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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 850
Analysis of various sensors to measure the physical parameters of the
oil stored in Oil Tank for Oil and gas Industries in Oman
Dr.Vimalakeerthy Devadoss1, Dr.Sivakumar Muthusamy2, Dr.Muthukumar Selvakannu3
Dr.Suresh Kumar Arumugam4, Mr.Nanathakumar Chokkalingam5
1Lecturer, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman
2 Lecturer, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman
3 Lecturer, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman
4 Technician, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman
5 Technician, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman
---------------------------------------------------------------------***---------------------------------------------------------------------
Abstract - Oil and gas industries play a vital role in
improving the economy of Oman. Oman government pays
major attention in improving the production and safety
measures in oil and gas industries. As oil is flammable, it is
important to measure various internal and external
parameters of oil when it is stored in a tank. Having a smart
monitoring system with suitable sensors will have safe
environment and enhanced production. In this paper various
sensors that can be used for oil and gas industries is discussed
and the proposed sensor technology that is efficient than the
existing models is suggested.
Key Words: Sensors, Oil and gas Industries
1. INTRODUCTION
Oil is the main source of resource in Oman. Oman has large
number of oil fields and is a well-known country in term of
exporting oil to various neighbouring countries. Oil and gas
industries are normally located outside the residential areas
considering safety and also depends on the location where
the oil is explored. There are so many internal process
associated with oil when it comes to domestic usage. Each
process is significantly should behandledwithutmostsafety
as oil is hazardous in nature[1].
It is very important to measure various factors of oil and the
storage tank when it is stored for processing or delivering
for domestic usage. Modern technology has immense
research interest in developing smart sensors with safety
measure to enable parameter measurement at optimal cost
and safety.
Various sensors that are currently under usage is discussed
in this paper and an efficient sensor that can be used for oil
and gas industries with cost, simplicity and efficiency is
suggested in this paper.
2. SENSOR TECHNOLOGIES
As oil is highly hazardous it is a difficult tast to choose the
sensors with high efficiency and optimalperformance.Inthis
paper improves sensor models are discussed.
Sensors needed for the oil storage tanks
2.1. Pressure sensor
It is a Submersible pressure sensor ranging from 0 – 0.2
bar formeasuring the level ofa 2 meter oil storage tank.This
type of the pressure sensor can be installed directly into a
storage tank containing fuel oil. It issues a outpt signal of 4-
20mA with 0.1% accuracy[2].
Figure 1. Pressure Sensor
2.2 Multi-spot thermometer
The average temperatureoftheoilcanbemeasuredusing
these multi spot thermometers. The standard measuring
elements are according to EN 60751. Min. 150 mm from foot
of the sensor to the head spot[3].
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 851
Figure 2. Multi Spot Thermometer
2.3. Flowmeter
In oil and gas industries accurate and reliable oil flow
measurement is required for estimating the cost of
distribution and generation.. The mostly used type of flow
meters are Positive displacement flow meters. Inrecentdays
differential pressureflow meters are widelyusedtomeasure
the oil flow[4].
Figure 3. Flow Sensor
2.4. Gas analyser
Gas sensors are essential for personal safety and
environmental protection. These sensors are mainly used to
detect and measure actual levels of methane, hydrogen
sulphide, carbon monoxide, oxygen along with 50 other
gases. This sensor has auto-calibration function that allows
for precious calibration of the gas levels. This sensor can
store the values and could transfer data to a computer[5].
Figure 4. Gas Analyser
2.5 Densitometer
It is important to measure the level of flowing oil stream.
A densitometer is can measure continuously in on-line the
measure the density of a flowing stream. In the oil and gas
industry, a densitometer is normally used to measure the
density ofliquid hydrocarbon finished productslikepropane
and gasoline and liquid mixtures like Y-grade natural gas
liquids (NGL), but can also be used to measure the density of
crude oil. The typical installation is in a single-phase liquid
stream, but densitometers can be used to measure single-
phase gas or vapor. This paper addresses only continuous,
on-line liquid density measurement[6].
Figure 5. Density Meter
2.6. Interfacial Tension
Surface tension is the major property of any liquid in
contact with the gas. Interfacial tension stands of the
property that exists between various forms of liquid to solid,
solid to solid or solid to air.
The cohesive energy is measured with respect to the
Interfacial Tension. By using this measurement the practical
imbalance of forces that exist between molecules at any type
of interface can be estimated.
The imbalance of force is created due to the contact of
two different phases of substances. As a result accumulation
of free energy at the interface takes place. This accumulated
energy is called surface free energy and can be calculated to
increase the surface area of the interface[7].
Excess energy exists at any type of interface. If one of the
phases is the gas phase of a liquid being tested, the
measurement is normallyreferredtoasSurfaceTension(ST).
If the surface investigated is the interface of two immiscible
liquids, the measurement is normally referred to as
interfacial tension (IFT).
2.7 Oil Viscosity
Oil Viscosity isoneoftheimportantparametersmeasured
because of its importance to analyze the condition of the oil
and lubrication. There are two ways to measure the oil’s
viscosity. One measurement technique is based on its
kinematic viscosity or its absolute viscosity[8].
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 852
Figure 6. Gas Analyser
Oil viscosity is measured easily using the capillary tube
viscometer. It consists of a metal rod that is inserted into the
two beakers that are similar to each other. The actual force
required for stirring the gear oil will be much more greater
than the actual force required to stir the turbine oil.
Based on this observation, itmightbetemptingtosaythat
the gear oil requires more force to stir because it hasahigher
viscosity than the turbine oil. However, it is the oil’s
resistance to flow and shear due to internal friction that is
being measured in this example, so it is more correct to say
that the gear oil has a higher absolute viscosity than the
turbine oil because more force is required to stir the gear oil.
2.9. PH
Acidity or basicity of a liquid is measured with Ph values.
Ph value of the oil plays a significant role to know the quality
of oil with respect to chemical reactivity and its effect on
environment [9].
Figure 7. Ph Analyser
Arduino compatible PhSensors as indicated in the figure
above can able to measure the Ph Value of the oil accurately
and sends the value to the Arduino for further computations.
2.10. TANK LEVEL SENSOR
As the oil present insidethe storage tanks are notcapable
of viewed from outside a level sensor is in need to measure
the amount of oil inside the tank. The measurement could
help the motor to drive from one tank to another tank when
the level of oil falls below some safe values.
Also it is possible to estimate the amount of oil
transferred for billing purpose and to know the supply
quantity[10].
Figure 8. Ultrasonic Sensor
Since oil is highly flammable it is essential to have a non-
contactable sensor to avoid fire accidents. Ultrasonicsensors
canable to measurethelevelwithouthavinganycontactwith
the oil.
2.11 Environmental sensor
The BME680 is the one of the type of gas sensor that
measures high-linearity and high-accuracy gas, pressure,
humidity and temperature sensors. This sensor is made for
usage in mobile applications due to its small size and low
power consumption. The BME680 has various advantages -
depending on the various operating mode under optimized
consumption, longer-term stability and higher EMC
robustness. MBE680 canmeasurethe airqualityforpersonal
measurement and the gas sensor within the BME680 can
detect a large range of gases like volatile organic compounds
(VOC).
The following are the Possible use cases that can be
measured using this sensor:
 Personal air quality tracker
 Air quality mapping
 Air quality inside cars & public transport
 Enhanced context awareness
 Accurate step & calorie tracker
 Quick GPS-fix & improved navigation
 Indicator of too high / low humidity
 Air quality & well-being indicator
 Sleep / recovery tracker
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 853
 Weather trend
 Stair counter
 Floor level detection
Figure 9. BME Environmental sensor
2.12 CO2 Sensor
It is a well know fact that Greenhouse Effec is melting the
Earth ice core every day there by creating dangerous
icebergs. By measuring the exact concentration of
CO2(Carbon Dioxide), it is possible t to reducetheCO2andto
protect our Earth.
In oil and gas filed it is very importanttomeasuretheCO2
level that comes out of the gas tank to avoid any fire
accidents. Oil and gas when stored in a closed tanks are
subjected to emission of gases due to changes in
environmental temperature and gas pressure of the storage
tank.
It is obvious and compulsory to measure the CO2 level
coming out of this storage tank to safe guard the plant from
any excess emissions that can cause smokes or burns.
This is the first CO2 sensor that are made for compatible
with the Arduino market. The output voltage of this sensor
decreases as the concentration of the CO2 increases. Thereis
a potentiometer designedalong with this sensor board to set
the threshold of voltage. The measurement works ss long as
the CO2 concentration is high enough (the voltage is lower
than the threshold), a digital signal (ON/OFF) will be sent to
the Arduino sensor pin.
Figure 9. BME Environmental sensor
The CO2 sensor is basically a MG-811 sensor module
which is highly sensitive to CO2 emissions. This sensor is
made with less sensitive to alcohol and CO, low humidity &
temperature dependency.
Onboard heating circuit brings the best temperature for
the sensor to function. Internal power boosting to 6V for
heating sensor best performance.
This sensor has an onboard conditioning circuit for
amplifying output signal.
To ease the difficulty of using this CO2 sensor, a Gravity
Interface is adapted to allow plug play. The Arduino IO
expansion shield is the best match for this CO2 senor
connecting to your Arduino microcontroller.
This is an electrochemical Arduino-basedCO2sensor,itis
suitable forqualitative analysis.ThereareotherInfraredCO2
sensors, which could make a quantitative analysis.
3. CONCLUSIONS
In this paper various sensors that are required to be used in
oil and gas industries are discussed. It is very important to
measure the internal and external oil quality parameters. As
oil is highly flammable liquid utmost attention is requiredin
selecting proper sensor to operate safe and to give accurate
results. The sensors discussed here are made with latest
technologies and can able to operate safely as per the
climatic condition in Oil and gas industries in Oman.
ACKNOWLEDGEMENT
This project is funded by Oman Research council TRC Oman
and the project is a real time project carried over at
University of Technology and Applied Sciences Nizwa.
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072
© 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 854
REFERENCES
[1] Pan Yi, Xiao Lizhi and Zhang Yuanzhong, "Remote real-
time Monitoring System for Oil and Gas Well Based on
Wireless Sensor Networks", 2010
[2] Stig Petersen, Paula Doyle, Svein Vatland, Christian
Salbu Aasland, Trond Michael Andersen and Dag Sjong
Requirements. Drivers and Analysis of Wireless Sensor
Network Solutions for the Oil &GasIndustry,2007,IEEE
[3] Kazem Sohraby, Daniel Minoli and Taieb Znati.
Wireless sensor networks: technology, protocols, and
applications. Published by John Wiley & Sons, Inc.,
Hoboken, New Jersey, 2007 ISBN: 978-0-471-74300-2
[4] Summarized Version published in Ozean Journal of
Applied Sciences 6(2), 2013. ISSN 1943-2429, Pages 39
– 43. Ozean publication REFEREN CES Alex Talevski,
Simon Carlsen and Stig Petersen.ResearchChallengesin
Applying Intelligent Wireless Sensors in the Oil,Gasand
Resources Industries,7thIEEEInternational Conference
on Industrial Informatics (INDIN 2009)
[5] He, J.; Yang, S.; Gan, C.; He, J.; Yang, S.; Gan, C.
Unsupervised Fault Diagnosis of a Gear Transmission
Chain
[6] Using a Deep Belief Network. Sensors 2017, 17, 1564.
[7] Gkerekos, C.; Lazakis, I.; Theotokatos, G. Ship Machinery
Condition Monitoring Using Performance Data
[8] through Supervised Learning; University of Strathclyde
Publishing: Glasgow, Scotland, 2017; pp. 105–111.
[9] ISBN 9781909522169
[10] Marichal, G.N.; Hernández, A.; Acosta, L.; González, E.J. A
Neuro-Fuzzy System for Extracting Environment
BIOGRAPHY
Dr.D.Vimalakeerthy is working as
Lecturer at University of
Technology and Applied Sciences
Nizwa. He has 22 years of teaching
experience and involved in real
time research activities.

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Analysis of various sensors to measure the physical parameters of the oil stored in Oil Tank for Oil and gas Industries in Oman

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 850 Analysis of various sensors to measure the physical parameters of the oil stored in Oil Tank for Oil and gas Industries in Oman Dr.Vimalakeerthy Devadoss1, Dr.Sivakumar Muthusamy2, Dr.Muthukumar Selvakannu3 Dr.Suresh Kumar Arumugam4, Mr.Nanathakumar Chokkalingam5 1Lecturer, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman 2 Lecturer, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman 3 Lecturer, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman 4 Technician, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman 5 Technician, Electrical Engineering University of Technology and Applied Sciences, Nizwa, Sultanate of Oman ---------------------------------------------------------------------***--------------------------------------------------------------------- Abstract - Oil and gas industries play a vital role in improving the economy of Oman. Oman government pays major attention in improving the production and safety measures in oil and gas industries. As oil is flammable, it is important to measure various internal and external parameters of oil when it is stored in a tank. Having a smart monitoring system with suitable sensors will have safe environment and enhanced production. In this paper various sensors that can be used for oil and gas industries is discussed and the proposed sensor technology that is efficient than the existing models is suggested. Key Words: Sensors, Oil and gas Industries 1. INTRODUCTION Oil is the main source of resource in Oman. Oman has large number of oil fields and is a well-known country in term of exporting oil to various neighbouring countries. Oil and gas industries are normally located outside the residential areas considering safety and also depends on the location where the oil is explored. There are so many internal process associated with oil when it comes to domestic usage. Each process is significantly should behandledwithutmostsafety as oil is hazardous in nature[1]. It is very important to measure various factors of oil and the storage tank when it is stored for processing or delivering for domestic usage. Modern technology has immense research interest in developing smart sensors with safety measure to enable parameter measurement at optimal cost and safety. Various sensors that are currently under usage is discussed in this paper and an efficient sensor that can be used for oil and gas industries with cost, simplicity and efficiency is suggested in this paper. 2. SENSOR TECHNOLOGIES As oil is highly hazardous it is a difficult tast to choose the sensors with high efficiency and optimalperformance.Inthis paper improves sensor models are discussed. Sensors needed for the oil storage tanks 2.1. Pressure sensor It is a Submersible pressure sensor ranging from 0 – 0.2 bar formeasuring the level ofa 2 meter oil storage tank.This type of the pressure sensor can be installed directly into a storage tank containing fuel oil. It issues a outpt signal of 4- 20mA with 0.1% accuracy[2]. Figure 1. Pressure Sensor 2.2 Multi-spot thermometer The average temperatureoftheoilcanbemeasuredusing these multi spot thermometers. The standard measuring elements are according to EN 60751. Min. 150 mm from foot of the sensor to the head spot[3].
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 851 Figure 2. Multi Spot Thermometer 2.3. Flowmeter In oil and gas industries accurate and reliable oil flow measurement is required for estimating the cost of distribution and generation.. The mostly used type of flow meters are Positive displacement flow meters. Inrecentdays differential pressureflow meters are widelyusedtomeasure the oil flow[4]. Figure 3. Flow Sensor 2.4. Gas analyser Gas sensors are essential for personal safety and environmental protection. These sensors are mainly used to detect and measure actual levels of methane, hydrogen sulphide, carbon monoxide, oxygen along with 50 other gases. This sensor has auto-calibration function that allows for precious calibration of the gas levels. This sensor can store the values and could transfer data to a computer[5]. Figure 4. Gas Analyser 2.5 Densitometer It is important to measure the level of flowing oil stream. A densitometer is can measure continuously in on-line the measure the density of a flowing stream. In the oil and gas industry, a densitometer is normally used to measure the density ofliquid hydrocarbon finished productslikepropane and gasoline and liquid mixtures like Y-grade natural gas liquids (NGL), but can also be used to measure the density of crude oil. The typical installation is in a single-phase liquid stream, but densitometers can be used to measure single- phase gas or vapor. This paper addresses only continuous, on-line liquid density measurement[6]. Figure 5. Density Meter 2.6. Interfacial Tension Surface tension is the major property of any liquid in contact with the gas. Interfacial tension stands of the property that exists between various forms of liquid to solid, solid to solid or solid to air. The cohesive energy is measured with respect to the Interfacial Tension. By using this measurement the practical imbalance of forces that exist between molecules at any type of interface can be estimated. The imbalance of force is created due to the contact of two different phases of substances. As a result accumulation of free energy at the interface takes place. This accumulated energy is called surface free energy and can be calculated to increase the surface area of the interface[7]. Excess energy exists at any type of interface. If one of the phases is the gas phase of a liquid being tested, the measurement is normallyreferredtoasSurfaceTension(ST). If the surface investigated is the interface of two immiscible liquids, the measurement is normally referred to as interfacial tension (IFT). 2.7 Oil Viscosity Oil Viscosity isoneoftheimportantparametersmeasured because of its importance to analyze the condition of the oil and lubrication. There are two ways to measure the oil’s viscosity. One measurement technique is based on its kinematic viscosity or its absolute viscosity[8].
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 852 Figure 6. Gas Analyser Oil viscosity is measured easily using the capillary tube viscometer. It consists of a metal rod that is inserted into the two beakers that are similar to each other. The actual force required for stirring the gear oil will be much more greater than the actual force required to stir the turbine oil. Based on this observation, itmightbetemptingtosaythat the gear oil requires more force to stir because it hasahigher viscosity than the turbine oil. However, it is the oil’s resistance to flow and shear due to internal friction that is being measured in this example, so it is more correct to say that the gear oil has a higher absolute viscosity than the turbine oil because more force is required to stir the gear oil. 2.9. PH Acidity or basicity of a liquid is measured with Ph values. Ph value of the oil plays a significant role to know the quality of oil with respect to chemical reactivity and its effect on environment [9]. Figure 7. Ph Analyser Arduino compatible PhSensors as indicated in the figure above can able to measure the Ph Value of the oil accurately and sends the value to the Arduino for further computations. 2.10. TANK LEVEL SENSOR As the oil present insidethe storage tanks are notcapable of viewed from outside a level sensor is in need to measure the amount of oil inside the tank. The measurement could help the motor to drive from one tank to another tank when the level of oil falls below some safe values. Also it is possible to estimate the amount of oil transferred for billing purpose and to know the supply quantity[10]. Figure 8. Ultrasonic Sensor Since oil is highly flammable it is essential to have a non- contactable sensor to avoid fire accidents. Ultrasonicsensors canable to measurethelevelwithouthavinganycontactwith the oil. 2.11 Environmental sensor The BME680 is the one of the type of gas sensor that measures high-linearity and high-accuracy gas, pressure, humidity and temperature sensors. This sensor is made for usage in mobile applications due to its small size and low power consumption. The BME680 has various advantages - depending on the various operating mode under optimized consumption, longer-term stability and higher EMC robustness. MBE680 canmeasurethe airqualityforpersonal measurement and the gas sensor within the BME680 can detect a large range of gases like volatile organic compounds (VOC). The following are the Possible use cases that can be measured using this sensor:  Personal air quality tracker  Air quality mapping  Air quality inside cars & public transport  Enhanced context awareness  Accurate step & calorie tracker  Quick GPS-fix & improved navigation  Indicator of too high / low humidity  Air quality & well-being indicator  Sleep / recovery tracker
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 853  Weather trend  Stair counter  Floor level detection Figure 9. BME Environmental sensor 2.12 CO2 Sensor It is a well know fact that Greenhouse Effec is melting the Earth ice core every day there by creating dangerous icebergs. By measuring the exact concentration of CO2(Carbon Dioxide), it is possible t to reducetheCO2andto protect our Earth. In oil and gas filed it is very importanttomeasuretheCO2 level that comes out of the gas tank to avoid any fire accidents. Oil and gas when stored in a closed tanks are subjected to emission of gases due to changes in environmental temperature and gas pressure of the storage tank. It is obvious and compulsory to measure the CO2 level coming out of this storage tank to safe guard the plant from any excess emissions that can cause smokes or burns. This is the first CO2 sensor that are made for compatible with the Arduino market. The output voltage of this sensor decreases as the concentration of the CO2 increases. Thereis a potentiometer designedalong with this sensor board to set the threshold of voltage. The measurement works ss long as the CO2 concentration is high enough (the voltage is lower than the threshold), a digital signal (ON/OFF) will be sent to the Arduino sensor pin. Figure 9. BME Environmental sensor The CO2 sensor is basically a MG-811 sensor module which is highly sensitive to CO2 emissions. This sensor is made with less sensitive to alcohol and CO, low humidity & temperature dependency. Onboard heating circuit brings the best temperature for the sensor to function. Internal power boosting to 6V for heating sensor best performance. This sensor has an onboard conditioning circuit for amplifying output signal. To ease the difficulty of using this CO2 sensor, a Gravity Interface is adapted to allow plug play. The Arduino IO expansion shield is the best match for this CO2 senor connecting to your Arduino microcontroller. This is an electrochemical Arduino-basedCO2sensor,itis suitable forqualitative analysis.ThereareotherInfraredCO2 sensors, which could make a quantitative analysis. 3. CONCLUSIONS In this paper various sensors that are required to be used in oil and gas industries are discussed. It is very important to measure the internal and external oil quality parameters. As oil is highly flammable liquid utmost attention is requiredin selecting proper sensor to operate safe and to give accurate results. The sensors discussed here are made with latest technologies and can able to operate safely as per the climatic condition in Oil and gas industries in Oman. ACKNOWLEDGEMENT This project is funded by Oman Research council TRC Oman and the project is a real time project carried over at University of Technology and Applied Sciences Nizwa.
  • 5. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 10 Issue: 03 | Mar 2023 www.irjet.net p-ISSN: 2395-0072 © 2023, IRJET | Impact Factor value: 8.226 | ISO 9001:2008 Certified Journal | Page 854 REFERENCES [1] Pan Yi, Xiao Lizhi and Zhang Yuanzhong, "Remote real- time Monitoring System for Oil and Gas Well Based on Wireless Sensor Networks", 2010 [2] Stig Petersen, Paula Doyle, Svein Vatland, Christian Salbu Aasland, Trond Michael Andersen and Dag Sjong Requirements. Drivers and Analysis of Wireless Sensor Network Solutions for the Oil &GasIndustry,2007,IEEE [3] Kazem Sohraby, Daniel Minoli and Taieb Znati. Wireless sensor networks: technology, protocols, and applications. Published by John Wiley & Sons, Inc., Hoboken, New Jersey, 2007 ISBN: 978-0-471-74300-2 [4] Summarized Version published in Ozean Journal of Applied Sciences 6(2), 2013. ISSN 1943-2429, Pages 39 – 43. Ozean publication REFEREN CES Alex Talevski, Simon Carlsen and Stig Petersen.ResearchChallengesin Applying Intelligent Wireless Sensors in the Oil,Gasand Resources Industries,7thIEEEInternational Conference on Industrial Informatics (INDIN 2009) [5] He, J.; Yang, S.; Gan, C.; He, J.; Yang, S.; Gan, C. Unsupervised Fault Diagnosis of a Gear Transmission Chain [6] Using a Deep Belief Network. Sensors 2017, 17, 1564. [7] Gkerekos, C.; Lazakis, I.; Theotokatos, G. Ship Machinery Condition Monitoring Using Performance Data [8] through Supervised Learning; University of Strathclyde Publishing: Glasgow, Scotland, 2017; pp. 105–111. [9] ISBN 9781909522169 [10] Marichal, G.N.; Hernández, A.; Acosta, L.; González, E.J. A Neuro-Fuzzy System for Extracting Environment BIOGRAPHY Dr.D.Vimalakeerthy is working as Lecturer at University of Technology and Applied Sciences Nizwa. He has 22 years of teaching experience and involved in real time research activities.