SOSI-13109; No of Pages 5
Solid State Ionics xxx (2013) xxx–xxx
Contents lists available at ScienceDirect
Solid State Ionics
journal homepage: www.elsevier.com/locate/ssi
Ion dynamics behavior in solid polymer electrolyte
Neelam Srivastava ⁎, Manindra Kumar
Department of Physics (MMV), Banaras Hindu University, Varanasi, 221005, India
a r t i c l e
i n f o
Article history:
Received 17 May 2013
Received in revised form 1 October 2013
Accepted 5 October 2013
Available online xxxx
Keywords:
Polymer electrolyte
Power law scaling
UPL/SLPL
Conductivity
a b s t r a c t
A conducting polymer system, having room temperature conductivity ~1.26 × 10−4 S/cm (for 50% NaI
concentration) and ionic transference number ~0.80, has been prepared by mixing NaI in a novel polymer host
(synthesized polymer + poly (ethylene oxide)). Mobility (μ) and total number of charge carriers (N), estimated
from dielectric parameters, have a value of ~1.65 × 10−2 cm2 V−1 s−1 and 4.70 × 1016 cm−3 respectively. Inverse
relationship between conductivity power law exponent n and N/N0 (fractional number of dissociated charge
carriers) is explained in terms of statistical nature of ion dynamics. The temperature dependence of “n” studied
separately in universal power law (UPL) and super linear power law (SLPL) region revealed that exponent n
responds differently to temperature in these two different regions. Ion hopping frequency (ωp), obtained from
universal power law (UPL) region, is used for scaling of conductivity and permittivity curves. Conductivity scaling
followed a master curve Y = 1 + Xn, having n = 0.85 ± 0.07, covering both UPL as well as SLPL region which
confirms that both phenomena have the same origin.
© 2013 Elsevier B.V. All rights reserved.
1. Introduction
Conducting (ionic, electronic or ionic–electronic mixed conducting)
materials are technologically important; hence considerable importance
is being given to understand ion dynamics in these conductors [1–4]. AC
conductivity data, presented as logσ vs. logω curves (where σ is real part
of conductivity and ω is frequency), shows a remarkable universal
nature [5], exhibited by all thermally activated hopping conductivity
(ionic/electronic conduction in crystalline/amorphous materials);
hence is extensively used to understand the charge carrier dynamics
of disordered materials [6]. The conductivity power law σ (ω) =
σ0 + Aωn proposed by Jonscher [7] is followed by a wide variety of
materials. Here σ0 is the frequency independent dc conductivity
and n is the power law exponent restricted to be 0 b n b 1 and this
behavior is correlated with hopping of ions. Almond and West [8–10]
represented the same conductivity law in terms of ion hopping
frequency (ωp) as σ (ω) = σ0 [1 + (ω/ωp)n]. These are known as
universal/sublinear power law (UPL). They deal with correlated ion
hopping at a large time scale. UPL explains only a small portion of
conductivity dispersion. Extension of conductivity dispersion study
covering wider variety of materials in broader frequency and
temperature range, has indicated that “n” does not limit to b 1 [11,12].
“n” ≥ 1 is related with movement of caged/localized ions. Nowick
et al. [13–15] have proposed a new power law to explain NCL, which
was superposition of UPL and a nearly constant loss term, represented
as σ(ω) = σ0 [1 + (ω/ωp)n] + Aωm, where m = 1, and generally
⁎ Corresponding author.
E-mail addresses:
[email protected],
[email protected] (N. Srivastava).
known as augmented power law. Lunkenheimer and Loidl [16] claimed
that UPL is followed by a super linear power law (SLPL) with an
exponent (m) b 2, which is also valid for many disordered materials
and are gaining universal status. Recently many theoretical models
are proposed to explain n N 1 and going beyond 2 also. These models
are applicable to variety of material and new universality is recognized
and designated as Second Universality [5] where as First Universality is
Jonscher's power law universality. First and second universality and its
transition from one to other have been summarized by Funke and his
group in their recent review article [5].
NCL/SLPL is supposed to have their origin in coulombic cage. In
polymer electrolyte two different possibilities arises, i) caging due to
matrix molecules [17] or ii) due to neighboring mobile charge carriers
[18]. These two caging effects manifest themselves in different ways in
exponent “n” vs. temperature data. In case (i) exponent n will increase
with decrease in temperature [19], whereas for case (ii) n will increase
with increasing temperature [20]. Typical value of n in UPL region
should lie ~0.5–0.65 whereas for other phenomenon it will have higher
value. Hence the study of n vs. different parameters (salt concentration
and temperature) has plenty of hidden information. Here onwards n b 1
will be represented by nUPL and n N 1 by nSLPL.
Controlling factors (matrix or neighboring ions) of ion dynamics can
be understood by scaling behavior of logσ vs. logω curve [21]. If the
effect, of controlling factors, on conductivity is restricted to control
number of charge carriers and mobility only and not the underlying
mechanism then scaling will result in single master curve i.e. if NCL/
SLPL is due to coulombic cage caused by mobile charge carrier, scaling
could be observed in frequency range including UPL and NCL/SLPL
both whereas matrix controlled NCL/SLPL will result in poor scaling
beyond UPL region.
0167-2738/$ – see front matter © 2013 Elsevier B.V. All rights reserved.
http://dx.doi.org/10.1016/j.ssi.2013.10.026
Please cite this article as: N. Srivastava, M. Kumar, Solid State Ionics (2013), http://dx.doi.org/10.1016/j.ssi.2013.10.026
2
N. Srivastava, M. Kumar / Solid State Ionics xxx (2013) xxx–xxx
2. Experimental
3. Results and discussion
2.1. Materials used
Series of prepared material was characterized to optimize the
salt concentration and to understand ionic conduction in it. Fig. 2
shows that 50% salt containing material is maximum conducting
(~ 1.26 × 10− 4S/cm) with mobility (μ) ~ 1.65 × 10− 2 cm2 V− 1 s− 1
and total number of charge carriers (N) ~ 4.70 × 1016 cm− 3
respectively. Because of limitation of pages, the present paper aims
to discuss only ion dynamics in the system and hence the details of
procedure related to other characterization (such as structure, ionic
transference number, mobility and number of charge carriers etc.)
are communicated somewhere else, but authors would like to
mention here that mobility calculated using Klein et al. approach
[22] is only an approximate value. This is because the formula
derived in their paper is achieved after approximations and is
derived for single ion conductor and hence when used for real
systems having multiple ions, it results in average value [23]. The
material has total ionic transference number ~ 0.80. Material has
multiple charge carriers, besides presence of electronic conduction
possible charge carriers in the system are Na+, I−, H+ and OH−.
Possibility of H+ and OH− arises from hygroscopic nature of material.
Polyethylene oxide (PEO, Sigma-Aldrich, mol wt = 6 × 105),
triethylenetetramine (Loba Chem), 1-3 propane sultone (Sigma-Aldrich),
sodium iodide (NaI, Fisher Scientific), glutaraldehyde (Loba Chem), and
methanol (Fisher Scientific) were used for preparing the materials.
2.2. Preparation of polymer electrolyte films
Polymer electrolytes films were prepared by solution cast technique.
Appropriate amount of triethylenetetramine and methanol were stirred
at room temperature. In the resultant solution 1-3 propane sultone was
added drop wise for 10 minutes and stirred at room temperature. This
was an exothermic reaction and the temperature of the solution was
70 °C. The solution was left for cooling at room temperature; after
that, the solution was stirred at 50 °C. After getting homogeneous and
viscous solution, NaI (in different wt%: 0, 10, 20, 30, 40, 50) is added
and solution is stirred for one hour. After that 2 mL of glutaraldehyde
is added into the solution and stirred at 50 °C. Material was liquidus
and “free standing films” could not be obtained. Hence 10 wt% PEO
was added in prepared material to get free standing films. PEO was
mixed with anhydrous methanol and stirred vigorously at 40 °C until a
homogeneous solution was formed and then prepared material was
poured in it and stirred. The resultant homogeneous solution was
poured in a polypropylene Petri dish and solvent was allowed to
evaporate slowly in ambient condition. After complete evaporation of
solvent, free standing films of different compositions were obtained.
So obtained material showed a highest conductivity of the order of
10−4S/cm. The estimated ionic transference number is ~0.80, which
indicates a mixed conducting nature of prepared material. The
proposed structure of the prepared material is given in Fig. 1.
The prepared material has been characterized using computer
controlled HIOKI LCR meter 3532-50 in the frequency range 42 Hz
to 5 MHz. The obtained real and imaginary impedances have
been further used for calculating the conductivity (σ) and dielectric
properties (ε′ and ε″) by following relations:
′
σ ¼ l=Z A
ð1Þ
2
2
′
″
′
″2
″
′
′
″2
ε ¼ Z = Z þ Z ωC and ε ¼ Z = Z þ Z ωC
ð2Þ
where ε′ and ε″ are real and imaginary part of permittivity, Z′ and Z″are
real and imaginary part of impedance, ω is angular frequency and C is
capacitance of empty measuring cell of electrode area A and sample
dimension Į.
3.1. Variation of exponent “n” with temperature
AC conductivity vs. frequency plot with different salt
concentration is shown in Fig. 3. The dc conductivity regions
are well separated depending upon the salt concentration.
Towards higher frequency side, curves tend to collapse in a
single curve, which indicates the possible presence of NCL/SLPL
region in the present system [24]. The derivative study
∂(logσ)/∂(logω) of the curve indicated varying value of
exponent n from 0 to N 2, confirming existence of NCL/SLPL
region. Fig. 4 shows the deviation from power law fitting and
confirms different values of n existing in different regions.
Hence Fig. 4 was divided into two regions marked by arrow
and separate fitting was done. Fig. (a) and (b) (shown in inset
of Fig. 4) are fittings i) in the frequency region above the
arrow where derivative showed n N 1 indicating SLPL region and
ii) in the rest of the frequency region i.e. below the arrow where
derivative showed n b 1 representing ion hopping (UPL) region. PEO
was used for sample preparation whose melting point (Tm) is 68 °C. In
the present study, nSLPL and nUPL are drastically affected near Tm and
they follow different trend as shown in Fig. 5a and b. The number of
charge carriers as well as their kinetic energy both will increase with
temperature. Hence a statistical dominance of “long range hopping
charge carriers' over “caged mobile charge carriers” is expected.
Chandra and Chandra [25] discussed that melting of PEO has
pronounced effect on number of charge carriers than on mobility.
Both these factors will increase random hopping of charge carriers
hence after Tm the long range hopping will be replaced by dc conduction
process as shown in Fig. 5a. Variation of nSLPL showed a jump at Tm i.e.
from b2 to N2. ADWP model [26] given for glasses correlates the glass
Fig. 1. The proposed structure of the prepared material.
Please cite this article as: N. Srivastava, M. Kumar, Solid State Ionics (2013), http://dx.doi.org/10.1016/j.ssi.2013.10.026
N. Srivastava, M. Kumar / Solid State Ionics xxx (2013) xxx–xxx
Fig. 2. Variation of conductivity, mobility and number of charge carriers with salt
concentration at 34 °C.
transition temperature with b 2 and N2 values by the following
equation:
nSLPL
¼ 1 þ T=T g ≥1
3
Fig. 4. Frequency-dependent conductivity after removing electrode polarization
portion and in inset (a) shows SLPL region and (b) shows UPL region at room temperature
i.e. 34 °C.
dissociated mobile charge carriers (N/N0). N/N0 can be calculated
using following formula [27]
ð3Þ
which predicts a very slow increase in nSLPL with temperature and
permits nSLPL to have value b2 and N 2 before and after glass transition
temperature respectively. In the present case also nSLPL has a constant
value (b2 and N2 before and after phase transition respectively) within
experimental limits but a sudden jump is observed at phase transition
temperature. Peculiar point is that the phase transition is related with
Tm not with Tg. Authors could not find any theory in literature,
correlating Tm and nSLPL and hence this experimental finding is open
for theoreticians to explain. Here attention is required towards the
fact that in PEO based polymer electrolyte a sudden jump in conductivity at Tm is explained in terms of release of charge carriers along
with increased flexibility of polymer chains [25]. Hence the increased
caging of ions (indicated by jump in nSLPL) may be either due to
increased number of charge carriers or increased flexibility of host
matrix. Correlating it with scaling phenomenon (discussed later)
observed in complete frequency region, caging due to mobile charge
carrier seems to be more appropriate explanation, but in absence of
theoretical model a definite conclusive statement is not possible.
3.2. Variation of N/N0 and n with salt concentrationSince NCL/SLPL is explained in terms of localized or caged movement
of ions, it is anticipated to have a relation with fractional number of
N=N0 ¼ exp½−U=2εkB T
ð4Þ
where N is dissociated number of charge carrier and N0 is total number
of charge carrier, U is the dissociation energy of the salt and ε is the
dielectric constant of the matrix at temperature T and kB is Boltzmann
constant. Variation of N/N0, nUPL and nSLPL with salt concentration is
shown in Fig. 6. nUPL curve exactly follows a mirror image of N/N0
curve. nSLPL also shows an inverse trend but not as exactly as shown
by nUPL. Origin of this inverse relation lies in the fact that ion dynamics
(UPL or SLPL) is a statistical phenomenon.
Before discussing this inverse relation in detail, attention is required
towards the trend of N/N0 with salt concentration. At low salt
concentration higher value of N/N0 is expected in comparison to that
at higher salt concentration. At higher salt concentration increasing
coulombic interaction between dissociated ions may decrease N/N0,
whereas at low salt concentration ions will be comparatively apart
from each other resulting in less coulombic interaction allowing them
to remain dissociated. In the present study, low value of N/N0 is found
at low salt concentration. This smaller value of N/N0, at low salt
concentration, indicates that some of the ions are not available as
mobile charge carriers. Low potential cages/adducts exists in polymer
matrix [17]. Ions will be trapped in these adducts and will move around
adduct forming charge species, so the long range hopping is restricted.
Once the host matrix is fixed, the number of low potential adducts in
the system will remain approximately the same. Hence with increase
in salt concentration mobile charge carriers will dominate over the
number of caged charges indicated by increased value of N/N0. In
polymer based electrolyte systems ion association or formation of ionpairs with increasing salt concentration is a known fact [28]. Such ion
association or ion-pair formation will again contribute to dominance
of caging effect (not allowing the ions to hop). This seems to be the
reason of almost constant value of N/N0 at higher salt concentration.
The dominance of mobile charge carriers over caged ions can be
interpreted as statistical dominance of ion hopping over caged ion
motion (or NCL/SLPL phenomenon) i.e. exponent n will tend towards
its ideal value 0.5–0.65. Same is indicated by inverse relation between
N/N0 and n.
3.3. Scaling of ac conductivity and dielectric permittivity-
Fig. 3. Frequency-dependent conductivity at various salt concentrations at 34 °C
temperature.
NCL/SLPL is localized motion of ions or we can say movement of
caged ions. The reasons of caging can be different; it may be due to
Please cite this article as: N. Srivastava, M. Kumar, Solid State Ionics (2013), http://dx.doi.org/10.1016/j.ssi.2013.10.026
4
N. Srivastava, M. Kumar / Solid State Ionics xxx (2013) xxx–xxx
to mention that σ0 and ωp have to be estimated from fitting of ion
hopping region. In the present case, these values are estimated from
the region where logσ vs. logω curve derivative showed n b 1. Scaling
parameters have been estimated carefully after neglecting polarization
region. Since n is strictly not independent of frequency hence for
comparison of data a fixed frequency range has been selected for all
curves. The scaling of the conductivity follows the following law:
σ=σ 0 ¼ F ω=ωp
where F ðxÞ ¼ 1 þ x
n
ð5Þ
where F is the scaling factor and ω is the frequency.
Fig. 7 shows the scaled conductivity curve with exponent n = 0.85 ±
0.07. The scaled conductivity spectra, with respect to salt concentration,
collapsed into a single master curve including UPL as well as SLPL
region. This can be interpreted as existence of a single phenomenon
for all curves in complete experimental frequency range [29] indicating
composition independent charge transport mechanism i.e. doping
concentration is only affecting the charge concentration and/or mobility
without influencing conduction mechanism. Single master curve
obtained covering both UPL as well as SLPL region confirms that the
ion hopping and SLPL have the same origin. The same scaling was tried
with respect to temperature also but since ωp goes beyond the experimental frequency limit, it could be done only for two temperatures
as shown in Fig. 6 inset.
Scaling has been successfully obtained for dielectric permittivity
also. After the removal of contribution from electrode polarization,
permittivity value εs′ contributed by mobile ions was obtained at low
frequency [30,31]. Then the permittivity change Δε = ε∞′ −εs′ is a direct
consequence of relaxation of hopping ions where ε∞′ is is high frequency
dielectric constant. Sidebottom [32] suggests that the scaling of the real
part of the permittivity can be done as:
Fig. 5. (a). Variation of nUPL as a function of temperature. (b). Variation of nSLPL as a function
of temperature.
coulombic potential of neighboring ions or due to host matrix. Scaling of
impedance data is a simple technique, to differentiate between two
because if the underlying mechanism is the same then master curve is
achieved else scaling fails. For scaling, values of σ0 and ωp are required.
ωp denotes the transition from dc conductivity to dispersive conductivity and it is the value of ω at which σ(ω) = 2σ0(ω) where σ0
can be found from fitting the σ=σ0 +Aωn equation. Here it is important
Fig. 6. Variation of nUPL, N/N0 and nSLPL as a function of salt concentration at 34 °C of
temperature.
′
ε −ε∞ =Δε ¼ F ω=ωp
where ωp ¼ σ 0 =ε0 Δε:
ð6Þ
Fig. 8 shows the scaling of the permittivity curve with salt
concentration and temperature. Both the curves are fitted into a single
master curve. It indicates a single mechanism applicable to all the curves
in complete frequency range.
Fig. 7. Scaling behavior of conductivity curve for varying salt concentration and in inset for
varying temperature (for interpretation of the references to color in this figure legend, the
reader is referred to the web version of the article).
Please cite this article as: N. Srivastava, M. Kumar, Solid State Ionics (2013), http://dx.doi.org/10.1016/j.ssi.2013.10.026
N. Srivastava, M. Kumar / Solid State Ionics xxx (2013) xxx–xxx
5
from universal power law (UPL)/sublinear power law region. Conductivity scaling followed a single master curve Y = 1 + Xn, having
n = 0.85 ± 0.07 covering both UPL as well as SLPL region. The scaled
master curve confirmed that single phenomenon is governing all
possible charge motion in system.
References
[1]
[2]
[3]
[4]
[5]
Fig. 8. Scaling behavior of permittivity spectra for varying salt concentration and
temperature respectively.
4. Conclusions
The present study confirms that power law universality is applicable
to conducting polymer materials having multiple charge carriers. Ion
hopping as well as localized ion movement was observed at room
temperature in limited frequency range (42 Hz to 5 MHz). Fractional
number of dissociated mobile charge carrier (N/N0) and power law
exponent (n) has inverse relation which is correlated with statistical
nature of ion dynamics and caging of ions. Temperature dependent
behavior of exponent n, in ion hopping and localized ion movement
range, has shown totally different trend. nUPL follows an expected
decreasing trend with increasing temperature whereas a sudden jump
observed in nSLPL at melting temperature phase transition. Scaling of
conductivity and permittivity curves has been done using ωp obtained
[6]
[7]
[8]
[9]
[10]
[11]
[12]
[13]
[14]
[15]
[16]
[17]
[18]
[19]
[20]
[21]
[22]
[23]
[24]
[25]
[26]
[27]
[28]
[29]
[30]
[31]
[32]
D.L. Sidebottom, B. Roling, K. Funke, Phys. Rev. B 63 (2000) 024301.
B. Roling, C. Martiny, S. Murugavel, Phys. Rev. Lett. 87 (2001) 085901.
S.J. Pas, R.D. Banhatti, K. Funke, Solid State Ionics 177 (2006) 3135.
D.M. Laughman, R.D. Banhatti, K. Funke, Phys. Chem. Chem. Phys. 12 (2010) 14102.
K. Funke, R.D. Banhatti, D.M. Laughman, L.G. Badr, M. Mutke, A. Santic, W. Wrobel,
E.M. Fellberg, C. Biermann, Z. Phys. Chem. 224 (2010) 1891.
D.L. Sidebottom, Rev. Mod. Phys. 81 (2009) 999.
A.K. Jonscher, Nature 267 (1977) 673.
D.P. Almond, G.K. Duncan, A.R. West, Solid State Ionics 8 (1983) 159.
D.P. Almond, A.R. West, Solid State Ionics 11 (1983) 57.
D.P. Almond, C.C. Hunter, A.R. West, J. Mater. Sci. 19 (1984) 3236.
A. Pradel, G. Taillades, C. Cramer, M. Ribes, Solid State Ionics 105 (1998) 139.
I. Sakellis, Appl. Phys. Lett. 98 (2011) 072904.
W.K. Lee, J.F. Liu, A.S. Nowick, Phys. Rev. Lett. 67 (1991) 1559.
A.S. Nowick, B.S. Lim, A.V. Vaysleyb, J. Non-Cryst. Solids 172-174 (1994) 1243.
H. Jain, X. Lu, J. Am. Ceram. Soc. 80 (1997) 517.
P. Lunkenheimer, A. Loidl, Phys. Rev. Lett. 91 (2003) 207601.
M.H. Cohen, J. Chem. Phys. 31 (1959) 1164.
K. Funke, R.D. Banhatti, C. Cramer, Phys. Chem. Chem. Phys. 7 (2005) 157.
D.L. Sidebottom, P.F. Green, R.K. Brow, J. Non-Cryst. Solids 203 (1996) 300.
A. Linares, M.J. Canovas, T.A. Ezquerra, J. Chem. Phys. 128 (2008) 244908.
B. Roling, A. Happe, K. Funke, M.D. Ingram, Phys. Rev. Lett. 78 (1997) 2160.
R.J. Klein, S. Zhang, S. Dou, B.H. Jones, R.H. Colby, J. Runt, J. Chem. Phys. 124 (2006)
144903.
T.M.W.J. Bandara, M.A.K.L. Dissanayake, I. Albinsson and B.E. Mellander, 189, (2011), 63.
C. León, A. Rivera, A. Várez, J. Sanz, J. Santamaria, C.T. Moynihan, K.L. Ngai,
J. Non-Cryst. Solids 305 (2002) 88.
A. Chandra, S. Chandra, J. Phys. D. Appl. Phys. 27 (1994) 2171.
M. Pollak, G.E. Pike, Phys. Rev. Lett. 28 (1972) 1449.
B. Bhattacharya, J.Y. Lee, J. Geng, H.T. Jung, J.K. Park, Langmuir 25 (2009) 3276.
J.R. Maccallum, A.S. Tomlin, C.A. Vincent, Eur. Polym. J. 22 (1986) 787.
L.N. Patro, K. Hariharan, Mater. Chem. Phys. 116 (2009) 81.
D.L. Sidebottom, Phys. Rev. Lett. 82 (1999) 3653.
M.M. Ahmad, K. Yamada, T. Okuda, Solid State Commun. 123 (2002) 185.
D.L. Sidebottom, J. Zhang, Phys. Rev. B 62 (2000) 5503.
Please cite this article as: N. Srivastava, M. Kumar, Solid State Ionics (2013), http://dx.doi.org/10.1016/j.ssi.2013.10.026