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"Intelligent Polymer Systems". In: Encyclopedia of Polymer Science and Technology
INTELLIGENT POLYMER
SYSTEMS
Introduction
Intelligent polymer systems possess the ability to sense, process information, and
actuate responses. Energy is usually required to implement these functions and
so energy conversion/storage capabilities are desirable if the system is to be truly
autonomous. Ideally, these functions would be integrated at the molecular level.
It has been clearly demonstrated over the past 20 years that inherently
conducting polymers (ICPs) are capable of providing all of the above functions
and as such they have a critical role to play in the development of intelligent
polymer systems (see E
LECTRICALLY
A
CTIVE
P
OLYMERS
).
This article briefly reviews the properties of ICPs and their ability to function
as sensors, processors, actuators, and energy conversion/storage systems.
To illustrate the ability of ICPs to provide the range of functions required for
intelligent polymer systems, we will draw on examples that utilize polypyrroles
(
1
) or polythiophenes (
2
).
231
Encyclopedia of Polymer Science and Technology. Copyright John Wiley & Sons, Inc. All rights reserved.
232 INTELLIGENT POLYMER SYSTEMS
Vol. 10
3–4 for optimal conduc-
tivity; ie, there is a positive charge on every third or fourth pyrrole or thiophene
along the polymer chain, near which the dopant anion A
−
is electrostatically
attached.
Polyanilines are also of interest but they are less amenable to use in a wide
range of environments because of the need to retain protonation to ensure con-
ductivity. Consequently, most of the examples here will focus on polypyrrole and
polythiophene.
Each of these materials may be produced via either chemical or electrochemi-
cal oxidation of the appropriate monomer (1). For polypyrrole the electrodeposition
process is described simplistically in equation 1.
∼
(1)
A dopant counterion (A
−
) is incorporated during electrosynthesis to balance
the charge on the polymer backbone. A wide range of dopants can be incorporated
using this approach. Common chemical oxidants such as FeCl
3
and (NH
4
)
2
S
2
O
8
may also be used and these provide the anion from the oxidant, as the dopant
anion A
−
. In general, chemical oxidation provides ICPs as powders, while elec-
trochemical synthesis leads to films.
An important feature of ICPs is that they are amenable to oxida-
tion/reduction processes that can be initiated at moderate potentials. For
polypyrroles and polythiophenes, two oxidation states can be reversibly switched,
as shown in equation 2 (Z
=
NH or S). The oxidized forms exhibit good electrical
conductivity (
σ
=
1–100 S
·
cm
−
1
), while the reduced forms have very low conduc-
tivity (
σ
∼
10
−
8
S
·
cm
−
1
).
(2)
If the dopant anion A
−
is small and mobile (eg, Cl
−
) and the polymer has a
high surface-area-to-volume ratio, then upon reduction the anion will be efficiently
ejected from the polymer. However, if the dopant is large and immobile (eg, if A
−
is a polyelectrolyte such as polystyrene sulfonate) then an electrically induced
cation-exchange process occurs, according to equation 3:
(3)
where the cation (X
+
) is incorporated from the supporting electrolyte solution (2).
The exact nature of the reduction process has a dramatic effect on the physical and
For polypyrroles and polythiophenes,
n
is usually
Vol. 10
INTELLIGENT POLYMER SYSTEMS 233
chemical properties of the polymer. These changes are important in determining
the sensing, information processing, and actuation capabilities of the systems as
discussed below.
Sensing
Nature has developed recognition systems that are able to discriminate on the ba-
sis of highly specific molecule–molecule interactions generating a unique signal.
Alternatively, nature utilizes arrays of less specific sensors to collect information
that is deciphered using pattern recognition processes carried out in the brain.
Both approaches have also been pursued using ICPs in the development of syn-
thetic sensors, as both chemical and physical sensors.
As chemical sensors, specificity can be induced by using molecular recogni-
tion components from nature. For example, the ICP may be used as an immobi-
lization platform for enzymes (3–5), antibodies (6–10), oligonucelotides (11–13),
or even whole living cells (14,15). The bioactive component may be incorporated
during the polymerization process and the ICP provides signal transduction and
transmission capabilities (Figure 1
a
). The majority of enzyme-containing ICP sen-
sors generate a signal because of the enzymatic generation of an electroactive
product (eg, H
2
O
2
) or the consumption of an electroactive product (eg, O
2
). Al-
ternatively, the bioevent may trigger a change in pH of the analyte solution that
alters the resistance of the polymer (16). The mechanism of signal generation
with antibody-containing conducting polymer sensors appears to be associated
Fig. 1.
(
a
) Polymeriztaion of polypyrrole onto an electrode using an oligonucleotide (A)
as the dopant. The oligonucleotide is physically entrapped within the polymer during syn-
thesis. (
b
) As a target oligonucleotide (T) passes across the surface of the oligonucleotide
(A) doped polypyrrole electrode, a hybridization reaction occurs (indicated by the dashed
lines). This results in a change in the current/potential response observed at the electrode.
234 INTELLIGENT POLYMER SYSTEMS
Vol. 10
with the modification of cation movement into and out of the polymer upon oxida-
tion/reduction in the presence of the antigen (17,18). In the case of complementary
oligonucleotide binding, only limited examples use direct electrochemical signal
transduction (19,20), and here the mechanism of signal generation is not clear
(Figure 1
b
).
The selective detection of metal ions has also been achieved by the cova-
lent attachment of molecular recognition moieties to the ICP backbone. The usual
approach has been to synthesize a monomer or dimer containing the appropriate
recognition group and this is subsequently polymerized (21). Swager (22) have pre-
pared polythiophenes containing crown ethers and calixarenes covalently bound
to the bithiophene repeat units, which exhibit controllable selectivity toward Li
+
,
Na
+
, and K
+
ions.
An alternative route to appropriately functionalized ICPs is the use of sul-
fonated species containing the desired molecular recognition/receptor site as
the dopant anion for the conducting polymer chains. For example, calixarene-
containing polypyrroles (23) and polyanilines (24) have recently been prepared
via the use of sulfonated calixarenes as dopant anions. Similarly, the incorpora-
tion of metal complexing agents such as sulfonated 8-hydroxyquinoline as dopants
in polypyrroles provides a simple route to metal ion-selective ICPs (25).
ICPs have also been assembled as microsensing arrays with a view to col-
lecting less specific data subsequently deciphered using pattern recognition soft-
ware. The so-called electronic noses are based on this principle (26–30). A range
of conducting polymers with differing molecular selectivity respond (by changes
in electronic resistance of the polymer) to a complex mixture to produce a unique
pattern of responses. This approach has been used to differentiate beers (26), to
detect microorganisms (28,29), for wastewater management (31,32), and for wine
characterization (33). Stuetz and co-workers (31) demonstrated the ability of a
nonspecific sensor array (consisting of 12 conducting polymers) to detect changes
in the organic content of a wastewater sample. These researchers were able to
draw a comparison between the odor profiles of sewage liquids and corresponding
BOD, GOD, and TOC measurements using this sensor array. Using a nonspe-
cific conducting polymer sensor array, Bourgeois and co-workers (32) developed
an on-line continuous measurement system that monitored changes in water and
wastewater quality. By analyzing the headspace gas from sparged samples, which
flowed over the sensor array, they were able to successfully monitor samples both
in a laboratory and in field setting. Guadarrama and co-workers (33) used the
response of a conducting polymer sensor array to characterize varieties of Span-
ish wine. Using static and dynamic headspace sampling combined with statistical
analysis utilizing pattern recognition techniques, they were able to characterize
these wines by considering the sensitivity of the polymer films to moisture and
ethanol content.
The array approach has also been developed for amperometric sensing when
used in solution. Change in amperometric responses in the presence of different
ions is used as the signal transduction method. This has been used by us to dis-
criminate between simple ions (34,35) and even proteins (36). The approach used
is similar to the “electronic nose” in that none of the sensing elements is specific;
however, each polymer has a different selectivity series, giving rise to a unique
pattern of responses for any given protein.
Vol. 10
INTELLIGENT POLYMER SYSTEMS 235
Actuating
ICPs are capable of undergoing transformations at the molecular level through to
the macro-molecular level. The former can be used to build responsive molecule
release systems, while the latter forms the basis of artificial muscles. A change in
oxidation state of the polymer (see equations 2 and 3) is accompanied by dramatic
changes in chemical and physical properties. Chemical changes have been studied
at the molecular level using a technique known as
inverse chromatography
both
in solution (37,38) and in gas phase (39,40). These studies revealed that, at least
when the dopant A
−
is small and mobile, reduction decreases the anion-exchange
capacity of the polymer and increases the hydrophobicity of the polymer back-
bone. The dopants can be chosen so that the release process has the desired effect
on the chemical composition of the immediate environment. For example, Miller
described the triggered release of glutamate (41) and salicylate (42) among other
compounds.
The movement of ions has also been tracked using electrochemical quartz
crystal microbalance techniques (43–45). As ions move in and out of the polymer
matrix, upon oxidation and reduction, a resonant frequency shift is observed for
the polymer coated quartz crystal. The magnitude of the frequency shift is indica-
tive of the amount of ions moving either in or out of the polymer. The direction of ion
flow has been shown to be dependent upon the nature of the dopant bound within
the polymer. Small spherical-like anions are known to move easily in and out of
the polymer matrix. When the polymer is oxidized the backbone becomes cationic
(p-type) and anions move into the polymer, effectively doping the polymer. Upon
reduction of the polymer backbone, the cationic characteristics of the polymer are
lost and the anions are expelled under the negative electric field of the reduction
potential. Ion flux can be reversed by the incorporation of large anion species into
the polymer during the growth phase, such as dodecylbenzene sulfonate (46,47)
or polyelectrolytes such as polystyrene sulfonate (48). Upon reduction of the poly-
mer the bulky anion cannot be expelled while the polymer backbone looses its net
cationic charge, resulting in the bulk material having an anionic character. The
result of this process is that cation species are incorporated into the polymer to
achieve electrostatic balance.
The incorporation of either anions or cations during redox cycling results
in polymer swelling. This principle has been exploited in applications such as
polymer actuators. These incorporation/exclusion events at the molecular level
also result in changes in the overall volume (dimensions) of the polymer (49). It
was these volume changes that led Baughman and colleagues to the concept of
electromechanical actuators (artificial muscles) based on conducting polymers.
Massoumi and Entezami (50,51) utilized conducting polymer bilayers to
demonstrate that active cations and electrolyte cations (ie, sulfosalicylic acid and
2-ethylhexyl phosphate) can be transported in to and out (controlled release) of
the bilayer outer film.
Pyo and Reynolds (52,53) reported the selective releasing of ions, such as
adenosine 5
-triphosphate and heparin respectively, from conducting polymer
bilayer structures. Piro and co-workers (54) successfully incorporated oligonu-
cleotides into conducting polymer films using a two-step polymerization process.
The release of these trapped oligonucleotides was also investigated, where the
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