SlideShare a Scribd company logo
1 of 8
Download to read offline
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
0 | P a g e  
 
BIOSENSOR	FOR	ENVIRONMENTAL	MONITORING	
Swati Nasipude
Saniya Bagwan
M.Tech. First Year Students, Department Of Technology, Shivaji University Kollhapur
Mr. Anil C. Ranveer
Assistant Professor, Department of Technology, Shivaji University, Kolhapur
ABSTRACT	
Biosensors show the potential to complement laboratory-based analytical methods for
environmental applications. Although biosensors for potential environmental-monitoring
applications have been reported for a wide range of environmental pollutants, from a regulatory
perspective the decision to develop a biosensor method for an environmental application should
consider several interrelated issues. These issues are discussed in terms of the needs, policies,
and mechanisms associated with the identification and selection of appropriate monitoring
methods.
KEY	WORDS: sensors, sensing elements, bio recognizing elements, transducer etc.
INTRODUCTION	
In recent years, a growing number of initiatives and legislative actions for environmental
pollution control, with particular emphasis on water quality control, have been adopted in
parallel with increasing scientific and social concern in this area. The need for disposable
systems or tools for environmental monitoring has encouraged the development of new
technologies and more suitable methodologies, the ability to monitor the increasing number of
analyses of environmental relevance as quickly and as cheaply as possible, and even the
possibility of allowing on-site field monitoring. In this respect, biosensors have demonstrated a
great potential in recent years and thus arise as proposed analytical tools for effective monitoring
in these programs. A biosensor is defined by IUPAC as a self-contained integrated device that is
capable of providing specific quantitative or semi-quantitative analytical information using a
biological recognition element (biochemical receptor), which is retained in direct spatial contact
with a transduction element. A biosensor should be clearly distinguished from a bio analytical
system, which requires additional processing steps, such as reagent addition. A device that is
both disposable after one measurement, i.e., is single use, and unable to monitor the analytic
concentration continuously or after rapid and reproducible regeneration should be designated a
single-use biosensor.
The main advantages offered by biosensors over conventional analytical techniques are the
possibility of portability, of miniaturisation and working on-site, and the ability to measure
pollutants in complex matrices with minimal sample preparation. Although many of the systems
developed cannot compete with conventional analytical methods in terms of accuracy and
reproducibility, they can be used by regulatory authorities and by industry to provide enough
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
1 | P a g e  
 
information for routine testing and screening of samples. For the time being, the monitoring of
water quality has generally relied on the collection of spot water samples followed by extraction
and laboratory-based instrumental analysis. However, this provides only a snapshot of the
situation at the sampling time and fails to provide more realistic information due to spatio-
temporal variations in water characteristics. Biosensors can be useful, for example, for the
continuous monitoring of a contaminated area. They may also present advantageous analytical
features, such as high specificity and sensitivity (inherent in the particular biological recognition
bioassay). At the same time, biosensors offer the possibility of determining not only specific
chemicals but also their biological effects, such as toxicity, cytotoxicity, genotoxicity or
endocrine disrupting effects, i.e., relevant information that in some occasions is more meaningful
than the chemical composition itself. They can provide, finally, total and bio available/bio
accesible pollutant concentrations. Despite these advantages, the application of biosensors in the
environmental field is still limited in comparison to medical or pharmaceutical applications,
where most research and development has converged. Nevertheless, the majority of the systems
developed are prototypes that still need to be validated before being used extensively or before
their commercialization. Biosensors can be used as environmental quality monitoring tools in the
assessment of biological/ecological quality or for the chemical monitoring of both inorganic and
organic priority pollutants. In this review article we provide an overview of biosensor systems
for environmental applications, and in the following sections we describe the various biosensors
that have been developed for environmental monitoring, considering the pollutants and analysis
that are usually mentioned in the literature.
IMPORTANCE	
As a result of human and technological development, a wide range of man-made chemicals and
by-products formed in industrial or combustion processes have been, and still are, released in the
environment. Some of these substances, such as pesticides, heavy metals or PCBs, are well-
recognized contaminants known to affect the quality of the environment. As a consequence, a
variety of biosensors have already been developed and applied to their environmental
determination. For organ phosphorous and carbamate pesticides, for example, various enzymatic
biosensors based on the activity of the choline oxidase and on the inhibition of acetyl
cholinesterase and butyrylcholinesterase (BChE) have been developed. For environmental
pollution risk assessment, the integration of both chemical and effect-related analyses (toxicity,
endocrine disruption activity, etc.) is essential. Many efforts have been made during the last
years to develop different bioassays and biosensors for toxicity evaluation of water samples In
the case of endocrine disrupting compounds (EDCs), there is a need to develop integrated
analytical chemistry/toxicity identification evaluation procedures. At present, apart from
biosensors for chemical analysis of some specific EDCs there are other sensors, based on
estrogen receptors (ER), conceived for evaluation of their biological effects. The natural sensing
element most commonly used is the human estrogen receptor. The binding ability of the
chemicals toward the ER is measured in these biosensors as an indicator of their estrogenic
activity. Examples of ER-based biosensor are the surface plasmon resonance (SPR) biosensors
developed by Usamietal., Hock et al. and Seifert et al. . Even though the number of chemicals
amenable to analysis by biosensors continuously increases, there is still a lack of systems
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
2 | P a g e  
 
suitable for determination of emerging contaminants, such as bisphenol A, phtalates and
polybrominated compounds, many of which act as EDCs.
PRINCIPLE	OF	BIOSENSOR			
Ecology tells us that each organism grows in specific set of conditions (niche) that can be
defined in terms of food, temperature, moisture, pH, etc. One can thus use each organism as a
biosensor for a set of conditions. After we learn to read these biosensors, pollution monitoring
becomes a simple and quick job. We give below, a few guiding principles that one can use while
learning this technique:
1. Pollution is a result of waste of resources, or in other words, waste is a misplaced resource.
2. Signs of pollution are visible and unpleasant, of varying degree, and only serve as warning
signals. It is necessary to read this message and not fight with these signs of pollution (such as
odor, pathogens, pests and several other unpleasant natural phenomena).
3.Biosensors inform us of the band or degree of pollution. This is quite enough to guide us
towards an appropriate action.
4. Appropriate action not only stops the signs of pollution, but display signs of prosperity. These
are clean air, clean water stream, flourishing vegetation, singing birds, etc. and absence of visible
nuisance-causing organisms (pests).
A biosensor is an analytical device composed of a biological sensing element (enzyme, receptor
antibody or DNA) in intimate contact with a physical transducer (optical, mass or
electrochemical) which together relate the concentration of an analyte to a measurable electrical
signal. In theory, and verified to a certain extent in the literature, any biological sensing element
may be paired with any physical transducer. The majority of reported biosensor research has
been directed toward development of devices for clinical markets; however, driven by a need for
better methods for environmental surveillance, research into this technology is also expanding to
encompass environmental applications.
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
3 | P a g e  
 
TYPES	OF	BIOSENSOR			
Biosensors can be grouped according to their biological element or their transduction element.
Biological elements include enzymes, antibodies, micro-organisms, biological tissue, and
organelles. Antibody-based biosensors are also called immune sensors. When the binding of the
sensing element and the analyte is the detected event, the instrument is described as an affinity
sensor. When the interaction between the biological element and the analyte is accompanied or
followed by a chemical change in which the concentration of one of the substrates or products is
measured the instrument is described as a metabolism sensor.
The method of transduction depends on the type of physicochemical change resulting from the
sensing event. Often, an important ancillary part of a biosensor is a membrane that covers the
biological sensing element and has the main functions of selective permeation and diffusion
control of analyte, protection against mechanical stresses, and support for the biological element.
On the basis of the transducing element, biosensors can be categorised as
Electrochemical. :Amperometric and potentiometric transducers are the most commonly used
electrochemical transducers. In amperometric transducers, the potential between the two
electrodes is set and the current produced by the oxidation or reduction of electro active species
is measured and correlated to the concentration of the analyte of interest. Most electrodes are
S0044made of metals like platinum, gold, sliver, and stainless steel, or carbon-based
materials that are inert at the potentials at which the electrochemical reaction takes place.
Optical: Fiber optic probes on the tip of which enzymes and dyes (often fluorescent) have been
co-immobilized are used. These probes consist of at least two fibers. One is connected to a light
source of a given wave length range that produces the excitation wave. The other, connected to a
photodiode, detects the change in optical density at the appropriate wavelength .
Calorimetric: Calorimetric transducers measure the heat of a biochemical reaction at the sensing
element. These devices can be classified according to the way heat is transferred. Isothermal
calorimeters maintain the reaction cell at constant temperature using Joule heating or Peltier
cooling and the amount of energy required is measured. Heat conduction calorimeters measure
the temperature difference between the reaction vessel and an isothermal heat sink surrounding
it.
According to the biorecognition principle, biosensors are classified into :
Enzymes: Enzymes are proteins with high catalytic activity and selectivity towards substrates
(see the article Enzyme Kinetics). They have been used for decades to assay the concentration of
diverse analytes. Their commercial availability at high purity levels makes them very attractive
for mass production of enzyme sensors. Their main limitations are that pH, ionic strength,
chemical inhibitors, and temperature affect their activity.
Antibodies: Antibodies are proteins that show outstanding selectivity. They are produced by b-
lymphocytes in response to antigenic structures, that is, substances foreign to the organism.
Molecules larger than about 10 kDa can stimulate an immune response. Smaller molecules like
vitamins or steroids can be antigenic (also called haptens) but they do not cause an immune
response unless they are conjugated to larger ones like bovine serum albumin. Many antibodies
are commercially available and commonly used in immunoassays
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
4 | P a g e  
 
Microbes: The use micro-organisms as biological elements in biosensors is based on the
measurement of their metabolism, in many cases accompanied by the consumption of oxygen or
carbon dioxide, and is, in most cases, measured electrochemically .
Application of Biosensor:
BOD Measurement : Biochemical oxygen demand (BOD or BOD5) is a parameter widely used
to indicate the amount of biodegradable organic material in water. Its determination is time
consuming, and consequently it is not suitable for online process monitoring. Fast determination
of BOD could be achieved with biosensor-based methods. Most BOD sensors rely on the
measurement of the bacterial respiration rate in close proximity to a transducer, commonly of the
Clark type. With this system the real time analysis of multiple samples was possible. These
handy devices have been marketed primarily for food and pharmaceutical industries. Moreover,
an optical biosensor for parallel multi-sample determination of biochemical oxygen demand in
wastewater samples has been developed by Kwok et al. The biosensor monitors the dissolved
oxygen concentration in artificial wastewater through an oxygen sensing film immobilized on the
bottom of glass sample vials. Then, the microbial samples were immobilized on this film and the
BOD value was determined from the rate of oxygen consumption by the microorganisms in the
first 20 minutes n Escherichia coli Electrochemical Wastewater Zinc, cobalt and copper.
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
5 | P a g e  
 
Heavy Metal Measurement: Heavy metals are currently the cause of some of the most serious
pollution problems. Even in small concentrations, they are a threat to the environment and
human health because they are non-biodegradable. People are constantly been exposed to heavy
metals in the environment. The dangers associated with heavy metals are due to the ubiquitous
presence of these elements in the biosphere, their bioavailability from both natural and
anthropogenic sources, and their high toxicity. Thus, there are several cases described in the
literature where exposure of populations to these pollutants has resulted in severe damage to their
health, including a significant amount of deaths. Many of the bacterial biosensors developed for
analysis of heavy metals in environmental samples, make use of specific genes responsible for
bacterial resistance to these elements, such as biological receptors. Bacterial strains resistant to a
number of metals such as zinc, copper, tin, silver, mercury and cobalt have been isolated as
possible biological receptors
Nitrogen compound measurement: Nitrites are widely used for food preservation and for
fertilization of soils. However, continuous consumption of these ions can cause serious
implications on human health, particularly because it can react irreversibly with hemoglobin .
The increasing levels of nitrate found in groundwater and surface water are of concern because
they can harm the aquatic environment. Developed a biosensor for amperometric determination
of nitrite using cytochrome c nitrite reductase (ccNiR) from Desulfovibrio desulfuricans
immobilized and electrically connected on a glassy carbon electrode by entrapment into redox
active [ZnCr- AQS] double layered hydroxide containing anthraquinone-2-sulfonate (AQS).
The instrument showed a fast response to nitrite (5 seconds) with a linear range between
concentrations of nitrite 0.015 and 2.35 μM and a detection limit of 4nM. A highly sensitive, fast
and stable conduct metric enzymatic biosensor for the determination of nitrate in water.
PCBs Measurement: The level of PCBs in the environment depends on the matrix where it
originated. There are 209 polychlorinated biphenyl congeners that persist worldwide in the
environment and food chain. These congeners are divided into three classes based upon the
orientation of the chlorine moieties, i.e., coplanar, mono-ortho coplanar, and non-coplanar.
Conventional techniques used for the analysis of PCBs are generally based on gas
chromatography coupled with mass spectrometry (GC.MS) Moreover, immunoassays are simple,
sensitive, reliable, and relatively selective for PCBs testing. Among several immunoassay
techniques, the enzyme-linked immunosorbent assay (ELISA) combined with colorimetric end-
point detection are the most popular. Another interesting approach is the use of immunosensor
technology . Imunosensors are a class of biosensors that use as biological recognition elements,
antibodies or antigens . Pribyl et al. developed a novel piezoelectric immunosensor for
determination of PCB congeners in the range of concentrations usually found in real matrices
(soil).)
Multi-analyte determination: Sensors capable of determining several analytes simultaneously
allow a reduction in time and sample volume and other reagents required and thus constitute a
valuable tool for environmental monitoring. Large-scale biosensor arrays, composed of highly
miniaturised signal transducer elements, enable the real-time parallel monitoring of multiple
species and are an important driving force in biosensor research . In recent years, several
examples of multi-analyte determinations have appeared in the literature, such as a portable SPR
immunosensor designed for on-site analysis, which was applied to the simultaneous
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
6 | P a g e  
 
determination of benzopyrene and 2-hydroxybiphenyl , and another SPR biosensor that enabled
the division of wavelengths on serial sensing channels by means of a specially designed SPR
prism element . A planar array immunosensor, equipped with a charge-coupled device (CCD) as
a detector and a diode laser as light source, has been also developed and applied to either the
determination of multiple compounds, such as viruses, toxins and bacterial spores, in a single
sample analysis or a single analyte in multiple samples simultaneously.
CURRENT	RESEARCH	AND	TRENDS:		
Because in many cases the transduction technology is well established, most of the research is
focused on improving immobilization techniques of the biological element to increase
sensitivity, selectivity, and stability. While critical, the latter has received relatively little
attention probably in part because there is a tendency to design disposable devices that are most
useful in quality assurance laboratories but do not allow on-line implementation for process
control. Another dynamic area of research is miniaturization of sensors and flow systems.
Development of these technologies is mainly driven by the need for in vivo applications for
medical diagnosis and may not find immediate use in the agricultural and food industries. After
almost 40 yr of research in biosensors, a wide gap between research and application is evident.
The lack of validation, standardization, and certification of biosensors has resulted in a very slow
transfer of technology. With faster computers and automated systems this process should
accelerate in the future.
CONCLUSION		
Most biosensor systems have been tested only on distilled water or buffered solutions, but more
biosensors that can be applied to real samples have appeared in recent years. In this context,
biosensors for potential environmental applications continue to show advances inareas such as
genetic modification of enzymes and microorganisms, improvement of recognition element
immobilization and sensor interfaces.
REFERENCES		
1. Arnold, M.A.; Meyerhoff, M.E. Recent Advances in the Development and Analytical
Applications of Biosensing Probes. Crit. Rev. Anal. Chem. 1988, 20, 149–196.
2. Clark, L.C.; Lyons, C. Electrode systems for continuous monitoring cardiovascular surgery.
Ann. N. Y. Acad. Sci. 1962, 102, 29–45.
3. Kress-Rogers, E. Handbook of Biosensors and Electronic Noses; CRC Press Inc.: New York,
1997.
4. Kress-Rogers, E. Instrumentation and Sensors for the Food Industry; Woodhead Publishing
Lmtd.: Cambridge, England, 1998.
5. Parellada J, Narvaez A, Lopez MA, Dominguez E, Fernandez JJ, Pavlov V, Katakis I (1998)
Anal Chim Acta 362:47–57
6. Turner APF (2000) Science 5495:1315–1317
NOVATEUR PUBLICATIONS
INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT]
ISSN: 2394-3696
VOLUME 2, ISSUE 4APR.-2015
       
7 | P a g e  
 
7. Collings AF, Caruso F (1997) Rep Prog Phys 60:1145–1397
8. Wang J, Rivas G, Cai X, Palecek E, Nielsen P, Shiraishi H, Dontha N, Luo D, Parrado C,
Chicharro M (1997) Anal Chim Acta 347:1–8
9. Marazuela MD, Moreno-Bondi MC (2002) Anal Bioanal Chem 372:664–682
10. Homola J, Yee SS, Gauglitz G (1999) Sens Actuators B 54:3–15

More Related Content

What's hot

What's hot (20)

Biodegradation of hydrocarbon
Biodegradation of hydrocarbonBiodegradation of hydrocarbon
Biodegradation of hydrocarbon
 
Bioleaching
BioleachingBioleaching
Bioleaching
 
Biosensors in Environmental Monitoring
Biosensors in Environmental MonitoringBiosensors in Environmental Monitoring
Biosensors in Environmental Monitoring
 
Bioleaching
BioleachingBioleaching
Bioleaching
 
Phytoremediation
PhytoremediationPhytoremediation
Phytoremediation
 
Phytoremediation.ppt
Phytoremediation.pptPhytoremediation.ppt
Phytoremediation.ppt
 
Bioremediation.
Bioremediation.Bioremediation.
Bioremediation.
 
Microbial degradation of pesticides
Microbial degradation of pesticidesMicrobial degradation of pesticides
Microbial degradation of pesticides
 
In Situ Bioremediation;Types, Advantages and limitations
In Situ Bioremediation;Types, Advantages and limitations In Situ Bioremediation;Types, Advantages and limitations
In Situ Bioremediation;Types, Advantages and limitations
 
Biosorption
BiosorptionBiosorption
Biosorption
 
Applications of environmental biotechnology by Hameer Khan
Applications of environmental biotechnology by Hameer KhanApplications of environmental biotechnology by Hameer Khan
Applications of environmental biotechnology by Hameer Khan
 
Microbes as biofuels
Microbes as biofuelsMicrobes as biofuels
Microbes as biofuels
 
Bioreactor
BioreactorBioreactor
Bioreactor
 
Bioremediation of hydrocarbon – a review
Bioremediation of hydrocarbon – a reviewBioremediation of hydrocarbon – a review
Bioremediation of hydrocarbon – a review
 
Biosensors
BiosensorsBiosensors
Biosensors
 
Biodegration of hydrocarbons
Biodegration of hydrocarbonsBiodegration of hydrocarbons
Biodegration of hydrocarbons
 
Bioremediation of pesticides
Bioremediation of pesticidesBioremediation of pesticides
Bioremediation of pesticides
 
Intrinsic in Situ Bioremediation
Intrinsic in Situ Bioremediation Intrinsic in Situ Bioremediation
Intrinsic in Situ Bioremediation
 
Bioremediation
BioremediationBioremediation
Bioremediation
 
Biodegradation of petroleum hydrocarbons
Biodegradation of petroleum hydrocarbonsBiodegradation of petroleum hydrocarbons
Biodegradation of petroleum hydrocarbons
 

Similar to BIOSENSOR FOR ENVIRONMENTAL MONITORING

Biosensors for environment application by danish amin111
Biosensors for environment application by danish amin111Biosensors for environment application by danish amin111
Biosensors for environment application by danish amin111DANISHAMIN950
 
IRJET- Biosensor and its Scope in Biotechnology
IRJET-  	  Biosensor and its Scope in BiotechnologyIRJET-  	  Biosensor and its Scope in Biotechnology
IRJET- Biosensor and its Scope in BiotechnologyIRJET Journal
 
Rajul use of biosensors in agriculure
Rajul use of biosensors in agriculureRajul use of biosensors in agriculure
Rajul use of biosensors in agriculureGovardhan Lodha
 
Fundamental Aspects of Biosensors
Fundamental Aspects of BiosensorsFundamental Aspects of Biosensors
Fundamental Aspects of BiosensorsIJERA Editor
 
Ankit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdfAnkit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdfriddheshbore97
 
Biosensors & it’s applications
Biosensors & it’s applicationsBiosensors & it’s applications
Biosensors & it’s applicationskumar virbhadra
 
BIOSENSORS FOR ENVIRONMENTAL MONITORING
BIOSENSORS FOR ENVIRONMENTAL MONITORINGBIOSENSORS FOR ENVIRONMENTAL MONITORING
BIOSENSORS FOR ENVIRONMENTAL MONITORINGRUT PARIKH
 
Uses of biosensors
Uses of biosensorsUses of biosensors
Uses of biosensorsLeeya Najwa
 
Biosensors Marketppt.pptx
Biosensors Marketppt.pptxBiosensors Marketppt.pptx
Biosensors Marketppt.pptxdoejohn43
 
Biosensor, Ecolabeling and Traceability
Biosensor, Ecolabeling and TraceabilityBiosensor, Ecolabeling and Traceability
Biosensor, Ecolabeling and Traceabilityhg panmei
 

Similar to BIOSENSOR FOR ENVIRONMENTAL MONITORING (20)

Biosensors for environment application by danish amin111
Biosensors for environment application by danish amin111Biosensors for environment application by danish amin111
Biosensors for environment application by danish amin111
 
IRJET- Biosensor and its Scope in Biotechnology
IRJET-  	  Biosensor and its Scope in BiotechnologyIRJET-  	  Biosensor and its Scope in Biotechnology
IRJET- Biosensor and its Scope in Biotechnology
 
Biosensors
BiosensorsBiosensors
Biosensors
 
Rajul use of biosensors in agriculure
Rajul use of biosensors in agriculureRajul use of biosensors in agriculure
Rajul use of biosensors in agriculure
 
Fundamental Aspects of Biosensors
Fundamental Aspects of BiosensorsFundamental Aspects of Biosensors
Fundamental Aspects of Biosensors
 
BIOSENSORS- ANALYTICAL DEVICE
BIOSENSORS- ANALYTICAL DEVICEBIOSENSORS- ANALYTICAL DEVICE
BIOSENSORS- ANALYTICAL DEVICE
 
Ankit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdfAnkit Sharma Seminar Report..pdf
Ankit Sharma Seminar Report..pdf
 
Uses of biosensors
Uses of biosensorsUses of biosensors
Uses of biosensors
 
Biosensors & it’s applications
Biosensors & it’s applicationsBiosensors & it’s applications
Biosensors & it’s applications
 
BIOSENSORS
BIOSENSORSBIOSENSORS
BIOSENSORS
 
BIOSENSORS FOR ENVIRONMENTAL MONITORING
BIOSENSORS FOR ENVIRONMENTAL MONITORINGBIOSENSORS FOR ENVIRONMENTAL MONITORING
BIOSENSORS FOR ENVIRONMENTAL MONITORING
 
Uses of biosensors
Uses of biosensorsUses of biosensors
Uses of biosensors
 
Biosensors
BiosensorsBiosensors
Biosensors
 
Biosensors: A Review
Biosensors: A ReviewBiosensors: A Review
Biosensors: A Review
 
Bio monitoring of aquatic environment
Bio monitoring of aquatic environmentBio monitoring of aquatic environment
Bio monitoring of aquatic environment
 
Biosensors Marketppt.pptx
Biosensors Marketppt.pptxBiosensors Marketppt.pptx
Biosensors Marketppt.pptx
 
biosensors.pptx
biosensors.pptxbiosensors.pptx
biosensors.pptx
 
chemical sensors.docx
chemical sensors.docxchemical sensors.docx
chemical sensors.docx
 
Biosensors
BiosensorsBiosensors
Biosensors
 
Biosensor, Ecolabeling and Traceability
Biosensor, Ecolabeling and TraceabilityBiosensor, Ecolabeling and Traceability
Biosensor, Ecolabeling and Traceability
 

More from ijiert bestjournal

CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
 CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMPijiert bestjournal
 
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...ijiert bestjournal
 
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAFCOMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAFijiert bestjournal
 
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
 POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINEijiert bestjournal
 
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY ijiert bestjournal
 
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAINREVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAINijiert bestjournal
 
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...ijiert bestjournal
 
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...ijiert bestjournal
 
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...ijiert bestjournal
 
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR ijiert bestjournal
 
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFTDESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFTijiert bestjournal
 
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...ijiert bestjournal
 
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENTHEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENTijiert bestjournal
 
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH ijiert bestjournal
 
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW ijiert bestjournal
 
DESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERSDESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERSijiert bestjournal
 
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...ijiert bestjournal
 
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...ijiert bestjournal
 
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...ijiert bestjournal
 

More from ijiert bestjournal (20)

CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
 CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
CRACKS IN STEEL CASTING FOR VOLUTE CASING OF A PUMP
 
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
A COMPARATIVE STUDY OF DESIGN OF SIMPLE SPUR GEAR TRAIN AND HELICAL GEAR TRAI...
 
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAFCOMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
COMPARATIVE ANALYSIS OF CONVENTIONAL LEAF SPRING AND COMPOSITE LEAF
 
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
 POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
POWER GENERATION BY DIFFUSER AUGMENTED WIND TURBINE
 
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
FINITE ELEMENT ANALYSIS OF CONNECTING ROD OF MG-ALLOY
 
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAINREVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
REVIEW ON CRITICAL SPEED IMPROVEMENT IN SINGLE CYLINDER ENGINE VALVE TRAIN
 
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
ENERGY CONVERSION PHENOMENON IN IMPLEMENTATION OF WATER LIFTING BY USING PEND...
 
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
SCUDERI SPLIT CYCLE ENGINE: REVOLUTIONARY TECHNOLOGY & EVOLUTIONARY DESIGN RE...
 
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
EXPERIMENTAL EVALUATION OF TEMPERATURE DISTRIBUTION IN JOURNAL BEARING OPERAT...
 
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
STUDY OF SOLAR THERMAL CAVITY RECEIVER FOR PARABOLIC CONCENTRATING COLLECTOR
 
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFTDESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
DESIGN, OPTIMIZATION AND FINITE ELEMENT ANALYSIS OF CRANKSHAFT
 
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
ELECTRO CHEMICAL MACHINING AND ELECTRICAL DISCHARGE MACHINING PROCESSES MICRO...
 
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENTHEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
HEAT TRANSFER ENHANCEMENT BY USING NANOFLUID JET IMPINGEMENT
 
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
MODIFICATION AND OPTIMIZATION IN STEEL SANDWICH PANELS USING ANSYS WORKBENCH
 
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
IMPACT ANALYSIS OF ALUMINUM HONEYCOMB SANDWICH PANEL BUMPER BEAM: A REVIEW
 
DESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERSDESIGN OF WELDING FIXTURES AND POSITIONERS
DESIGN OF WELDING FIXTURES AND POSITIONERS
 
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
ADVANCED TRANSIENT THERMAL AND STRUCTURAL ANALYSIS OF DISC BRAKE BY USING ANS...
 
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
REVIEW ON MECHANICAL PROPERTIES OF NON-ASBESTOS COMPOSITE MATERIAL USED IN BR...
 
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
PERFORMANCE EVALUATION OF TRIBOLOGICAL PROPERTIES OF COTTON SEED OIL FOR MULT...
 
MAGNETIC ABRASIVE FINISHING
MAGNETIC ABRASIVE FINISHINGMAGNETIC ABRASIVE FINISHING
MAGNETIC ABRASIVE FINISHING
 

Recently uploaded

High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...VICTOR MAESTRE RAMIREZ
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxvipinkmenon1
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girlsssuser7cb4ff
 
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...VICTOR MAESTRE RAMIREZ
 
Application of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptxApplication of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptx959SahilShah
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidNikhilNagaraju
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...Soham Mondal
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCall Girls in Nagpur High Profile
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 

Recently uploaded (20)

9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Meera Call 7001035870 Meet With Nagpur Escorts
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCRCall Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
Call Us -/9953056974- Call Girls In Vikaspuri-/- Delhi NCR
 
Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...Software and Systems Engineering Standards: Verification and Validation of Sy...
Software and Systems Engineering Standards: Verification and Validation of Sy...
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptx
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
Call Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call GirlsCall Girls Narol 7397865700 Independent Call Girls
Call Girls Narol 7397865700 Independent Call Girls
 
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
VICTOR MAESTRE RAMIREZ - Planetary Defender on NASA's Double Asteroid Redirec...
 
Application of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptxApplication of Residue Theorem to evaluate real integrations.pptx
Application of Residue Theorem to evaluate real integrations.pptx
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfid
 
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
OSVC_Meta-Data based Simulation Automation to overcome Verification Challenge...
 
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service NashikCollege Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
College Call Girls Nashik Nehal 7001305949 Independent Escort Service Nashik
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 

BIOSENSOR FOR ENVIRONMENTAL MONITORING

  • 1. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         0 | P a g e     BIOSENSOR FOR ENVIRONMENTAL MONITORING Swati Nasipude Saniya Bagwan M.Tech. First Year Students, Department Of Technology, Shivaji University Kollhapur Mr. Anil C. Ranveer Assistant Professor, Department of Technology, Shivaji University, Kolhapur ABSTRACT Biosensors show the potential to complement laboratory-based analytical methods for environmental applications. Although biosensors for potential environmental-monitoring applications have been reported for a wide range of environmental pollutants, from a regulatory perspective the decision to develop a biosensor method for an environmental application should consider several interrelated issues. These issues are discussed in terms of the needs, policies, and mechanisms associated with the identification and selection of appropriate monitoring methods. KEY WORDS: sensors, sensing elements, bio recognizing elements, transducer etc. INTRODUCTION In recent years, a growing number of initiatives and legislative actions for environmental pollution control, with particular emphasis on water quality control, have been adopted in parallel with increasing scientific and social concern in this area. The need for disposable systems or tools for environmental monitoring has encouraged the development of new technologies and more suitable methodologies, the ability to monitor the increasing number of analyses of environmental relevance as quickly and as cheaply as possible, and even the possibility of allowing on-site field monitoring. In this respect, biosensors have demonstrated a great potential in recent years and thus arise as proposed analytical tools for effective monitoring in these programs. A biosensor is defined by IUPAC as a self-contained integrated device that is capable of providing specific quantitative or semi-quantitative analytical information using a biological recognition element (biochemical receptor), which is retained in direct spatial contact with a transduction element. A biosensor should be clearly distinguished from a bio analytical system, which requires additional processing steps, such as reagent addition. A device that is both disposable after one measurement, i.e., is single use, and unable to monitor the analytic concentration continuously or after rapid and reproducible regeneration should be designated a single-use biosensor. The main advantages offered by biosensors over conventional analytical techniques are the possibility of portability, of miniaturisation and working on-site, and the ability to measure pollutants in complex matrices with minimal sample preparation. Although many of the systems developed cannot compete with conventional analytical methods in terms of accuracy and reproducibility, they can be used by regulatory authorities and by industry to provide enough
  • 2. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         1 | P a g e     information for routine testing and screening of samples. For the time being, the monitoring of water quality has generally relied on the collection of spot water samples followed by extraction and laboratory-based instrumental analysis. However, this provides only a snapshot of the situation at the sampling time and fails to provide more realistic information due to spatio- temporal variations in water characteristics. Biosensors can be useful, for example, for the continuous monitoring of a contaminated area. They may also present advantageous analytical features, such as high specificity and sensitivity (inherent in the particular biological recognition bioassay). At the same time, biosensors offer the possibility of determining not only specific chemicals but also their biological effects, such as toxicity, cytotoxicity, genotoxicity or endocrine disrupting effects, i.e., relevant information that in some occasions is more meaningful than the chemical composition itself. They can provide, finally, total and bio available/bio accesible pollutant concentrations. Despite these advantages, the application of biosensors in the environmental field is still limited in comparison to medical or pharmaceutical applications, where most research and development has converged. Nevertheless, the majority of the systems developed are prototypes that still need to be validated before being used extensively or before their commercialization. Biosensors can be used as environmental quality monitoring tools in the assessment of biological/ecological quality or for the chemical monitoring of both inorganic and organic priority pollutants. In this review article we provide an overview of biosensor systems for environmental applications, and in the following sections we describe the various biosensors that have been developed for environmental monitoring, considering the pollutants and analysis that are usually mentioned in the literature. IMPORTANCE As a result of human and technological development, a wide range of man-made chemicals and by-products formed in industrial or combustion processes have been, and still are, released in the environment. Some of these substances, such as pesticides, heavy metals or PCBs, are well- recognized contaminants known to affect the quality of the environment. As a consequence, a variety of biosensors have already been developed and applied to their environmental determination. For organ phosphorous and carbamate pesticides, for example, various enzymatic biosensors based on the activity of the choline oxidase and on the inhibition of acetyl cholinesterase and butyrylcholinesterase (BChE) have been developed. For environmental pollution risk assessment, the integration of both chemical and effect-related analyses (toxicity, endocrine disruption activity, etc.) is essential. Many efforts have been made during the last years to develop different bioassays and biosensors for toxicity evaluation of water samples In the case of endocrine disrupting compounds (EDCs), there is a need to develop integrated analytical chemistry/toxicity identification evaluation procedures. At present, apart from biosensors for chemical analysis of some specific EDCs there are other sensors, based on estrogen receptors (ER), conceived for evaluation of their biological effects. The natural sensing element most commonly used is the human estrogen receptor. The binding ability of the chemicals toward the ER is measured in these biosensors as an indicator of their estrogenic activity. Examples of ER-based biosensor are the surface plasmon resonance (SPR) biosensors developed by Usamietal., Hock et al. and Seifert et al. . Even though the number of chemicals amenable to analysis by biosensors continuously increases, there is still a lack of systems
  • 3. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         2 | P a g e     suitable for determination of emerging contaminants, such as bisphenol A, phtalates and polybrominated compounds, many of which act as EDCs. PRINCIPLE OF BIOSENSOR Ecology tells us that each organism grows in specific set of conditions (niche) that can be defined in terms of food, temperature, moisture, pH, etc. One can thus use each organism as a biosensor for a set of conditions. After we learn to read these biosensors, pollution monitoring becomes a simple and quick job. We give below, a few guiding principles that one can use while learning this technique: 1. Pollution is a result of waste of resources, or in other words, waste is a misplaced resource. 2. Signs of pollution are visible and unpleasant, of varying degree, and only serve as warning signals. It is necessary to read this message and not fight with these signs of pollution (such as odor, pathogens, pests and several other unpleasant natural phenomena). 3.Biosensors inform us of the band or degree of pollution. This is quite enough to guide us towards an appropriate action. 4. Appropriate action not only stops the signs of pollution, but display signs of prosperity. These are clean air, clean water stream, flourishing vegetation, singing birds, etc. and absence of visible nuisance-causing organisms (pests). A biosensor is an analytical device composed of a biological sensing element (enzyme, receptor antibody or DNA) in intimate contact with a physical transducer (optical, mass or electrochemical) which together relate the concentration of an analyte to a measurable electrical signal. In theory, and verified to a certain extent in the literature, any biological sensing element may be paired with any physical transducer. The majority of reported biosensor research has been directed toward development of devices for clinical markets; however, driven by a need for better methods for environmental surveillance, research into this technology is also expanding to encompass environmental applications.
  • 4. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         3 | P a g e     TYPES OF BIOSENSOR Biosensors can be grouped according to their biological element or their transduction element. Biological elements include enzymes, antibodies, micro-organisms, biological tissue, and organelles. Antibody-based biosensors are also called immune sensors. When the binding of the sensing element and the analyte is the detected event, the instrument is described as an affinity sensor. When the interaction between the biological element and the analyte is accompanied or followed by a chemical change in which the concentration of one of the substrates or products is measured the instrument is described as a metabolism sensor. The method of transduction depends on the type of physicochemical change resulting from the sensing event. Often, an important ancillary part of a biosensor is a membrane that covers the biological sensing element and has the main functions of selective permeation and diffusion control of analyte, protection against mechanical stresses, and support for the biological element. On the basis of the transducing element, biosensors can be categorised as Electrochemical. :Amperometric and potentiometric transducers are the most commonly used electrochemical transducers. In amperometric transducers, the potential between the two electrodes is set and the current produced by the oxidation or reduction of electro active species is measured and correlated to the concentration of the analyte of interest. Most electrodes are S0044made of metals like platinum, gold, sliver, and stainless steel, or carbon-based materials that are inert at the potentials at which the electrochemical reaction takes place. Optical: Fiber optic probes on the tip of which enzymes and dyes (often fluorescent) have been co-immobilized are used. These probes consist of at least two fibers. One is connected to a light source of a given wave length range that produces the excitation wave. The other, connected to a photodiode, detects the change in optical density at the appropriate wavelength . Calorimetric: Calorimetric transducers measure the heat of a biochemical reaction at the sensing element. These devices can be classified according to the way heat is transferred. Isothermal calorimeters maintain the reaction cell at constant temperature using Joule heating or Peltier cooling and the amount of energy required is measured. Heat conduction calorimeters measure the temperature difference between the reaction vessel and an isothermal heat sink surrounding it. According to the biorecognition principle, biosensors are classified into : Enzymes: Enzymes are proteins with high catalytic activity and selectivity towards substrates (see the article Enzyme Kinetics). They have been used for decades to assay the concentration of diverse analytes. Their commercial availability at high purity levels makes them very attractive for mass production of enzyme sensors. Their main limitations are that pH, ionic strength, chemical inhibitors, and temperature affect their activity. Antibodies: Antibodies are proteins that show outstanding selectivity. They are produced by b- lymphocytes in response to antigenic structures, that is, substances foreign to the organism. Molecules larger than about 10 kDa can stimulate an immune response. Smaller molecules like vitamins or steroids can be antigenic (also called haptens) but they do not cause an immune response unless they are conjugated to larger ones like bovine serum albumin. Many antibodies are commercially available and commonly used in immunoassays
  • 5. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         4 | P a g e     Microbes: The use micro-organisms as biological elements in biosensors is based on the measurement of their metabolism, in many cases accompanied by the consumption of oxygen or carbon dioxide, and is, in most cases, measured electrochemically . Application of Biosensor: BOD Measurement : Biochemical oxygen demand (BOD or BOD5) is a parameter widely used to indicate the amount of biodegradable organic material in water. Its determination is time consuming, and consequently it is not suitable for online process monitoring. Fast determination of BOD could be achieved with biosensor-based methods. Most BOD sensors rely on the measurement of the bacterial respiration rate in close proximity to a transducer, commonly of the Clark type. With this system the real time analysis of multiple samples was possible. These handy devices have been marketed primarily for food and pharmaceutical industries. Moreover, an optical biosensor for parallel multi-sample determination of biochemical oxygen demand in wastewater samples has been developed by Kwok et al. The biosensor monitors the dissolved oxygen concentration in artificial wastewater through an oxygen sensing film immobilized on the bottom of glass sample vials. Then, the microbial samples were immobilized on this film and the BOD value was determined from the rate of oxygen consumption by the microorganisms in the first 20 minutes n Escherichia coli Electrochemical Wastewater Zinc, cobalt and copper.
  • 6. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         5 | P a g e     Heavy Metal Measurement: Heavy metals are currently the cause of some of the most serious pollution problems. Even in small concentrations, they are a threat to the environment and human health because they are non-biodegradable. People are constantly been exposed to heavy metals in the environment. The dangers associated with heavy metals are due to the ubiquitous presence of these elements in the biosphere, their bioavailability from both natural and anthropogenic sources, and their high toxicity. Thus, there are several cases described in the literature where exposure of populations to these pollutants has resulted in severe damage to their health, including a significant amount of deaths. Many of the bacterial biosensors developed for analysis of heavy metals in environmental samples, make use of specific genes responsible for bacterial resistance to these elements, such as biological receptors. Bacterial strains resistant to a number of metals such as zinc, copper, tin, silver, mercury and cobalt have been isolated as possible biological receptors Nitrogen compound measurement: Nitrites are widely used for food preservation and for fertilization of soils. However, continuous consumption of these ions can cause serious implications on human health, particularly because it can react irreversibly with hemoglobin . The increasing levels of nitrate found in groundwater and surface water are of concern because they can harm the aquatic environment. Developed a biosensor for amperometric determination of nitrite using cytochrome c nitrite reductase (ccNiR) from Desulfovibrio desulfuricans immobilized and electrically connected on a glassy carbon electrode by entrapment into redox active [ZnCr- AQS] double layered hydroxide containing anthraquinone-2-sulfonate (AQS). The instrument showed a fast response to nitrite (5 seconds) with a linear range between concentrations of nitrite 0.015 and 2.35 μM and a detection limit of 4nM. A highly sensitive, fast and stable conduct metric enzymatic biosensor for the determination of nitrate in water. PCBs Measurement: The level of PCBs in the environment depends on the matrix where it originated. There are 209 polychlorinated biphenyl congeners that persist worldwide in the environment and food chain. These congeners are divided into three classes based upon the orientation of the chlorine moieties, i.e., coplanar, mono-ortho coplanar, and non-coplanar. Conventional techniques used for the analysis of PCBs are generally based on gas chromatography coupled with mass spectrometry (GC.MS) Moreover, immunoassays are simple, sensitive, reliable, and relatively selective for PCBs testing. Among several immunoassay techniques, the enzyme-linked immunosorbent assay (ELISA) combined with colorimetric end- point detection are the most popular. Another interesting approach is the use of immunosensor technology . Imunosensors are a class of biosensors that use as biological recognition elements, antibodies or antigens . Pribyl et al. developed a novel piezoelectric immunosensor for determination of PCB congeners in the range of concentrations usually found in real matrices (soil).) Multi-analyte determination: Sensors capable of determining several analytes simultaneously allow a reduction in time and sample volume and other reagents required and thus constitute a valuable tool for environmental monitoring. Large-scale biosensor arrays, composed of highly miniaturised signal transducer elements, enable the real-time parallel monitoring of multiple species and are an important driving force in biosensor research . In recent years, several examples of multi-analyte determinations have appeared in the literature, such as a portable SPR immunosensor designed for on-site analysis, which was applied to the simultaneous
  • 7. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         6 | P a g e     determination of benzopyrene and 2-hydroxybiphenyl , and another SPR biosensor that enabled the division of wavelengths on serial sensing channels by means of a specially designed SPR prism element . A planar array immunosensor, equipped with a charge-coupled device (CCD) as a detector and a diode laser as light source, has been also developed and applied to either the determination of multiple compounds, such as viruses, toxins and bacterial spores, in a single sample analysis or a single analyte in multiple samples simultaneously. CURRENT RESEARCH AND TRENDS: Because in many cases the transduction technology is well established, most of the research is focused on improving immobilization techniques of the biological element to increase sensitivity, selectivity, and stability. While critical, the latter has received relatively little attention probably in part because there is a tendency to design disposable devices that are most useful in quality assurance laboratories but do not allow on-line implementation for process control. Another dynamic area of research is miniaturization of sensors and flow systems. Development of these technologies is mainly driven by the need for in vivo applications for medical diagnosis and may not find immediate use in the agricultural and food industries. After almost 40 yr of research in biosensors, a wide gap between research and application is evident. The lack of validation, standardization, and certification of biosensors has resulted in a very slow transfer of technology. With faster computers and automated systems this process should accelerate in the future. CONCLUSION Most biosensor systems have been tested only on distilled water or buffered solutions, but more biosensors that can be applied to real samples have appeared in recent years. In this context, biosensors for potential environmental applications continue to show advances inareas such as genetic modification of enzymes and microorganisms, improvement of recognition element immobilization and sensor interfaces. REFERENCES 1. Arnold, M.A.; Meyerhoff, M.E. Recent Advances in the Development and Analytical Applications of Biosensing Probes. Crit. Rev. Anal. Chem. 1988, 20, 149–196. 2. Clark, L.C.; Lyons, C. Electrode systems for continuous monitoring cardiovascular surgery. Ann. N. Y. Acad. Sci. 1962, 102, 29–45. 3. Kress-Rogers, E. Handbook of Biosensors and Electronic Noses; CRC Press Inc.: New York, 1997. 4. Kress-Rogers, E. Instrumentation and Sensors for the Food Industry; Woodhead Publishing Lmtd.: Cambridge, England, 1998. 5. Parellada J, Narvaez A, Lopez MA, Dominguez E, Fernandez JJ, Pavlov V, Katakis I (1998) Anal Chim Acta 362:47–57 6. Turner APF (2000) Science 5495:1315–1317
  • 8. NOVATEUR PUBLICATIONS INTERNATIONAL JOURNAL OF INNOVATIONS IN ENGINEERING RESEARCH AND TECHNOLOGY [IJIERT] ISSN: 2394-3696 VOLUME 2, ISSUE 4APR.-2015         7 | P a g e     7. Collings AF, Caruso F (1997) Rep Prog Phys 60:1145–1397 8. Wang J, Rivas G, Cai X, Palecek E, Nielsen P, Shiraishi H, Dontha N, Luo D, Parrado C, Chicharro M (1997) Anal Chim Acta 347:1–8 9. Marazuela MD, Moreno-Bondi MC (2002) Anal Bioanal Chem 372:664–682 10. Homola J, Yee SS, Gauglitz G (1999) Sens Actuators B 54:3–15