentrations of H2, H2O2, and O2. This allowed
us to assess the influence of different hydrogen, peroxide, and oxygen
concentrations on the respective effective yields.
Figure 1
A 16 MeV proton beam
passes through the first layer of Ti64, uniformly
dispersed over an area of about 0.7 cm2. At the interface
of the water, the protons encompass an energy of 9.7 MeV which they
dissipate entirely in the volume between the two Ti64 sheets. This
“beam strike volume” amounts to 0.14 mL, and the locally
generated radiolytic and nuclear species are continuously transported
away by the fast water flow (41.7 mL/s).
A 16 MeV proton beam
passes through the first layer of Ti64, uniformly
dispersed over an area of about 0.7 cm2. At the interface
of the water, the protons encompass an energy of 9.7 MeV which they
dissipate entirely in the volume between the two Ti64 sheets. This
“beam strike volume” amounts to 0.14 mL, and the locally
generated radiolytic and nuclear species are continuously transported
away by the fast water flow (41.7 mL/s).
Radiolysis Reactions in the Proton-Irradiated
Flowing-Water Target
The extent of the H2 and
H2O2 yield suppression within the flowing-water
target was evaluated by introducing the “percentage metric
for total yield suppression”, Stotal (eq ):where Geff represents the unsuppressed effective yield and Glit is the published literature G value. In this representation, a positive value indicates the percentage
suppression of the computed effective yield in comparison to the literature
escape yield, whereas an enhanced yield is illustrated by a negative
value.The chemical reactions influencing the levels of H2 and H2O2 in the flowing-water target
were identified by consecutively suppressing individual reactions
and comparing the resulting effective yields with the unsuppressed
ones. The “percentage metric for yield suppression by Allen
cycle rxn”, SAllen, was computed
by eq :where GAllen=0 represents the effective yield computed with suppressed Allen cycle
reactions (Table ,
rxn 35 and 43). A close approximation of this value to Stotal can be considered as a qualitative measure for the
contribution of the Allen cycle reactions toward the observed suppression
of H2 and H2O2, respectively.The “percentage metric for yield suppression by H2O2-mediating rxn”, SH2O2 rxn, is given by eq :For the calculation of GH2O2,rxn, not only the Allen cycle reactions but also other
H2O2 pathways, such as the reactions with hydrated
electrons and hydroxyl radicals (Table , rxn 19, 35, 40, 43, 44), were suppressed. A value
close to Stotal underlines the significance
of all before-mentioned reactions toward the observed suppressed H2O2 yield.
Quantification of Proton Beam-Induced Radiolysis
in the System’s Water
The “Design of Experiments”
feature of the statistical software “Minitab” (Minitab
LCC, product version 20.1.2) was used to determine the functional
dependencies of the effective G values of H2, H2O2, and O2 on their respective
concentrations as well as on the beam current. This approach encompassed
the software-supported proposal of a set of experimental conditions,
used as input parameters for simulating the effective yields. This
was followed by a functional analysis to establish an empirical model.
To enhance the descriptive ability of the model, the beam current
range was divided into four segments (0.5–7.5, 7.5–15.0,
15.0–24.5, and 24.5–34.0 μA) where the levels
of H2, H2O2, and O2 were
varied over a reasonable concentration range. The concentration ranges
were chosen with respect to the observed levels during the irradiation
experiment. After computing the effective G values
with the suggested inputs of H2, H2O2, and O2 concentrations and beam currents, the functional
dependencies were found with the “Response Surface”
method. Next to linear, possible quadratic correlations could also
be considered with this method. The recommended model was improved
by consecutively removing the terms identified as statistically insignificant
at a significance level α of 0.05. With the optimized regression
equations for the effective H2, H2O2, and O2 yields, their levels could be mapped for the
entire irradiation experiment. For the effective yield-based model
the literature escape yields (G) in eqs S1, S5, and S6, outlined in the Supporting Information,
were replaced by the values of the respective effective yields (Geff).In the simulations, when the water
flow rate is set to zero (i.e., irradiation of a closed small-volume
system), the concentrations of H2 and H2O2 inside the target approach steady states. In the flowing-water
system, given the small target volume and high-power deposition, it
is feasible that during the time a small volume of water is passing
through the beam strike area, it could approach a local steady state.
The Geff model can be augmented to respect
the steady-state limit by introducing a throttle on the rate of change
in concentration of H2 and H2O2.
In this model, called the Geff + SS model,
an introduced constraint limits the changes in H2 and H2O2 concentrations (Δ[H2O2,] or Δ[H2,]) during any time step to being no larger in magnitude that could
be achieved when approaching the zero-flow steady-state limit. Thereby,
the concentration of H2O2 at time t ([H2O2]) is obtained by numerical integration of the following
piecewise equation (eq ):To estimate the H2 concentration
at time t ([H2]), all H2O2 related
expressions in eq are
replaced by the equivalent H2 expressions. The individual
components of eq , that
is, the difference in H2O2 and H2 levels for the steady-state approximation (Δ[H2O2,SS] or Δ[H2,SS]) and the Geff model (Δ[H2O2, or Δ[H2,]) are illustrated
by eqs –8.The difference in H2O2 levels for the steady-state
approximation (Δ[H2O2,SS]) within a 100
s time interval is given by eq :where [H2O2]SS,segment represents the steady-state concentration of H2O2 in the respective irradiation segment. This value was computed
by employing the approximating power functions together with the calculated
average dose rate of each irradiation segment (Supporting Information, Table S1 and Table S2). [H2O2] is the H2O2 concentration at the previous
time t, Δt is the time interval between t and t (100 s) and kSS represents the time
constant in Hz (a more in-depth description is given below). The difference
in H2 levels for the steady-state approximation (Δ[H2,SS]) is computed by the same equation after replacing [H2O2]SS,segment with the steady-state
concentration of H2 for the respective irradiation segment,
that is, [H2]SS,segment (Supporting Information, Table S2), and using the preceding H2 concentration [H2]The time constant, kSS, was introduced
as a free variable to consider the limited residence time in the beam
strike volume and the consequential time delay in the approximation
of steady-state concentrations within the system’s water. The
Microsoft Excel Solver plug-in was used to find a value for kSS that minimizes the χ2 difference
between the measured values of H2 and H2O2 and the values produced by eq at these times.For the Geff model the difference in
H2O2 levels (Δ[H2O2,]) in one time step is estimated by eq :where P(t) represents
the power of the 1H+ beam at time t (eV/s), Geff is the effective H2O2 yield (molecules/100
eV), and NA is the Avogadro constant (6.022
× 1023 particles/mol). [H2O2] represents the hydrogen peroxide
concentration at the preceding time t, and Δt is the time
interval between t and t where 100 s was
used. The total water volume (Vwater)
is 36 L and kKLC is the hydrogen peroxide
decomposition rate of the catalytic converter (3.34 × 10–5 s–1).[24]Equation was
used
to approximate the difference in H2 levels for the Geff model (Δ[H2,]):The amount of H2 in the headspace is represented by [H2]headspace, and the factor β1 describes the kinetics of the
exchange process (β1 ∼ 0.05 L/s). R is the ideal gas constant (8.21 × 10–3 L·atm/K·mol), KH is Henry’s
law constant for H2 (780 μM/atm), and T is the bulk water temperature (∼298 K). A volume of
∼10 L was used for the headspace (Vheadspace).
Results and Discussion
To demonstrate
the validity of the developed model, the γ-radiolysis
simulation with a closed 20 mL water container, which was previously
described by Pastina et al., was repeated, and the results were compared.[19] Following the development of the relevant water
decomposition products over the irradiation time, the computed concentration
levels are largely in agreement with the previously published data
(see Figure 1 in Pastina et al.[19]). However,
the computed steady-state concentrations are moderately lower, which
could be due to the updated rate constant data used in our simulation
(Table ). In this
way, the suitability of the fundamental code setup was confirmed and
formed the basis for performing further experiments with protons.
Proton Irradiation of a Closed Container
In analogy to the gamma-ray irradiation of a closed 20 mL water
container, similar computations were performed with 9.7 MeV protons.
In Figure a the development
of relevant molecular, ionic, and radical species during the irradiation
with a beam current of 1 μA is displayed. Initial levels of
H2, H2O2, OH, H, and e-aq range between 10–9 and 10–8 M, whereas the levels of O2 and O2– are considerably lower. The formation of HO2 is observed
with some time delay and exceeds 10–11 M only after
∼6 ms. Throughout the irradiation, the concentrations of H2, H2O2, O2, O2–, and HO2 show an increasing trend,
while the levels of OH, H, and e-aq are decreasing.
H+ ions are a primary water radiolysis product and their
generation by the incoming proton beam results in a local decrease
of the pH during the irradiation.[30] To
appropriately approximate the radiolysis chemistry in our simulation,
the ratio between protonated and deprotonated species of all conjugate
acid–base pairs is allowed to adjust with the prevailing pH.
Further, the simulation considers a complete dissolution of all radiolytically
produced gases. This is because the pressure within the closed container
increases relative to the formed H2 and O2 and,
in agreement with Henry’s law, the solubility of a gas is directly
proportional to its partial pressure above the liquid.
Figure 2
(a) Temporal development
of relevant water decomposition products
in 20 mL of pure water during the irradiation (600 s), simulated with
9.7 MeV 1H+ at a beam current of 1 μA.
The pH of the irradiated water is displayed on the secondary y-axes. (b) The computed steady-state concentrations of
several molecular, radical, and ionic radiolysis products (H2, H2O2, O2, O2–, HO2, OH, H, e-aq) as a function
of dose rate in pure water. The dashed lines are the power function
fits to the data. The measured steady-state concentration of H2O2 for 10 MeV 1H+, published
by Pastina et al.[19] (pink data point),
is in line with the simulated data points (red data points).
(a) Temporal development
of relevant water decomposition products
in 20 mL of pure water during the irradiation (600 s), simulated with
9.7 MeV 1H+ at a beam current of 1 μA.
The pH of the irradiated water is displayed on the secondary y-axes. (b) The computed steady-state concentrations of
several molecular, radical, and ionic radiolysis products (H2, H2O2, O2, O2–, HO2, OH, H, e-aq) as a function
of dose rate in pure water. The dashed lines are the power function
fits to the data. The measured steady-state concentration of H2O2 for 10 MeV 1H+, published
by Pastina et al.[19] (pink data point),
is in line with the simulated data points (red data points).After an irradiation time of ∼100 s, the
concentrations
of all radiolytic products remain essentially unchanged. Such a scenario
is referred to as a steady state and is defined by an equal rate of
formation and decomposition. For most species the main production
path is the primary radiolysis process, while the removal is typically
mediated by reactions between molecules with radicals and ions.[20,21]Equation describes
the steady-state concentration of the primary radiolysis product A ([A]SS), where the production
is determined by the dose rate (DR) and
the respective G value (GA), and the decomposition is given by the rate constant (kA+B) for the reaction of A with chemical
species B.The concentrations of other
radiolysis products, which also depend on the dose rate, are included
in the denominator, resulting in an approximate square-root dependency
of the steady-state concentration on the dose rate (Supporting Information, Table S1). The exponents for the molecular species
are slightly lower than 0.5, while the ones of radical species are
marginally higher. The computed steady-state concentrations of several
radiolysis products as a function of the dose rate are visualized
in Figure b. The steady-state
concentrations of hydrogen peroxide, estimated with this approximation,
are in line with the experimentally obtained data from Pastina et
al.[19] (Figure b, pink data point). A similar behavior for
the steady-state concentrations of γ-radiolysis products was
described experimentally as well as by model calculations.[20,21,26,30] In comparison to γ-rays, the absolute steady-state concentrations
of the molecular species are considerably higher for protons, while
the radical quantities are diminished. Such behavior is expected from
the absolute values of the radiolytic yields for protons and gamma-rays
and can be explained by the different LETs of the radiation (a more
in-depth explanation is given in the following section). Equilibrium
conditions are approached rapidly for low-LET radiation, while at
increased LET the concentrations of molecular species increase nearly
linearly with time, and steady-state conditions are reached much more
slowly.[19,21,30] However, with
high-LET radiation, water molecules will be decomposed continuously,
and the approximation of a steady state is not expected.[13,22]The temporal development of relevant
radical, ionic, and molecular products (H2, H2O2, O2, OH, e–aq, O2–, HO2, H) inside the
beam strike volume of the flowing-water target was computed for four
different scenarios and is exemplified in Figure . The simulations were set up in a way that
the entire volume was either filled with pure water or a solution
of 50 μM H2 and H2O2 prior
to the onset of irradiation, and was also supplied with the same fluid
throughout the beam irradiation (in the following referred to as “baseline”
and “in-flowing solution” concentrations). The concentration
levels of the radiolytic species were followed for 100 ms; however,
a steady-state concentration was already approximated after an irradiation
time of ∼6 ms. This is unlike the observations for the closed
container (Figure a), where an equilibrium was achieved only after prolonged irradiation
times. In the dynamics of the flowing-water target, the establishment
of a dynamic equilibrium is determined by the removal rate, which
depends on the outgoing water flow. At the set flow rate of 41.7 mL/s,
the entire beam strike volume is replaced by fresh water after ∼3.4
ms which can be considered as the onset of the dynamic equilibrium.
Figure 3
Temporal
development of relevant water decomposition products in
the beam strike volume of the flowing-water target, irradiated with
proton beam intensities of (a, b) 1 μA and (c, d) 20 μA
. The water that is initially present as well as the in-flowing water
contained (a, c) 0 μM of the stable molecular species H2, H2O2, and O2 and (b, d)
50 μM H2 and H2O2, respectively.
Temporal
development of relevant water decomposition products in
the beam strike volume of the flowing-water target, irradiated with
proton beam intensities of (a, b) 1 μA and (c, d) 20 μA
. The water that is initially present as well as the in-flowing water
contained (a, c) 0 μM of the stable molecular species H2, H2O2, and O2 and (b, d)
50 μM H2 and H2O2, respectively.After an irradiation time of ∼20 ms, an
apparent steady
state was established, and the resulting levels of H2,
H2O2, and O2 were used to compute
the effective yields, also denoted as effective G values, Geff. The escape yields (or
“G values”) of radiolytic products
are defined as the yield at the end of the nonhomogeneous track expansion
before any homogeneous reactions occur. The calculated effective G values for H2 and H2O2 for pure water and solutions encompassing 50 μM H2 and H2O2 (scenarios represented in Figure ) are displayed in
the first two columns of Table . In comparison to the published escape yields for H2 and H2O2, amounting to 0.64 and 0.74 molecules/100
eV,[19] the Geff values were noticeably diminished. A similar trend could be identified
for the effective yields which were computed for a wide range of beam
currents and H2, H2O2, and O2 concentrations (Supporting Information, Table S3a–d). However, throughout all these different
scenarios, the material balance between the number of H and O atoms
of all created radiolytic species equals the net water decomposition.
(A more in-depth explanation is given in the Supporting Information, “Net water decomposition”.) Similar
discrepancies between the measured H2 and H2O2 levels and the escape yield-based predictions were
observed earlier.[19,23,31] Following the end of the nonhomogeneous phase, the system transitions
toward a homogeneous regime. There the regulatory effect of the chemical
reactions is of increasing significance, particularly at elevated
radical concentrations. The radiation’s LET determines the
structure of the tracks and thereby directly impacts the quantity
of radicals. Dispersed ionization events at low LET result in few
intratrack reactions and a significant number of radicals can escape
into the bulk solution. At high-LET conditions, single ionization
events coalesce, leading to increased radical densities which enhances
the probability to react with each other, and consequently, more molecular
products are disseminated.[16,19,23,32,33] Pastina et al. demonstrated that homogeneous reactions play a significant
role for 10 MeV protons, which are characterized by a moderate LET
value, and influence the observed levels of H2 and H2O2.[19] (A more in-depth
explanation of this observation is given in the next paragraph.) A
similar suppressive effect on the H2 and H2O2 concentrations can be assumed for the irradiations of our
flowing-water target with 9.7 MeV protons.
Table 3
Effective Yields, Geff, the Percentage Metric for Total Yield Suppression, Stotal, the Percentage Metric for Yield Suppression
by Allen Cycle rxn, SAllen, and the Percentage
Metric for Yield Suppression by H2O2-Mediating
rxn, SH2O2rxn, of Different Solutions
Computed for Low and High (1 and 20 μA) Beam Intensity Irradiations
of the Flowing-Water Target
Geff (molecules/100 eV)
Stotal (%)
SAllen (%)
SH2O2rxn (%)
1 μA
20 μA
1 μA
20 μA
1 μA
20 μA
1 μA
20 μA
for 0 μM H2, H2O2
H2
0.63
0.48
0.2
25
2
26
H2O2
0.57
0.33
23
56
3
12
26
58
for
50 μM H2
H2
0.52
0.45
19
29
20
30
H2O2
0.49
0.32
34
57
17
14
37
59
for 50 μM H2O2
H2
0.60
0.49
7
24
9
25
H2O2
0.22
0.29
70
61
10
13
71
63
for
50 μM H2, H2O2
H2
0.42
0.46
34
28
35
29
H2O2
0.19
0.28
75
62
23
15
75
64
By consecutively suppressing individual chemical reactions,
it
became possible to identify the ones which strongly influence the
levels of H2 and H2O2. A mechanism
known as the “Allen cycle” is an important mediator
for the concentrations of H2 and H2O2 and starts with the reaction of hydrogen with hydroxyl radicals.
Subsequently, the formed hydrogen atoms react with hydrogen peroxide,
forming hydroxyl radicals and water.[34] The
relevant reactions are given in Table , rxn 35 and 43. Within this chain mechanism, an effective
elimination of H2 and H2O2 is facilitated.
A crucial precondition for the Allen cycle is the presence of radicals,
particularly of OH and H. A LET of about 20 eV/nm is considered as
a threshold below which adequate levels of radicals can escape from
the ionization tracks to support the recombination reactions. With
a LET of 12 eV/nm, the 9.7 MeV protons of the current experiment are
below this threshold LET and can therefore contribute toward an effective
annihilation of H2 and H2O2.[19,23,26,35] An inhibiting effect was seen at excessive O2 concentrations,
which was also reported in previous studies.[19]In our flowing-water target, the quantity of hydrogen is mainly
regulated by the Allen cycle. However, a continuous reaction cycle
can only be established when H2 and H2O2 are present in sufficient amounts. This is the case at increased
concentration levels or at enhanced beam intensities, which in turn
generate higher levels of radiolytic species. When none of these conditions
are given, as in the case of pure water irradiated with a low beam
current (Table ),
the effective hydrogen yield (0.63 molecules H2/100 eV)
is similar to the literature escape yield (0.64 molecules H2/100 eV).[19] However, when exposing the
same solution to higher beam intensities, suppression of the effective
H2 yield by 25% was achieved. (A more in-depth explanation
about the metrics used to characterize the yield suppression is given
in the Material and Methods section.) The
irradiation of solutions containing either 50 μM H2 or 50 μM H2O2 yielded similar results,
whereas a beam current-independent suppression of 34 and 28% was observed
when both components were present. The good agreement for all different
solutions between Stotal and SAllen for the H2 data supports an almost exclusive Allen cycle-mediated
H2 regulation.In the case of hydrogen peroxide,
the discrepancies between Stotal in comparison
to SAllen suggest a considerable influence
of other decomposition
reactions. The interactions of peroxide with OH radicals (rxn 44)
and hydrated electrons (rxn 19) were identified as the main alternative
annihilation pathways. Similar radiolytic reaction channels for hydrogen
peroxide were reported by previous studies.[19,23,26,31] The increased
complexity of the hydrogen peroxide reaction scheme is reflected by
the larger extent of total H2O2 suppression
in comparison to the effects observed for hydrogen. For pure H2O2 solutions or mixtures of H2O2 and H2, a decrease of 61–75% was seen,
whereas a lower, and beam current-sensitive effect was observed for
pure water and solutions containing only H2. When the latter
solution compositions were irradiated with low beam currents, the
reaction of hydrogen peroxide with OH radicals (rxn 44) was shown
to be hampered, which could be due to limited interactions between
radicals and molecules. The efficiency of the H2O2 decomposition with hydrated electrons (rxn 19) was not affected
by different beam intensities. With SH2O2 rxn the influence of the main peroxide decomposition (rxn 19, 35, 43,
44) and formation reactions (rxn 40) are considered. The good agreement
with the total H2O2 yield suppression underlines
the importance of all these reactions in the H2O2 reaction pathway. For gamma-ray and proton irradiations with LETs
below the 20 eV/nm threshold, similar reductions of the H2O2 concentration, also in the absence of additional H2, were reported.[19,23]The formation
of H2 and H2O2 occurs
mainly within the track, which is usually followed by an outward diffusion
into the bulk water. Within the homogeneous regime, the chemistry
is mainly determined by secondary reactions of radicals with stable
molecular species.[23,31] The resulting yield attenuation
of molecular products is described in detail above. Interactions between
radicals play an inferior role, and as such, only a slight increase
in the quantities of molecular products is observed.[19] In the case of hydrogen, the combination of H atoms (rxn
33), as well as the reaction of H atoms with hydrated electrons (rxn
24), has a moderately enhancing effect on the H2 levels.
The latter reaction plays a limited role and is only relevant at elevated
molecular hydrogen concentrations. The combination of OH radicals
(rxn 40) is known to be the main intratrack process leading to the
formation of hydrogen peroxide.[23,31,32] However, in the homogeneous domain rxn 40 is only of minor significance
and limited to low H2O2 concentrations, particularly
at low beam currents.The observations of the hydrogen and hydrogen
peroxide yields suggest
that at elevated beam currents, the attenuation of both species depends
only marginally on the solution composition. At FRIB, heavy-ion beams
of high intensity will be stopped in the water-traversed beam blocker
drum.[1] From the studies with our flowing-water
target, suppressed effective H2 and H2O2 yields, in comparison to the literature escape yields, can
be expected at FRIB.
Proton Beam-Induced Radiolysis of the System’s
Water
The “Design of Experiments” feature of
the statistical software Minitab was employed to minimize the computational
effort to determine the functional dependencies of the effective G values of H2, H2O2, and
O2 on their respective concentrations as well as on the
beam current. Such a systematic approach allows finding the cause-and-effect
relationships by performing the least possible number of experimental
runs. To approximate the dependency of the four input variables (H2, H2O2, and O2 concentration,
beam current) and the computed Geff values
of the corresponding molecular species by an empirical model, a careful
selection of the input ranges is required. Here the beam current was
adopted as the decisive parameter and the entire range was divided
into four segments. In comparison to other input factors, the beam
current was regulated, and was therefore less susceptible to variations.
The so-obtained polynomial equations, including the coefficients and
terms of the functional dependency analysis, are given in the Supporting
Information, Table S5a–d.By applying the determined regression equations for Geff(H2, H2O2, O2), the concentration levels of all molecular species could be mapped
over the entire irradiation time, and the results are displayed in Figures a, 5, and 6. In the case of hydrogen (Figure a), the effective
yield prediction suggests about 1.4-times higher H2 concentration
than observed throughout the entire irradiation. However, with the
escape yield-based calculation (assuming a constant G value of 0.64
molecules H2/100 eV[19]), the
percentage of H2 was estimated to be about 2-times higher.
The H2 data acquired within the first irradiation segment
was not included in these considerations, since the sensor was not
yet adequately equilibrated to the measurement conditions.
Figure 4
(a) The measured
% H2 at the sensor (black line) is
approximated by different estimations: The escape yield- and the Geff-based models (green and blue line) predict
higher H2 levels, while the Geff + SS-model suggests a reasonable approximation (orange line). (b)
The steady-state concentrations of H2 in the system’s
water are calculated for each irradiation segment (red dashed lines)
and are an integral part of the Geff + SS-based calculation
(orange line). The corresponding beam current (gray line) is outlined
on the secondary y-axes for both panels a and b.
Figure 5
Escape yield- and the Geff-based prediction
(green and
blue line) overestimate the measured H2O2 concentrations
(black squares). However, with the Geff + SS-based estimation (orange line) an adequate approximation could
be realized. The steady-state concentrations of H2O2 for each irradiation segment are outlined by the red dashed
lines.
Figure 6
Dissolved oxygen levels were assessed before (sensor 1)
and after
(sensor 2) the water was passed over the catalytic converter unit
(black and purple lines). The O2 levels of the system’s
water, which were assessed by sensor 1, were approximated with the Geff-based estimation (blue line).
(a) The measured
% H2 at the sensor (black line) is
approximated by different estimations: The escape yield- and the Geff-based models (green and blue line) predict
higher H2 levels, while the Geff + SS-model suggests a reasonable approximation (orange line). (b)
The steady-state concentrations of H2 in the system’s
water are calculated for each irradiation segment (red dashed lines)
and are an integral part of the Geff + SS-based calculation
(orange line). The corresponding beam current (gray line) is outlined
on the secondary y-axes for both panels a and b.Escape yield- and the Geff-based prediction
(green and
blue line) overestimate the measured H2O2 concentrations
(black squares). However, with the Geff + SS-based estimation (orange line) an adequate approximation could
be realized. The steady-state concentrations of H2O2 for each irradiation segment are outlined by the red dashed
lines.Dissolved oxygen levels were assessed before (sensor 1)
and after
(sensor 2) the water was passed over the catalytic converter unit
(black and purple lines). The O2 levels of the system’s
water, which were assessed by sensor 1, were approximated with the Geff-based estimation (blue line).At elevated beam currents, the discrepancies between
the measured
and Geff-predicted hydrogen peroxide levels
increased (Figure ). For the end of the first irradiation period, the prediction suggests
1.1-times higher H2O2 levels than observed,
which developed to a 1.9-fold increase after 6.4 h. However,
with the escape yield model (assuming a constant G value of 0.74 H2O2 molecules/100 eV[19]), a maximum of 4.5 mM H2O2 was estimated, which is 7.5-times greater than the measured
concentrations.The dissolved oxygen content in the water was
assessed with two
sensors (sensors 1 and 2), placed before and after the catalytic hydrogen
peroxide decomposition unit. The initially comparable sensor readings
diverged when the water was passed over the catalytic unit with the
onset of the third irradiation period (Figure ). The exact stoichiometric relationship
between H2O2 decomposition and O2 discharge was already discussed by Abel et al. and is also considered
in the here performed Geff-based calculation.[24] Similar to the estimated hydrogen peroxide levels,
increasing discrepancies between the oxygen levels measured by sensor
1 and the computed predictions became discernible. For the end of
the last irradiation period, the computed values were 1.5-times higher
than observed; however, only a maximum 1.2-fold increase was noticeable
in all previous irradiation segments. Since molecular oxygen is not
a primary water decomposition product, no escape yield-based prediction
was performed. The Geff-based calculation
considers the oxygen formation by secondary reactions within the homogeneous
phase. It needs to be mentioned that additional O2 was
generated by the catalytic H2O2 decomposition,
which renders the relatively low oxygen levels susceptible to external
influences, such as small variations in the converter’s decomposition
rate or the deaeration rate. With this experimental setup it is not
possible to clearly evaluate any deviations between the estimated
and measured oxygen levels, thus no further analytical estimations
were attempted.In general, the Geff-based calculation
allowed a reasonable approximation of the H2 and H2O2 trends, however, the predictions overestimated
the observed concentrations. The effective yield computation takes
into account the influence on the literature escape yields by the
homogeneous chemical reactions, the geometry of the beam strike volume,
and the continuous water flow. The latter determines the removal rate
of radiolytic species and facilitates the rapid establishment of an
apparent steady state inside the beam strike volume. Even though radiolysis
phenomena have been extensively described in the literature, most
experiments involved the irradiation of an enclosed volume of less
than 100 mL. Under such conditions, a homogeneous distribution of
the formed radiolysis products and the water molecules can be assumed.
By exposing a definite volume to constant low-LET radiation over prolonged
time periods, a steady state will establish and determine the concentrations
of all radiolytic species.[19−21,23,26] In our case, the setup encompassed a small,
beam irradiated chamber (0.14 mL) connected to a nonirradiated, large
water volume (∼36 L). While steady-state conditions are approximated
rapidly in limited volumes, extensive irradiation times would be necessary
to deliver the required dose to the entire system’s water.
However, since the total amount of radiation was deposited only into
the beam strike volume, a considerably lower dose and shorter irradiation
time would be necessary to approach a local steady state. Based on
these assumptions, the steady-state concentrations of H2 and H2O2 were estimated for each irradiation
segment by applying the previously outlined equations, which characterize
the steady-state concentrations as a function of dose rate (Supporting
Information, Table S1). With the slight
beam current variations in each irradiation segment, the calculation
with the average dose rate was regarded as adequate (Supporting Information, Table S2). Under uniform irradiation conditions,
the necessary time to approach steady-state conditions is determined
by the applied dose rate. However, in our system the time structure
is additionally affected by the limited residence time inside the
beam strike volume. Based on these conditions, a model was developed
that considers the Geff-mediated formation
as well as the attenuating effect of the established steady state.
To estimate the rate of the steady-state approximation, a time constant, kSS, was introduced. This is a free variable,
which was fitted to 2.64 × 10–4 s–1 at the minimized χ2 difference between the measured
and estimated H2 and H2O2 concentrations.
With the Geff + SS-based calculation,
the amount of H2 in the system’s water was calculated
(Figure b) and converted
to the percentage H2 at the sensor to allow a comparison
with the measured data (Figure a). In this way, a reasonable approximation became possible,
though the levels after the third irradiation segment are moderately
overestimated. The observed discrepancies might be due to the removal
of H2 from the water and slight variations in the flow
of the purge gas stream. The Geff + SS-model
also allowed an adequate estimation of the measured H2O2 levels over the entire irradiation time (Figure ). It needs to be emphasized,
that this model requires a fitted time constant kSS, which, so far, is not confirmed by experimental measurements.
The time constant is primarily influenced by the conditions of the
system, such as the flow rate. However, since kSS allows the extrapolation of a scenario where the water flow
rate is set to zero (i.e., irradiation of a closed small-volume container)
toward a flowing-water system with a connected large, nonirradiated
volume, it includes any deviations related to such an estimation.
Even though the establishment of a steady state in the entire system’s
water is only based on simulations, the resulting model can explain
our observations during the 1H+ beam experiment.
In the anticipated experimental confirmation, prolonged irradiation
times at a constant dose rate are foreseen.In this study we
propose the establishment of a steady state for
particle radiation with limited LET, such as 9.7 MeV protons, for
an open, large-size system. This can be seen as an extension of previous
studies, in which the approximation of a steady state has only been
described for irradiations of small water volumes with low to moderate
LET radiation.[19−21,23,26,30] The here described steady state-based
calculation can be directly translated toward FRIB conditions and
aid in estimating the expected molecular product levels generated
by ion beams of limited LET. However, at FRIB predominantly high-intensity,
heavy-ion beams will be stopped in the beam dump, inducing various
nuclear reactions that result in a range of diverse secondary, and
sometimes even tertiary, beam fragments. Next to the generation of
beam products, high-energy neutrons and γ-rays are expected
as well,[36,37] which will contribute to the radiolysis
of water molecules. The resulting radiation field will be determined
by the ratio of the different radiation types, however, for most primary
heavy-ion beams a strong high-LET component can be expected. Radiation
characterized by a high LET contributes to a continuous decomposition
of water molecules, while the convergence to steady-state concentrations
of molecular products is not expected.[13,22] The comparable
setup of the FRIB beam dump to our flowing-water target would suggest
an effective yield-based H2, H2O2, and O2 formation, which is still considerably diminished
in comparison to an escape yield-mediated production.Even when
considering an effective yield-based formation of radiolytic
species in FRIB’s isotope harvesting beam dump, elevated molecular
products can be expected in the system’s water. Such levels
can render modest equipment wear possible, and influence the chemical
behavior of radionuclides with sensitive trace-level aqueous chemistry,
which could complicate the anticipated isotope harvesting efforts.
A catalytic recombination unit is foreseen to keep the amount of radiolytic
hydrogen and oxygen within limits. The large surface area of the water
system’s stainless-steel pipes was previously assumed to effectively
decompose hydrogen peroxide. However, the exposure of stainless-steel
surfaces to large quantities of H2O2 has been
shown to reduce the rate of degradation, resulting in increased H2O2 concentrations within the system’s water.[4]The addition of H2 to the primary
coolant water of pressurized
water reactors has been effective in preventing the buildup of oxidizing
species. In these systems, 10B is added to the water as
moderator and represents a source of high- LET 4He and 7Li particles, while the water is also exposed to γ-radiation
and fast neutrons. With low-LET radiation excessive amounts of radicals
are generated, which support the recombination of hydrogen peroxide
in a hydrogen-rich environment.[38] However,
the extent of water decomposition is strongly dependent on the local
ratio between high- and low-LET radiation. In pure alpha beam irradiations,
a decrease of the steady-state concentrations could only be observed
when alpha particles of limited LET were applied, while high-LET alpha
beams created an unchanged, almost linear increase of hydrogen peroxide
levels.[19,39] The radiation field created by FRIB’s
primary heavy-ion beams, when impinging onto the beam dump, is expected
to entail a considerable amount of high-LET radiation. For every beam
type and energy, it is necessary to determine whether the low-LET
component can maintain a sufficient level of radical species to realize
an effective recombination at elevated hydrogen levels. An alternative
option to reduce the levels of hydrogen peroxide could be based on
catalytic decomposition, like the catalytic converter unit in our
harvesting system. This method would allow an effective peroxide decomposition
independent from the prevalent radical concentrations. However, to
allow a more confident prediction, a translation of the simulation
model to include the dimensions and flow dynamics of the rotating
FRIB beam dump would be necessary. The here established kinetic modeling
of the homogeneous radiolysis phase of the flowing-water target will
contribute toward the development of an adequate simulation for the
conditions at FRIB.
Conclusions
In the high-intensity proton
irradiation of our isotope harvesting
system, lower levels of radiolytic hydrogen and hydrogen peroxide
were observed than expected. While a suppression of the escape yield-based
formation is assumed for closed, limited volumes, fewer interactions
between radiolytic species are expected to occur in open, large-size
systems like ours. With the developed simulation model, the noticeable
influence of homogeneous interactions within the dynamics of the flowing-water
target could be estimated. The decreased effective yields showed a
dependency on the prevailing concentrations of molecular hydrogen,
oxygen, and hydrogen peroxide as well as on the applied beam current.
However, the experimental measurements could only be approximated
by a model that additionally considers the establishment of a steady
state. Such an effect, previously only described for enclosed systems
subjected to low-LET radiation, is made possible by the small beam
strike volume connected to the large water tank via mass transfer.
However, for the heavy-ion beams at FRIB an effective yield-based
formation is expected. The here developed simulation model provides
a reasonable basis for a translation toward the conditions at FRIB
and thereby aid in estimating the levels of generated molecular products.
Authors: C Shaun Loveless; Boone E Marois; Samuel J Ferran; John T Wilkinson; Logan Sutherlin; Gregory Severin; Jennifer A Shusterman; Nicholas D Scielzo; Mark A Stoyer; David J Morrissey; J David Robertson; Graham F Peaslee; Suzanne E Lapi Journal: Appl Radiat Isot Date: 2019-12-11 Impact factor: 1.513
Authors: Tara Mastren; Aranh Pen; Shaun Loveless; Bernadette V Marquez; Elizabeth Bollinger; Boone Marois; Nicholas Hubley; Kyle Brown; David J Morrissey; Graham F Peaslee; Suzanne E Lapi Journal: Anal Chem Date: 2015-10-05 Impact factor: 6.986
Authors: Tara Mastren; Aranh Pen; Graham F Peaslee; Nick Wozniak; Shaun Loveless; Scott Essenmacher; Lee G Sobotka; David J Morrissey; Suzanne E Lapi Journal: Sci Rep Date: 2014-10-21 Impact factor: 4.379