SlideShare a Scribd company logo
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 272
DEVELOPMENT OF IMPROVED PID CONTROLLER FOR SINGLE-
EFFECT EVAPORATOR
Aminu Tijjani1
, H. K. Verma2
, Chhaya Sharma3
1
M.Tech Student, Department of Electrical and Electronics Engineering School of Engineering and Technology,
Sharda University, Greater Noida, Uttar Pradesh, India,
mailtoalameen87@gmail.com
2
Distinguished Professor, Department of Electrical and Electronics Engineering School of Engineering and
Technology, Sharda University, Greater Noida, Uttar Pradesh, India,
hk.verma@sharda.ac.in
3
Associate Professor, Department of Paper Technology Campus Indian Institute of Technology, Roorkee Saharanpur
Campus, India,
chhaya1964@rediffmail.com
Abstract
Kraft pulping is the pulping process that is mostly used in paper mills. This is because the chemicals used in cooking are being
recovered, and environmental pollution is minimized, as the chemicals are not discarded into the environment, but rather re-
cycled. These chemicals are recovered by burning the black liquor that leaves the digester in a reactor called a recovery boiler.
Feeding the black liquor directly from the digester to the recovery boiler will cause a water/smelt explosion. This explosion
happens if the percentage of water in the liquor is high, the solid content of the black liquor leaving the digester is usually
between 13-18%. To avoid such disaster the concentration of the black liquor has to be increased, which should in the range of
60-70%, this is done in a single or multiple effect evaporator. In this paper, a single effect evaporator control has been designed
using a Proportional Integral Derivative (PID) controller. During the first design a simple PID controller with a feedback control
was used. Then taking into consideration the load disturbance in the process, a feed forward control has then been introduced
into the controller design. Subsequently the concept of boiling point rise (BPR) to measure concentration has then been used in
the controller design of a single effect evaporator.
Keywords: Boiling Point Rise, Concentration, Evaporators, Feed Forward Control, Paper Mill, PID Controller,
Pulping Process, Single-Effect Evaporator
--------------------------------------------------------------------***----------------------------------------------------------------------
1. INTRODUCTION
The paper making process as a whole consist of various sub
sections, wood is a raw material used in paper making.
Trees from the field are cut down into wood logs, then
transporting the wood logs to the paper mill industry. The
wood logs undergo what is known as wood preparation,
upon reaching the paper mill. This wood preparation
includes de-barking, wood chipping and then chip selection.
The selected chip with appropriate size is then sent to a
digester for cooking. The cooking is done under a
predetermined temperature and pressure for a certain period
of time. The cooked pulp then undergoes washing, which
the pulp is then separated from the black liquor. The black
liquor undergoes chemical recovery in order to recover the
used chemicals [4]. The washed pulp then goes to a
bleaching if required. The bleached pulp is then conveyed to
the paper making machine. It is at the paper making
machine were the pulp is transformed into a giant paper
web, and water is squeezed out of it, leaving behind a
delicate paper which need to be dried, and later cut into
required sizes.
The black liquor enters the chemical recovery cycle at the
evaporation section. This is crucial as the black liquor
leaving the digester has low solid content usually 13-18%,
and for the black liquor to be fired into the recovery boiler it
must have at least 58% of solid content [5], otherwise a
water/smelt explosion may occur. For that purpose the
concentration of black liquor has to be increased, and this is
done by evaporation process. The evaporation process is
done in vessels called evaporators.
Evaporators are heat exchangers. This heat exchangers are
bodies in which the evaporation takes place. This
evaporators are also called as effects. The principle
operation of the evaporators is to increase the concentration
of the black liquor in it. Superheated steam or hot air is fed
to the evaporator effect, in which contains the black liquor.
As the steam enters into the wall tubing, it exchanges it is
heat energy with the liquor inside the evaporator. This rises
the temperature of the black liquor to a point whereby it
starts to boil [6]. Upon boiling, the water present in the
liquor is converted to a gaseous form and leave the salt [2].
The steam that gives away it is energy to the liquor changes
to liquid state, and is collected as condensate at one end. In
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 273
pulp and paper mills, there are different types of evaporators
used, for the purpose of increasing it is concentration, some
of them are. Rising film, falling film, direct contact and
forced circulation [4].
This work focuses on the design of a Proportional Integral
Derivative (PID) Controller for single effect evaporator, for
the purpose of increasing the solid concentration of black
liquor leaving the digester, before it is fed to the recovery
boiler for combustion.
2. CONTROLLER FOR SINGLE EFFECT
EVAPORATOR
2.1 Control Requirements
To achieve the target concentration in the end product, the
rate at which the steam is fed to the heat exchanger has to be
controlled. The rate at which the steam is to be supplied will
be determined based on the solid content concentration of
the black liquor, and to what percentage the concentration is
required to be increased to. For operation and control of the
single effect evaporator, a PID controller is used to control
the degree of opening or closing of a motorized control
valve.
2.2 Simple PID Controller
For a simple PID controller in a single effect evaporator
process, the controller can either be a Micro-process based
[1] or PLC based. The desired set point of the concentration
is inputted into the PID which will be in digital form. A
concentration sensor is placed inside the outlet of the
evaporator so as to measure the concentration of liquor
leaving the evaporator. The sensor measures the
concentration and feds the analog reading to and ADC, the
digital data now is fed to the PID controller. The PID
controller generates an error signal based on the difference
between the measured concentration and set point [3], and
feds it to a DAC. The digital signal is fed to the motorized
control valve, which determines the degree of opening or
closing of the valve based on the error signal fed to it. This
in turns control the amount of steam to be fed to the process.
Fig 1 is a block diagram that illustrates the control strategy
employed here and fig 2 shows the simple PID controller for
a single-effect evaporator.
Fig -1 Block diagram of control strategy of single effect
evaporator
(Csp: Concentration set point, Cm: Measured concentration,
Ca: Actual concentration).
Fig -2: Block diagram of PID controller for a single effect
evaporator
3. PID CONTROLLER WITH FEED FORWARD
CONTROL FOR SINGLE-EFFECT
EVAPORATOR
3.1 Necessity of Feed Forward Control
In the previous control, the controller regulates the amount
of steam flow into the evaporator based on the concentration
measured at the output by the sensor. The rate at which the
process respond is slow, as the rate of steam flow is only
altered if changes has been measured at the output, this does
not take care of disturbance that may occur on the process.
In evaporators there are two major disturbance that can
affect the process, this are, the rate at which the weak liquor
is fed to the process, and the change in concentration of
black liquor entering the process. If the rate at which the
weak liquor is fed to the evaporator is increased, then the
rate of which steam is fed to the process has to be increased,
and vice versa. If the concentration of solid content in the
weak liquor is decreased then more steam will be required to
evaporate. If the concentration of the weak liquor is
increased then less amount of steam will be required inside
the process in order to concentrate it to its required
concentration.
To overcome the effect of this disturbance on the process a
feed forward control is used. This feed forward controller
sends a correcting signal before the disturbance affects the
process [3].
3.2 PID Controller with Feed Forward Control
In this PID controller configuration a feed forward control is
introduced. In the previous control configuration the control
signal sent to the motorized control valve is from an error
generated after measuring the output and comparing with
the preferred set point. This will take a certain time delay
before correcting if there is a disturbance on the process. To
overcome this delay a feed forward controller is used. The
feed forward controller is used to overcome and neutralize
the effect of disturbance on the system, before it even effects
the overall system. Fig 3 shows PID controller scheme.
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 274
Fig-3 Block diagram PID controller with feed forward
control
4. FURTHER IMPROVEMENT IN PID
CONTROLLER
4.1 Boiling Point Rise (BPR) as Measure of
Concentration
Boiling point rise is the difference between the temperature
of a boiling solution and the temperature of boiling water
(pure) at the same pressure. A dhuring chart can be used to
determine the BPR. The BPR is usually expressed in degree
Fahrenheit (o
F) but can also be in degree Celsius (o
C) [8].
Dhuring chart states that, there exist a linear relationship
between the temperature of boiling water and that of a
solution at the same pressure [9]. Since the boiling
temperature of the solution can be measured and the
temperature of steam i.e. the temperature of boiling water.
At the same time measuring the pressure inside the vessel.
Values of these three parameters can be used to compute the
concentration using Eqn 1 or 2.
BPR= (a1+b1Pr)[x/(1-x)] for x<0.65 . . . . . . . . . . . (1)
BPR= [(a2+b2Pr) + (a3+b3Pr)][x/1-x] for x>=0.65. (2)
Where a1, a2, a3, b1, b2 and b3 are experimentally
determined constants and Pr is the pressure in the
evaporator. The concentration is first computed for the first
equation that is x<0.56, if x is found to be grater then 0.65
then the second equation will be used. Therefore if the
temperature of the boiling solution can be measured as well
as the temperature of boiling water and pressure at which
this takes place, then the concentration of that solution can
be calculated. This can be seen in fig 4
Fig -4 Schematic for measuring concentration through BPR
(T1: Temperature sensor that measure the temperature of
steam, T2: Temperature sensor that measures the
temperature of boiling solution, Pr: Pressure sensor that
measure the pressure inside the evaporator).
4.1 PID Controller of a Single Effect Evaporator
Using BPR
In section 3.2 a concentration sensor has been used to
measure the solid content concentration of the liquor. This
concentration sensors are not that efficient in reading the
exact concentration of the liquor, as there are not designed
initially for a particular salt. A Refractometer is used for
measuring concentration, measurement of concentration
using a refractometer is not accurate for higher solid
concentration, but rather works on prediction. Also the cost
of purchasing such sensors is very costly, such as the
specific gravity sensor. In order to overcome such problems
of concentration measurement sensors.
The sensors are replaced with something that will eliminate
those disadvantages. To achieve that, the concept of BPR
fully known as Boiling Point Rise is used. In evaporators, to
measure the boiling temperature of the solution, a
temperature sensor is placed just below the surface of the
boiling solution, another temperature sensor is to be placed
in the vapor region inside the evaporator so as to measure
the boiling point of the steam. A pressure sensor is then
placed in the head of the evaporator so as to measure
accurately the pressure at which the boiling takes place. The
measured parameters are sent to a multiplexer and then to an
ADC so as to convert the analog signal to digital form,
which will be suitable for the computer (controller) to
interpret and manipulate. The ADC output if fed to the
controller that calculates the concentration based on either
equation 1 or 2. Then sends the reading of measured
concentration to the feedback controller. The feedback
controller will generate an error signal based on the
difference between the set point and the measured
concentration. This signal will be sent to DAC, which
converts the digital signal back to an analog signal. The
analog signal is fed to a motorized control valve, this valve
controls the amount of steam to be fed to the evaporator. Fig
5 shows a PID controller block diagram using the concept of
BPR.
Fig-5 Control scheme of single effect evaporator using BPR
IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308
_______________________________________________________________________________________
Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 275
4.3 Improved PID Controller of Single Effect
Evaporator using BPR with Feed Forward
Using the concept of BPR to determine the concentration of
liquor, as well as using a feed forward control to overcome
any effect due to disturbance will be the fore more best
control design for a single effect evaporator. This can be
seen in fig 6.
Fig-6 PID controller using BPR with feed forward control
5 CONCLUSION
In this paper, single effect evaporation process was
discussed with four different control configurations, in order
to achieve the end target of attaining the value of
concentration accurately.
A simple PID controller was first designed with a feedback
control, then taking into consideration of disturbances on the
process, a feed forward control was then employed to
overcome that effect. Later using a concept of BPR to
determine the concentration was used, which is more
accurate than using conventional concentration measuring
sensors and less cost of their purchase. Combining all this
together gives an improved PID controller for single effect
evaporator.
A single effect evaporator is not commonly used anymore
these days since it is not economical, as the output vapor is
not re-used in the process.
For that purpose a multi-effect evaporation process has
replaced it these days. Authors are working on the
development of a PID controller for multi-effect
evaporators.
For that purpose a multi-effect evaporation process has
replaced it these days. Authors are working on the
development of a PID controller for multi-effect
evaporators.
REFERENCES
[1]. Frank Joachim and Mayer ZU. Heringdort, “Flexible
Microprocessor Based Evaporation Controller”, Article,
Journal of Scientific Engineering and Technology, 2012
[2]. Mr Prashant Balpande, G.S. Zamre and A.P Gawande,
“Thermal Integration in Multiple Effect Evaporators” Paper,
International Journal for Engineering Application and
technology, 2013
[3]. Dhara J.Shah and C.G. Bhagchandi, “Design, Modelling
and Simulation of Multiple Effect Evaporators”, Paper,
International Journal of scientific Engineering and
Technology, 2012
[4]. Kaj Henricson, "Chemical Recovery Cycle", Pulping
technology, 2005
[5]. BLRB Advisory Committee "Recommended Good
Practice Safe Firing of Black Liquor in Black Liquor
Recovery Boiler", 2012
[6]. Zhu, M., Xie, H., Zhang, B. and Guan, X, "The
Characteristics of the Evaporator/Evaporator for Direct
Expansion Solar Assisted Heat Pump System", Journal of
Power and Energy Engineering, 2013
[7]. Guillermo H. Crapiste and J.E Lozano, “Effect of
concentration and Pressure on Boiling Point Rise of Apple
Juice and Related Sugar Solutions”, Article, Journal of Food
Science, 2006
[8]. Marta Bialik , Peter Sedin , and Hans Theliander "
Boiling Point Rise Calculations in Sodium Salt Solutions",
Article, Industrial and Engineering Chemistry Research,
2008
[9]. Wikipedia, “Dühring's rule”, at
https://en.wikipedia.org/wiki/D%C3%BChring%27s_rule,
accessed on 20/10/2015
BIOGRAPHIES
Aminu Tijjani graduated in Electrical
Engineering in 2012 from Kano University
of Science and Technology wudil, Kano
state Nigeria in 2012, Then offering his
Master of Technology in Sharda University
in Electrical and Electronics with
specialization in Instrumentation and
Control.
H. K. Verma graduated in Electrical
Engineering in 1967 from the University of
Jodhpur and obtained Master of Engineering
and Ph.D. degrees in 1969 and 1977,
respectively, from the erstwhile University
of Roorkee (now Indian Institute of
Technology Roorkee). Prof. Verma has published over 200
research papers, and guided 15 Ph.D. theses and 130
M.E./M.Tech. dissertations. He was honoured twice, first in
2004 and again in 2009, by the Indian Institute of
Technology Roorkee as a Distinguished Teacher.
Chhaya Sharma (chayafpt@iitr.ernet.in)
received Ph.D. (Pulp and Paper
Engineering) in 1994 from IIT Roorkee
(erstwhile University of Roorkee). She
started her career as Research Fellow (JRF,
SRF and RA) 1988 then joined as faculty in
July 2000 at IIT-Roorkee and continuing
till date. She has published more than 45 research papers

More Related Content

What's hot

Pharmaceutical automation
Pharmaceutical automationPharmaceutical automation
Pharmaceutical automation
Manikant Prasad Shah
 
Turbo Phase overview
Turbo Phase overviewTurbo Phase overview
Turbo Phase overview
Kenny Linn
 
Boiler control system engineering
Boiler control system engineeringBoiler control system engineering
Boiler control system engineering
Hernan Coba
 
Process control
Process control Process control
Process control
Sadiq Rahim
 
IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...
IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...
IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...
IRJET Journal
 
Paper id 21201482
Paper id 21201482Paper id 21201482
Paper id 21201482
IJRAT
 
Instruments - Part 2
Instruments - Part 2Instruments - Part 2
Instruments - Part 2
PranavAutomation
 
Process control
Process controlProcess control
Process control
Srinivasa Rao
 
Session 06 - Instruments - Part 2
Session 06 - Instruments - Part 2Session 06 - Instruments - Part 2
Session 06 - Instruments - Part 2
VidyaIA
 
Process control examples and applications
Process control examples and applications Process control examples and applications
Process control examples and applications
Amr Seif
 
Control Process Design parameter
Control Process Design parameterControl Process Design parameter
Control Process Design parameter
Ahsan Saeed
 
Control system for HVAC
Control system for HVACControl system for HVAC
Control system for HVAC
farooq husain
 
Healthy Buildings Guide To Reopen Retail Stores
Healthy Buildings Guide To Reopen Retail StoresHealthy Buildings Guide To Reopen Retail Stores
Healthy Buildings Guide To Reopen Retail Stores
SharadShekar2
 
Automated process control systems
Automated process control systemsAutomated process control systems
Automated process control systems
Shine Thenu
 
Validation of HVAC pharma geeta TUBE (Utility Systems)
Validation of HVAC pharma geeta TUBE (Utility Systems)Validation of HVAC pharma geeta TUBE (Utility Systems)
Validation of HVAC pharma geeta TUBE (Utility Systems)
Saikat Bagchi
 
Bioreactor control system
Bioreactor control system Bioreactor control system
Bioreactor control system
nandhujaan
 
Pu Hall Calculations_2
Pu Hall Calculations_2Pu Hall Calculations_2
Pu Hall Calculations_2
fraz mirza
 
Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...
Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...
Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...
theijes
 
Instrumentation tech 1
Instrumentation tech 1Instrumentation tech 1
Instrumentation tech 1
heinzawwin
 
VRF system presentation !
VRF system presentation !VRF system presentation !
VRF system presentation !
Mohamed Sharbudeen Ayub
 

What's hot (20)

Pharmaceutical automation
Pharmaceutical automationPharmaceutical automation
Pharmaceutical automation
 
Turbo Phase overview
Turbo Phase overviewTurbo Phase overview
Turbo Phase overview
 
Boiler control system engineering
Boiler control system engineeringBoiler control system engineering
Boiler control system engineering
 
Process control
Process control Process control
Process control
 
IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...
IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...
IRJET- Design & Development of Cascade Refrigeration System for Testing at Lo...
 
Paper id 21201482
Paper id 21201482Paper id 21201482
Paper id 21201482
 
Instruments - Part 2
Instruments - Part 2Instruments - Part 2
Instruments - Part 2
 
Process control
Process controlProcess control
Process control
 
Session 06 - Instruments - Part 2
Session 06 - Instruments - Part 2Session 06 - Instruments - Part 2
Session 06 - Instruments - Part 2
 
Process control examples and applications
Process control examples and applications Process control examples and applications
Process control examples and applications
 
Control Process Design parameter
Control Process Design parameterControl Process Design parameter
Control Process Design parameter
 
Control system for HVAC
Control system for HVACControl system for HVAC
Control system for HVAC
 
Healthy Buildings Guide To Reopen Retail Stores
Healthy Buildings Guide To Reopen Retail StoresHealthy Buildings Guide To Reopen Retail Stores
Healthy Buildings Guide To Reopen Retail Stores
 
Automated process control systems
Automated process control systemsAutomated process control systems
Automated process control systems
 
Validation of HVAC pharma geeta TUBE (Utility Systems)
Validation of HVAC pharma geeta TUBE (Utility Systems)Validation of HVAC pharma geeta TUBE (Utility Systems)
Validation of HVAC pharma geeta TUBE (Utility Systems)
 
Bioreactor control system
Bioreactor control system Bioreactor control system
Bioreactor control system
 
Pu Hall Calculations_2
Pu Hall Calculations_2Pu Hall Calculations_2
Pu Hall Calculations_2
 
Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...
Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...
Research, Development Intelligent HVAC Control System Using Fuzzy Logic Contr...
 
Instrumentation tech 1
Instrumentation tech 1Instrumentation tech 1
Instrumentation tech 1
 
VRF system presentation !
VRF system presentation !VRF system presentation !
VRF system presentation !
 

Viewers also liked

Balance evaporador 2012
Balance evaporador 2012Balance evaporador 2012
Balance evaporador 2012
cabj612
 
Evoparation
EvoparationEvoparation
Evoparation
Shivaram
 
Evaporators
EvaporatorsEvaporators
Evaporators
wisdomvalley
 
Evaporation (1)
Evaporation (1)Evaporation (1)
Evaporation (1)
Kartik Gupta
 
Single effect evaporation
Single effect evaporationSingle effect evaporation
Single effect evaporation
Muhammad Saadullah
 
Evaporator
EvaporatorEvaporator
Evaporator
Man Fenix
 
Evaporators
EvaporatorsEvaporators
Evaporators
Khalid Nawaz
 

Viewers also liked (7)

Balance evaporador 2012
Balance evaporador 2012Balance evaporador 2012
Balance evaporador 2012
 
Evoparation
EvoparationEvoparation
Evoparation
 
Evaporators
EvaporatorsEvaporators
Evaporators
 
Evaporation (1)
Evaporation (1)Evaporation (1)
Evaporation (1)
 
Single effect evaporation
Single effect evaporationSingle effect evaporation
Single effect evaporation
 
Evaporator
EvaporatorEvaporator
Evaporator
 
Evaporators
EvaporatorsEvaporators
Evaporators
 

Similar to Development of improved pid controller for single effect evaporator

Optimization of main boiler parameters using soft
Optimization of main boiler parameters using softOptimization of main boiler parameters using soft
Optimization of main boiler parameters using soft
eSAT Publishing House
 
Level Control of Tank System Using PID Controller-A Review
Level Control of Tank System Using PID Controller-A ReviewLevel Control of Tank System Using PID Controller-A Review
Level Control of Tank System Using PID Controller-A Review
IJSRD
 
C045051318
C045051318C045051318
C045051318
IJERA Editor
 
Controller Tuning Method for Non-Linear Conical Tank System
Controller Tuning Method for Non-Linear Conical Tank SystemController Tuning Method for Non-Linear Conical Tank System
Controller Tuning Method for Non-Linear Conical Tank System
Associate Professor in VSB Coimbatore
 
HIL Report on Refrigeration unit & Boilers
HIL Report on Refrigeration unit & BoilersHIL Report on Refrigeration unit & Boilers
HIL Report on Refrigeration unit & Boilers
Akansha Jha
 
Controlling power plant boiler and draft fan using
Controlling power plant boiler and draft fan usingControlling power plant boiler and draft fan using
Controlling power plant boiler and draft fan using
eSAT Publishing House
 
PID controller
PID controllerPID controller
PID controller
Tsuyoshi Horigome
 
process automation and supac guideline
process automation and supac guidelineprocess automation and supac guideline
process automation and supac guideline
Sourav Mainan
 
The application of Self-adaptive Fuzzy PID control the evaporator superheat
The application of Self-adaptive Fuzzy PID control the evaporator superheatThe application of Self-adaptive Fuzzy PID control the evaporator superheat
The application of Self-adaptive Fuzzy PID control the evaporator superheat
IJRES Journal
 
محاضرة 5
محاضرة 5محاضرة 5
محاضرة 5
ssuserd3a9b4
 
Fuzzy based control using labview for miso temperature process
Fuzzy based control using labview for miso temperature processFuzzy based control using labview for miso temperature process
Fuzzy based control using labview for miso temperature process
eSAT Journals
 
Fuzzy based control using lab view for miso temperature process
Fuzzy based control using lab view for miso temperature processFuzzy based control using lab view for miso temperature process
Fuzzy based control using lab view for miso temperature process
eSAT Publishing House
 
In Apc Training Presentation
In  Apc Training PresentationIn  Apc Training Presentation
In Apc Training Presentation
ahmad bassiouny
 
Review on Boiler Control Automation for Sugar Industries
Review on Boiler Control Automation for Sugar IndustriesReview on Boiler Control Automation for Sugar Industries
Review on Boiler Control Automation for Sugar Industries
IRJET Journal
 
Controller tuning.pptx
Controller tuning.pptxController tuning.pptx
Controller tuning.pptx
SuvenduMondal12
 
Microprocessor controlled injection molding machine
Microprocessor controlled injection molding machineMicroprocessor controlled injection molding machine
Microprocessor controlled injection molding machine
AvinashKumar1564
 
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
IJITCA Journal
 
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
IJITCA Journal
 
Comparison of different controller strategies for Temperature control
Comparison of different controller strategies for Temperature controlComparison of different controller strategies for Temperature control
Comparison of different controller strategies for Temperature control
IRJET Journal
 
Bj4301341344
Bj4301341344Bj4301341344
Bj4301341344
IJERA Editor
 

Similar to Development of improved pid controller for single effect evaporator (20)

Optimization of main boiler parameters using soft
Optimization of main boiler parameters using softOptimization of main boiler parameters using soft
Optimization of main boiler parameters using soft
 
Level Control of Tank System Using PID Controller-A Review
Level Control of Tank System Using PID Controller-A ReviewLevel Control of Tank System Using PID Controller-A Review
Level Control of Tank System Using PID Controller-A Review
 
C045051318
C045051318C045051318
C045051318
 
Controller Tuning Method for Non-Linear Conical Tank System
Controller Tuning Method for Non-Linear Conical Tank SystemController Tuning Method for Non-Linear Conical Tank System
Controller Tuning Method for Non-Linear Conical Tank System
 
HIL Report on Refrigeration unit & Boilers
HIL Report on Refrigeration unit & BoilersHIL Report on Refrigeration unit & Boilers
HIL Report on Refrigeration unit & Boilers
 
Controlling power plant boiler and draft fan using
Controlling power plant boiler and draft fan usingControlling power plant boiler and draft fan using
Controlling power plant boiler and draft fan using
 
PID controller
PID controllerPID controller
PID controller
 
process automation and supac guideline
process automation and supac guidelineprocess automation and supac guideline
process automation and supac guideline
 
The application of Self-adaptive Fuzzy PID control the evaporator superheat
The application of Self-adaptive Fuzzy PID control the evaporator superheatThe application of Self-adaptive Fuzzy PID control the evaporator superheat
The application of Self-adaptive Fuzzy PID control the evaporator superheat
 
محاضرة 5
محاضرة 5محاضرة 5
محاضرة 5
 
Fuzzy based control using labview for miso temperature process
Fuzzy based control using labview for miso temperature processFuzzy based control using labview for miso temperature process
Fuzzy based control using labview for miso temperature process
 
Fuzzy based control using lab view for miso temperature process
Fuzzy based control using lab view for miso temperature processFuzzy based control using lab view for miso temperature process
Fuzzy based control using lab view for miso temperature process
 
In Apc Training Presentation
In  Apc Training PresentationIn  Apc Training Presentation
In Apc Training Presentation
 
Review on Boiler Control Automation for Sugar Industries
Review on Boiler Control Automation for Sugar IndustriesReview on Boiler Control Automation for Sugar Industries
Review on Boiler Control Automation for Sugar Industries
 
Controller tuning.pptx
Controller tuning.pptxController tuning.pptx
Controller tuning.pptx
 
Microprocessor controlled injection molding machine
Microprocessor controlled injection molding machineMicroprocessor controlled injection molding machine
Microprocessor controlled injection molding machine
 
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
 
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
Effect of Different Defuzzification methods in a Fuzzy Based Liquid Flow cont...
 
Comparison of different controller strategies for Temperature control
Comparison of different controller strategies for Temperature controlComparison of different controller strategies for Temperature control
Comparison of different controller strategies for Temperature control
 
Bj4301341344
Bj4301341344Bj4301341344
Bj4301341344
 

More from eSAT Journals

Mechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavementsMechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavements
eSAT Journals
 
Material management in construction – a case study
Material management in construction – a case studyMaterial management in construction – a case study
Material management in construction – a case study
eSAT Journals
 
Managing drought short term strategies in semi arid regions a case study
Managing drought    short term strategies in semi arid regions  a case studyManaging drought    short term strategies in semi arid regions  a case study
Managing drought short term strategies in semi arid regions a case study
eSAT Journals
 
Life cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangaloreLife cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangalore
eSAT Journals
 
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materialsLaboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
eSAT Journals
 
Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...
eSAT Journals
 
Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...
eSAT Journals
 
Influence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizerInfluence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizer
eSAT Journals
 
Geographical information system (gis) for water resources management
Geographical information system (gis) for water resources managementGeographical information system (gis) for water resources management
Geographical information system (gis) for water resources management
eSAT Journals
 
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
eSAT Journals
 
Factors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concreteFactors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concrete
eSAT Journals
 
Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...
eSAT Journals
 
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
eSAT Journals
 
Evaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabsEvaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabs
eSAT Journals
 
Evaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in indiaEvaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in india
eSAT Journals
 
Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...
eSAT Journals
 
Estimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn methodEstimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn method
eSAT Journals
 
Estimation of morphometric parameters and runoff using rs &amp; gis techniques
Estimation of morphometric parameters and runoff using rs &amp; gis techniquesEstimation of morphometric parameters and runoff using rs &amp; gis techniques
Estimation of morphometric parameters and runoff using rs &amp; gis techniques
eSAT Journals
 
Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...
eSAT Journals
 
Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...
eSAT Journals
 

More from eSAT Journals (20)

Mechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavementsMechanical properties of hybrid fiber reinforced concrete for pavements
Mechanical properties of hybrid fiber reinforced concrete for pavements
 
Material management in construction – a case study
Material management in construction – a case studyMaterial management in construction – a case study
Material management in construction – a case study
 
Managing drought short term strategies in semi arid regions a case study
Managing drought    short term strategies in semi arid regions  a case studyManaging drought    short term strategies in semi arid regions  a case study
Managing drought short term strategies in semi arid regions a case study
 
Life cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangaloreLife cycle cost analysis of overlay for an urban road in bangalore
Life cycle cost analysis of overlay for an urban road in bangalore
 
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materialsLaboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
Laboratory studies of dense bituminous mixes ii with reclaimed asphalt materials
 
Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...Laboratory investigation of expansive soil stabilized with natural inorganic ...
Laboratory investigation of expansive soil stabilized with natural inorganic ...
 
Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...Influence of reinforcement on the behavior of hollow concrete block masonry p...
Influence of reinforcement on the behavior of hollow concrete block masonry p...
 
Influence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizerInfluence of compaction energy on soil stabilized with chemical stabilizer
Influence of compaction energy on soil stabilized with chemical stabilizer
 
Geographical information system (gis) for water resources management
Geographical information system (gis) for water resources managementGeographical information system (gis) for water resources management
Geographical information system (gis) for water resources management
 
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...Forest type mapping of bidar forest division, karnataka using geoinformatics ...
Forest type mapping of bidar forest division, karnataka using geoinformatics ...
 
Factors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concreteFactors influencing compressive strength of geopolymer concrete
Factors influencing compressive strength of geopolymer concrete
 
Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...Experimental investigation on circular hollow steel columns in filled with li...
Experimental investigation on circular hollow steel columns in filled with li...
 
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...Experimental behavior of circular hsscfrc filled steel tubular columns under ...
Experimental behavior of circular hsscfrc filled steel tubular columns under ...
 
Evaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabsEvaluation of punching shear in flat slabs
Evaluation of punching shear in flat slabs
 
Evaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in indiaEvaluation of performance of intake tower dam for recent earthquake in india
Evaluation of performance of intake tower dam for recent earthquake in india
 
Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...Evaluation of operational efficiency of urban road network using travel time ...
Evaluation of operational efficiency of urban road network using travel time ...
 
Estimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn methodEstimation of surface runoff in nallur amanikere watershed using scs cn method
Estimation of surface runoff in nallur amanikere watershed using scs cn method
 
Estimation of morphometric parameters and runoff using rs &amp; gis techniques
Estimation of morphometric parameters and runoff using rs &amp; gis techniquesEstimation of morphometric parameters and runoff using rs &amp; gis techniques
Estimation of morphometric parameters and runoff using rs &amp; gis techniques
 
Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...Effect of variation of plastic hinge length on the results of non linear anal...
Effect of variation of plastic hinge length on the results of non linear anal...
 
Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...Effect of use of recycled materials on indirect tensile strength of asphalt c...
Effect of use of recycled materials on indirect tensile strength of asphalt c...
 

Recently uploaded

Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
Nada Hikmah
 
Software Quality Assurance-se412-v11.ppt
Software Quality Assurance-se412-v11.pptSoftware Quality Assurance-se412-v11.ppt
Software Quality Assurance-se412-v11.ppt
TaghreedAltamimi
 
Hematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood CountHematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood Count
shahdabdulbaset
 
cnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classicationcnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classication
SakkaravarthiShanmug
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
IJECEIAES
 
CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1
PKavitha10
 
Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
Divyanshu
 
Welding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdfWelding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdf
AjmalKhan50578
 
International Conference on NLP, Artificial Intelligence, Machine Learning an...
International Conference on NLP, Artificial Intelligence, Machine Learning an...International Conference on NLP, Artificial Intelligence, Machine Learning an...
International Conference on NLP, Artificial Intelligence, Machine Learning an...
gerogepatton
 
Generative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of contentGenerative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of content
Hitesh Mohapatra
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
Victor Morales
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
KrishnaveniKrishnara1
 
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by AnantLLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
Anant Corporation
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
Yasser Mahgoub
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
shadow0702a
 
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.pptUnit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
KrishnaveniKrishnara1
 
AI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptxAI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptx
architagupta876
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
insn4465
 
Certificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi AhmedCertificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi Ahmed
Mahmoud Morsy
 
The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.
sachin chaurasia
 

Recently uploaded (20)

Curve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods RegressionCurve Fitting in Numerical Methods Regression
Curve Fitting in Numerical Methods Regression
 
Software Quality Assurance-se412-v11.ppt
Software Quality Assurance-se412-v11.pptSoftware Quality Assurance-se412-v11.ppt
Software Quality Assurance-se412-v11.ppt
 
Hematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood CountHematology Analyzer Machine - Complete Blood Count
Hematology Analyzer Machine - Complete Blood Count
 
cnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classicationcnn.pptx Convolutional neural network used for image classication
cnn.pptx Convolutional neural network used for image classication
 
Embedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoringEmbedded machine learning-based road conditions and driving behavior monitoring
Embedded machine learning-based road conditions and driving behavior monitoring
 
CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1CEC 352 - SATELLITE COMMUNICATION UNIT 1
CEC 352 - SATELLITE COMMUNICATION UNIT 1
 
Null Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAMNull Bangalore | Pentesters Approach to AWS IAM
Null Bangalore | Pentesters Approach to AWS IAM
 
Welding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdfWelding Metallurgy Ferrous Materials.pdf
Welding Metallurgy Ferrous Materials.pdf
 
International Conference on NLP, Artificial Intelligence, Machine Learning an...
International Conference on NLP, Artificial Intelligence, Machine Learning an...International Conference on NLP, Artificial Intelligence, Machine Learning an...
International Conference on NLP, Artificial Intelligence, Machine Learning an...
 
Generative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of contentGenerative AI leverages algorithms to create various forms of content
Generative AI leverages algorithms to create various forms of content
 
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsKuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressions
 
22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt22CYT12-Unit-V-E Waste and its Management.ppt
22CYT12-Unit-V-E Waste and its Management.ppt
 
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by AnantLLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
LLM Fine Tuning with QLoRA Cassandra Lunch 4, presented by Anant
 
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
2008 BUILDING CONSTRUCTION Illustrated - Ching Chapter 02 The Building.pdf
 
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...
 
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.pptUnit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
Unit-III-ELECTROCHEMICAL STORAGE DEVICES.ppt
 
AI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptxAI assisted telemedicine KIOSK for Rural India.pptx
AI assisted telemedicine KIOSK for Rural India.pptx
 
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
哪里办理(csu毕业证书)查尔斯特大学毕业证硕士学历原版一模一样
 
Certificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi AhmedCertificates - Mahmoud Mohamed Moursi Ahmed
Certificates - Mahmoud Mohamed Moursi Ahmed
 
The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.The Python for beginners. This is an advance computer language.
The Python for beginners. This is an advance computer language.
 

Development of improved pid controller for single effect evaporator

  • 1. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 272 DEVELOPMENT OF IMPROVED PID CONTROLLER FOR SINGLE- EFFECT EVAPORATOR Aminu Tijjani1 , H. K. Verma2 , Chhaya Sharma3 1 M.Tech Student, Department of Electrical and Electronics Engineering School of Engineering and Technology, Sharda University, Greater Noida, Uttar Pradesh, India, mailtoalameen87@gmail.com 2 Distinguished Professor, Department of Electrical and Electronics Engineering School of Engineering and Technology, Sharda University, Greater Noida, Uttar Pradesh, India, hk.verma@sharda.ac.in 3 Associate Professor, Department of Paper Technology Campus Indian Institute of Technology, Roorkee Saharanpur Campus, India, chhaya1964@rediffmail.com Abstract Kraft pulping is the pulping process that is mostly used in paper mills. This is because the chemicals used in cooking are being recovered, and environmental pollution is minimized, as the chemicals are not discarded into the environment, but rather re- cycled. These chemicals are recovered by burning the black liquor that leaves the digester in a reactor called a recovery boiler. Feeding the black liquor directly from the digester to the recovery boiler will cause a water/smelt explosion. This explosion happens if the percentage of water in the liquor is high, the solid content of the black liquor leaving the digester is usually between 13-18%. To avoid such disaster the concentration of the black liquor has to be increased, which should in the range of 60-70%, this is done in a single or multiple effect evaporator. In this paper, a single effect evaporator control has been designed using a Proportional Integral Derivative (PID) controller. During the first design a simple PID controller with a feedback control was used. Then taking into consideration the load disturbance in the process, a feed forward control has then been introduced into the controller design. Subsequently the concept of boiling point rise (BPR) to measure concentration has then been used in the controller design of a single effect evaporator. Keywords: Boiling Point Rise, Concentration, Evaporators, Feed Forward Control, Paper Mill, PID Controller, Pulping Process, Single-Effect Evaporator --------------------------------------------------------------------***---------------------------------------------------------------------- 1. INTRODUCTION The paper making process as a whole consist of various sub sections, wood is a raw material used in paper making. Trees from the field are cut down into wood logs, then transporting the wood logs to the paper mill industry. The wood logs undergo what is known as wood preparation, upon reaching the paper mill. This wood preparation includes de-barking, wood chipping and then chip selection. The selected chip with appropriate size is then sent to a digester for cooking. The cooking is done under a predetermined temperature and pressure for a certain period of time. The cooked pulp then undergoes washing, which the pulp is then separated from the black liquor. The black liquor undergoes chemical recovery in order to recover the used chemicals [4]. The washed pulp then goes to a bleaching if required. The bleached pulp is then conveyed to the paper making machine. It is at the paper making machine were the pulp is transformed into a giant paper web, and water is squeezed out of it, leaving behind a delicate paper which need to be dried, and later cut into required sizes. The black liquor enters the chemical recovery cycle at the evaporation section. This is crucial as the black liquor leaving the digester has low solid content usually 13-18%, and for the black liquor to be fired into the recovery boiler it must have at least 58% of solid content [5], otherwise a water/smelt explosion may occur. For that purpose the concentration of black liquor has to be increased, and this is done by evaporation process. The evaporation process is done in vessels called evaporators. Evaporators are heat exchangers. This heat exchangers are bodies in which the evaporation takes place. This evaporators are also called as effects. The principle operation of the evaporators is to increase the concentration of the black liquor in it. Superheated steam or hot air is fed to the evaporator effect, in which contains the black liquor. As the steam enters into the wall tubing, it exchanges it is heat energy with the liquor inside the evaporator. This rises the temperature of the black liquor to a point whereby it starts to boil [6]. Upon boiling, the water present in the liquor is converted to a gaseous form and leave the salt [2]. The steam that gives away it is energy to the liquor changes to liquid state, and is collected as condensate at one end. In
  • 2. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 273 pulp and paper mills, there are different types of evaporators used, for the purpose of increasing it is concentration, some of them are. Rising film, falling film, direct contact and forced circulation [4]. This work focuses on the design of a Proportional Integral Derivative (PID) Controller for single effect evaporator, for the purpose of increasing the solid concentration of black liquor leaving the digester, before it is fed to the recovery boiler for combustion. 2. CONTROLLER FOR SINGLE EFFECT EVAPORATOR 2.1 Control Requirements To achieve the target concentration in the end product, the rate at which the steam is fed to the heat exchanger has to be controlled. The rate at which the steam is to be supplied will be determined based on the solid content concentration of the black liquor, and to what percentage the concentration is required to be increased to. For operation and control of the single effect evaporator, a PID controller is used to control the degree of opening or closing of a motorized control valve. 2.2 Simple PID Controller For a simple PID controller in a single effect evaporator process, the controller can either be a Micro-process based [1] or PLC based. The desired set point of the concentration is inputted into the PID which will be in digital form. A concentration sensor is placed inside the outlet of the evaporator so as to measure the concentration of liquor leaving the evaporator. The sensor measures the concentration and feds the analog reading to and ADC, the digital data now is fed to the PID controller. The PID controller generates an error signal based on the difference between the measured concentration and set point [3], and feds it to a DAC. The digital signal is fed to the motorized control valve, which determines the degree of opening or closing of the valve based on the error signal fed to it. This in turns control the amount of steam to be fed to the process. Fig 1 is a block diagram that illustrates the control strategy employed here and fig 2 shows the simple PID controller for a single-effect evaporator. Fig -1 Block diagram of control strategy of single effect evaporator (Csp: Concentration set point, Cm: Measured concentration, Ca: Actual concentration). Fig -2: Block diagram of PID controller for a single effect evaporator 3. PID CONTROLLER WITH FEED FORWARD CONTROL FOR SINGLE-EFFECT EVAPORATOR 3.1 Necessity of Feed Forward Control In the previous control, the controller regulates the amount of steam flow into the evaporator based on the concentration measured at the output by the sensor. The rate at which the process respond is slow, as the rate of steam flow is only altered if changes has been measured at the output, this does not take care of disturbance that may occur on the process. In evaporators there are two major disturbance that can affect the process, this are, the rate at which the weak liquor is fed to the process, and the change in concentration of black liquor entering the process. If the rate at which the weak liquor is fed to the evaporator is increased, then the rate of which steam is fed to the process has to be increased, and vice versa. If the concentration of solid content in the weak liquor is decreased then more steam will be required to evaporate. If the concentration of the weak liquor is increased then less amount of steam will be required inside the process in order to concentrate it to its required concentration. To overcome the effect of this disturbance on the process a feed forward control is used. This feed forward controller sends a correcting signal before the disturbance affects the process [3]. 3.2 PID Controller with Feed Forward Control In this PID controller configuration a feed forward control is introduced. In the previous control configuration the control signal sent to the motorized control valve is from an error generated after measuring the output and comparing with the preferred set point. This will take a certain time delay before correcting if there is a disturbance on the process. To overcome this delay a feed forward controller is used. The feed forward controller is used to overcome and neutralize the effect of disturbance on the system, before it even effects the overall system. Fig 3 shows PID controller scheme.
  • 3. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 274 Fig-3 Block diagram PID controller with feed forward control 4. FURTHER IMPROVEMENT IN PID CONTROLLER 4.1 Boiling Point Rise (BPR) as Measure of Concentration Boiling point rise is the difference between the temperature of a boiling solution and the temperature of boiling water (pure) at the same pressure. A dhuring chart can be used to determine the BPR. The BPR is usually expressed in degree Fahrenheit (o F) but can also be in degree Celsius (o C) [8]. Dhuring chart states that, there exist a linear relationship between the temperature of boiling water and that of a solution at the same pressure [9]. Since the boiling temperature of the solution can be measured and the temperature of steam i.e. the temperature of boiling water. At the same time measuring the pressure inside the vessel. Values of these three parameters can be used to compute the concentration using Eqn 1 or 2. BPR= (a1+b1Pr)[x/(1-x)] for x<0.65 . . . . . . . . . . . (1) BPR= [(a2+b2Pr) + (a3+b3Pr)][x/1-x] for x>=0.65. (2) Where a1, a2, a3, b1, b2 and b3 are experimentally determined constants and Pr is the pressure in the evaporator. The concentration is first computed for the first equation that is x<0.56, if x is found to be grater then 0.65 then the second equation will be used. Therefore if the temperature of the boiling solution can be measured as well as the temperature of boiling water and pressure at which this takes place, then the concentration of that solution can be calculated. This can be seen in fig 4 Fig -4 Schematic for measuring concentration through BPR (T1: Temperature sensor that measure the temperature of steam, T2: Temperature sensor that measures the temperature of boiling solution, Pr: Pressure sensor that measure the pressure inside the evaporator). 4.1 PID Controller of a Single Effect Evaporator Using BPR In section 3.2 a concentration sensor has been used to measure the solid content concentration of the liquor. This concentration sensors are not that efficient in reading the exact concentration of the liquor, as there are not designed initially for a particular salt. A Refractometer is used for measuring concentration, measurement of concentration using a refractometer is not accurate for higher solid concentration, but rather works on prediction. Also the cost of purchasing such sensors is very costly, such as the specific gravity sensor. In order to overcome such problems of concentration measurement sensors. The sensors are replaced with something that will eliminate those disadvantages. To achieve that, the concept of BPR fully known as Boiling Point Rise is used. In evaporators, to measure the boiling temperature of the solution, a temperature sensor is placed just below the surface of the boiling solution, another temperature sensor is to be placed in the vapor region inside the evaporator so as to measure the boiling point of the steam. A pressure sensor is then placed in the head of the evaporator so as to measure accurately the pressure at which the boiling takes place. The measured parameters are sent to a multiplexer and then to an ADC so as to convert the analog signal to digital form, which will be suitable for the computer (controller) to interpret and manipulate. The ADC output if fed to the controller that calculates the concentration based on either equation 1 or 2. Then sends the reading of measured concentration to the feedback controller. The feedback controller will generate an error signal based on the difference between the set point and the measured concentration. This signal will be sent to DAC, which converts the digital signal back to an analog signal. The analog signal is fed to a motorized control valve, this valve controls the amount of steam to be fed to the evaporator. Fig 5 shows a PID controller block diagram using the concept of BPR. Fig-5 Control scheme of single effect evaporator using BPR
  • 4. IJRET: International Journal of Research in Engineering and Technology eISSN: 2319-1163 | pISSN: 2321-7308 _______________________________________________________________________________________ Volume: 05 Issue: 01 | Jan-2016, Available @ http://www.ijret.org 275 4.3 Improved PID Controller of Single Effect Evaporator using BPR with Feed Forward Using the concept of BPR to determine the concentration of liquor, as well as using a feed forward control to overcome any effect due to disturbance will be the fore more best control design for a single effect evaporator. This can be seen in fig 6. Fig-6 PID controller using BPR with feed forward control 5 CONCLUSION In this paper, single effect evaporation process was discussed with four different control configurations, in order to achieve the end target of attaining the value of concentration accurately. A simple PID controller was first designed with a feedback control, then taking into consideration of disturbances on the process, a feed forward control was then employed to overcome that effect. Later using a concept of BPR to determine the concentration was used, which is more accurate than using conventional concentration measuring sensors and less cost of their purchase. Combining all this together gives an improved PID controller for single effect evaporator. A single effect evaporator is not commonly used anymore these days since it is not economical, as the output vapor is not re-used in the process. For that purpose a multi-effect evaporation process has replaced it these days. Authors are working on the development of a PID controller for multi-effect evaporators. For that purpose a multi-effect evaporation process has replaced it these days. Authors are working on the development of a PID controller for multi-effect evaporators. REFERENCES [1]. Frank Joachim and Mayer ZU. Heringdort, “Flexible Microprocessor Based Evaporation Controller”, Article, Journal of Scientific Engineering and Technology, 2012 [2]. Mr Prashant Balpande, G.S. Zamre and A.P Gawande, “Thermal Integration in Multiple Effect Evaporators” Paper, International Journal for Engineering Application and technology, 2013 [3]. Dhara J.Shah and C.G. Bhagchandi, “Design, Modelling and Simulation of Multiple Effect Evaporators”, Paper, International Journal of scientific Engineering and Technology, 2012 [4]. Kaj Henricson, "Chemical Recovery Cycle", Pulping technology, 2005 [5]. BLRB Advisory Committee "Recommended Good Practice Safe Firing of Black Liquor in Black Liquor Recovery Boiler", 2012 [6]. Zhu, M., Xie, H., Zhang, B. and Guan, X, "The Characteristics of the Evaporator/Evaporator for Direct Expansion Solar Assisted Heat Pump System", Journal of Power and Energy Engineering, 2013 [7]. Guillermo H. Crapiste and J.E Lozano, “Effect of concentration and Pressure on Boiling Point Rise of Apple Juice and Related Sugar Solutions”, Article, Journal of Food Science, 2006 [8]. Marta Bialik , Peter Sedin , and Hans Theliander " Boiling Point Rise Calculations in Sodium Salt Solutions", Article, Industrial and Engineering Chemistry Research, 2008 [9]. Wikipedia, “Dühring's rule”, at https://en.wikipedia.org/wiki/D%C3%BChring%27s_rule, accessed on 20/10/2015 BIOGRAPHIES Aminu Tijjani graduated in Electrical Engineering in 2012 from Kano University of Science and Technology wudil, Kano state Nigeria in 2012, Then offering his Master of Technology in Sharda University in Electrical and Electronics with specialization in Instrumentation and Control. H. K. Verma graduated in Electrical Engineering in 1967 from the University of Jodhpur and obtained Master of Engineering and Ph.D. degrees in 1969 and 1977, respectively, from the erstwhile University of Roorkee (now Indian Institute of Technology Roorkee). Prof. Verma has published over 200 research papers, and guided 15 Ph.D. theses and 130 M.E./M.Tech. dissertations. He was honoured twice, first in 2004 and again in 2009, by the Indian Institute of Technology Roorkee as a Distinguished Teacher. Chhaya Sharma (chayafpt@iitr.ernet.in) received Ph.D. (Pulp and Paper Engineering) in 1994 from IIT Roorkee (erstwhile University of Roorkee). She started her career as Research Fellow (JRF, SRF and RA) 1988 then joined as faculty in July 2000 at IIT-Roorkee and continuing till date. She has published more than 45 research papers