CONTROL VALVE ACCESSORIES

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Nikita sawant

·

Follow

4 min read

·

Nov 26,

--

What are control valves?

A control valve is the most commonly used to regulate fluid flow in the process. Control valves are the element controlling the pressure and the flow inside a system or within a process. These mechanical devices are there to control liquids, gasses, vapours, slurry, and so on. Some of the control valves are manual but automatic control valves are also available when the condition and environmental condition is suitable for such units.

To understand the different applications of compressed air and how valves are used, one must first have knowledge of the kinds and types of valves used by industries.

What are different control valve parts?

Depending on the control valve characteristics and its design, some parts differ within the control valve, but the rest is pretty much the same. Control valve positioner, trim, body, etc. are all there within control valves as their basic components. Examples of different control valve types are Gate, Globe, Check, Plug, diaphragm, Ball, Butterfly, pressure relief, etc. Each type has multiple models and each model has different parts with different features and functionalities.

The main goals of different control valve parts:

1. Controlling the flow direction

2. Relieving the system from specific pressures

3. Increasing or decrease the flow

4. Turning the flow on or off

5. Regulating the flow or process pressure

Control Valve Accessories

The following list shows the most commonly used accessories with the control valve, as per the requirements.

1. Pneumatic Positioners

2. I/P Transducers

3. Volume Boosters

4. Position Transmitters

5. Limit Switches

6. Solenoid Valves

7. Air Lock relay

8. Handwheel

I/P Transducer-

A current to pressure uses a converter module that converts a 4 to 20 mA current input to a proportional 3 to 15 psi pressure output.

In some applications, where a high level of positioning accuracy by a positioner is not required. In these applications, an electro-pneumatic (I/P) transducer only can be used.

Position Transmitter-

The purpose of a position transmitter is to provide independent, separate valve position feedback to the control system. Position feedback of the control valve often becomes necessary as it is used for process monitoring, troubleshooting, or startup/shutdown verification from the control room by an operator. The position transmitter is mounted directly to the valve yoke and measures the position of the valve stem or shaft.

Limit Switches

The purpose of a Limit Switch is to provide a discrete open or discrete close input signal to the control system when the valve reaches a specific position within its range of travel.

Limit switches, which are mounted on the control valve and on the yoke are also used for process monitoring, troubleshooting, or startup/shutdown verification from the control room by an operator.

These switches will only provide specific valve position feedback. These can be mounted on the control valve to get additional feedback signals to the DCS or PLC systems as per our requirement.

Valve Positioner:

Valve positioners are devices used to put a valve in the correct position by increasing or decreasing the air load pressure on the actuator. Instead of the process controller sending a signal directly to the actuator to move the valve, a valve positioner senses the exact position of the valve and communicates to the actuator to move the valve.

Valve positioners are usually mounted on the yolk or top casing of a pneumatic actuator (for linear control valves), or near the end of the shaft (for rotary control valves). For either set-up, the positioner is connected mechanically to the valve stem or valve shaft. This allows for the valve&#;s position to be compared with the position requested by the controller.

Advantages of Valve Positioner :

1. Minimizing the effect of friction, hysteresis, and dead band on the valve stem.
2. Enables signal range change.
3. Allows control valve signal reversal: A positioner can operate in either direct or reverse acting mode. In direct acting mode, an increase in control signal pressure causes an increase in positioner output air pressure. In reverse acting mode, an increase in control valve signal pressure causes a decrease in positioner output air pressure.
4. A positioner Increases the speed of response of the actuator.

5. Allows valve flow characteristics to be changed.

6. Allows split range operation. In a split range control loop, one controller output is used to drive two control valves.

Blog by,

N ikita Sawant, ICE-B, Roll No.33,

PRN- , Group 4, Batch 2.

Flow control device

A control valve is a valve used to control fluid flow by varying the size of the flow passage as directed by a signal from a controller.[1] This enables the direct control of flow rate and the consequential control of process quantities such as pressure, temperature, and liquid level.

In automatic control terminology, a control valve is termed a "final control element".

Operation

[

edit

]

Air-actuated control valves each with a 4&#;20 mA "I to P" converter integral to a valve positioner. In this example each positioner is comparing the valve stem travel against control signal, and applying any correction.

The opening or closing of automatic control valves is usually done by electrical, hydraulic or pneumatic actuators. Normally with a modulating valve, which can be set to any position between fully open and fully closed, valve positioners are used to ensure the valve attains the desired degree of opening.[2]

Air-actuated valves are commonly used because of their simplicity, as they only require a compressed air supply, whereas electrically operated valves require additional cabling and switch gear, and hydraulically actuated valves required high pressure supply and return lines for the hydraulic fluid.

The pneumatic control signals are traditionally based on a pressure range of 3&#;15 psi (0.2&#;1.0 bar), or more commonly now, an electrical signal of 4-20mA for industry, or 0&#;10 V for HVAC systems. Electrical control now often includes a "Smart" communication signal superimposed on the 4&#;20 mA control current, such that the health and verification of the valve position can be signalled back to the controller. The HART, Fieldbus Foundation, and Profibus are the most common protocols.

An automatic control valve consists of three main parts in which each part exist in several types and designs:

• Valve actuator &#; which moves the valve's modulating element, such as ball or butterfly.
• Valve positioner &#; which ensures the valve has reached the desired degree of opening. This overcomes the problems of friction and wear.
• Valve body &#; in which the modulating element, a plug, globe, ball or butterfly, is contained.

Control action

[

edit

]

Showing the evolution of analogue control loop signalling from the pneumatic era to the electronic era.Example of current loops used for sensing and control transmission. Specific example of a smart valve positioner used. Globe control valve with pneumatic diaphragm actuator and "smart" positioner which will also feed back to the controller the actual valve position

Taking the example of an air-operated valve, there are two control actions possible:

• "Air or current to open" &#; The flow restriction decreases with increased control signal value.
• "Air or current to close" &#; The flow restriction increases with increased control signal value.

There can also be failure to safety modes:

• "Air or control signal failure to close" &#; On failure of compressed air to the actuator, the valve closes under spring pressure or by backup power.
• "Air or control signal failure to open" &#; On failure of compressed air to actuator, the valve opens under spring pressure or by backup power.

The modes of failure operation are requirements of the failure to safety process control specification of the plant. In the case of cooling water it may be to fail open, and the case of delivering a chemical it may be to fail closed.

Valve positioners

[

control valve accessories

CONTROL VALVE ACCESSORIES

Nikita sawant

·

Follow

4 min read

·

Nov 26,

--

What are control valves?

A control valve is the most commonly used to regulate fluid flow in the process. Control valves are the element controlling the pressure and the flow inside a system or within a process. These mechanical devices are there to control liquids, gasses, vapours, slurry, and so on. Some of the control valves are manual but automatic control valves are also available when the condition and environmental condition is suitable for such units.

To understand the different applications of compressed air and how valves are used, one must first have knowledge of the kinds and types of valves used by industries.

What are different control valve parts?

Depending on the control valve characteristics and its design, some parts differ within the control valve, but the rest is pretty much the same. Control valve positioner, trim, body, etc. are all there within control valves as their basic components. Examples of different control valve types are Gate, Globe, Check, Plug, diaphragm, Ball, Butterfly, pressure relief, etc. Each type has multiple models and each model has different parts with different features and functionalities.

The main goals of different control valve parts:

1. Controlling the flow direction

2. Relieving the system from specific pressures

3. Increasing or decrease the flow

4. Turning the flow on or off

5. Regulating the flow or process pressure

Control Valve Accessories

The following list shows the most commonly used accessories with the control valve, as per the requirements.

1. Pneumatic Positioners

2. I/P Transducers

3. Volume Boosters

4. Position Transmitters

5. Limit Switches

6. Solenoid Valves

7. Air Lock relay

8. Handwheel

I/P Transducer-

A current to pressure uses a converter module that converts a 4 to 20 mA current input to a proportional 3 to 15 psi pressure output.

In some applications, where a high level of positioning accuracy by a positioner is not required. In these applications, an electro-pneumatic (I/P) transducer only can be used.

Position Transmitter-

The purpose of a position transmitter is to provide independent, separate valve position feedback to the control system. Position feedback of the control valve often becomes necessary as it is used for process monitoring, troubleshooting, or startup/shutdown verification from the control room by an operator. The position transmitter is mounted directly to the valve yoke and measures the position of the valve stem or shaft.

Limit Switches

The purpose of a Limit Switch is to provide a discrete open or discrete close input signal to the control system when the valve reaches a specific position within its range of travel.

Limit switches, which are mounted on the control valve and on the yoke are also used for process monitoring, troubleshooting, or startup/shutdown verification from the control room by an operator.

These switches will only provide specific valve position feedback. These can be mounted on the control valve to get additional feedback signals to the DCS or PLC systems as per our requirement.

Valve Positioner:

Valve positioners are devices used to put a valve in the correct position by increasing or decreasing the air load pressure on the actuator. Instead of the process controller sending a signal directly to the actuator to move the valve, a valve positioner senses the exact position of the valve and communicates to the actuator to move the valve.

Valve positioners are usually mounted on the yolk or top casing of a pneumatic actuator (for linear control valves), or near the end of the shaft (for rotary control valves). For either set-up, the positioner is connected mechanically to the valve stem or valve shaft. This allows for the valve&#;s position to be compared with the position requested by the controller.

Advantages of Valve Positioner :

1. Minimizing the effect of friction, hysteresis, and dead band on the valve stem.
2. Enables signal range change.
3. Allows control valve signal reversal: A positioner can operate in either direct or reverse acting mode. In direct acting mode, an increase in control signal pressure causes an increase in positioner output air pressure. In reverse acting mode, an increase in control valve signal pressure causes a decrease in positioner output air pressure.
4. A positioner Increases the speed of response of the actuator.

5. Allows valve flow characteristics to be changed.

6. Allows split range operation. In a split range control loop, one controller output is used to drive two control valves.

Blog by,

N ikita Sawant, ICE-B, Roll No.33,

PRN- , Group 4, Batch 2.

Control valve

Flow control device

A control valve is a valve used to control fluid flow by varying the size of the flow passage as directed by a signal from a controller.[1] This enables the direct control of flow rate and the consequential control of process quantities such as pressure, temperature, and liquid level.

In automatic control terminology, a control valve is termed a "final control element".

Operation

[

edit

]

Air-actuated control valves each with a 4&#;20 mA "I to P" converter integral to a valve positioner. In this example each positioner is comparing the valve stem travel against control signal, and applying any correction.

The opening or closing of automatic control valves is usually done by electrical, hydraulic or pneumatic actuators. Normally with a modulating valve, which can be set to any position between fully open and fully closed, valve positioners are used to ensure the valve attains the desired degree of opening.[2]

Air-actuated valves are commonly used because of their simplicity, as they only require a compressed air supply, whereas electrically operated valves require additional cabling and switch gear, and hydraulically actuated valves required high pressure supply and return lines for the hydraulic fluid.

The pneumatic control signals are traditionally based on a pressure range of 3&#;15 psi (0.2&#;1.0 bar), or more commonly now, an electrical signal of 4-20mA for industry, or 0&#;10 V for HVAC systems. Electrical control now often includes a "Smart" communication signal superimposed on the 4&#;20 mA control current, such that the health and verification of the valve position can be signalled back to the controller. The HART, Fieldbus Foundation, and Profibus are the most common protocols.

An automatic control valve consists of three main parts in which each part exist in several types and designs:

• Valve actuator &#; which moves the valve's modulating element, such as ball or butterfly.
• Valve positioner &#; which ensures the valve has reached the desired degree of opening. This overcomes the problems of friction and wear.
• Valve body &#; in which the modulating element, a plug, globe, ball or butterfly, is contained.

Control action

[

edit

]

Showing the evolution of analogue control loop signalling from the pneumatic era to the electronic era.Example of current loops used for sensing and control transmission. Specific example of a smart valve positioner used. Globe control valve with pneumatic diaphragm actuator and "smart" positioner which will also feed back to the controller the actual valve position

Taking the example of an air-operated valve, there are two control actions possible:

• "Air or current to open" &#; The flow restriction decreases with increased control signal value.
• "Air or current to close" &#; The flow restriction increases with increased control signal value.

There can also be failure to safety modes:

• "Air or control signal failure to close" &#; On failure of compressed air to the actuator, the valve closes under spring pressure or by backup power.
• "Air or control signal failure to open" &#; On failure of compressed air to actuator, the valve opens under spring pressure or by backup power.

The modes of failure operation are requirements of the failure to safety process control specification of the plant. In the case of cooling water it may be to fail open, and the case of delivering a chemical it may be to fail closed.

Valve positioners

[

edit

]

The fundamental function of a positioner is to deliver pressurized air to the valve actuator, such that the position of the valve stem or shaft corresponds to the set point from the control system. Positioners are typically used when a valve requires throttling action. A positioner requires position feedback from the valve stem or shaft and delivers pneumatic pressure to the actuator to open and close the valve. The positioner must be mounted on or near the control valve assembly. There are three main categories of positioners, depending on the type of control signal, the diagnostic capability, and the communication protocol: pneumatic, analog, and digital.[3]

Pneumatic positioners

[

edit

]

Processing units may use pneumatic pressure signaling as the control set point to the control valves. Pressure is typically modulated between 20.7 and 103 kPa (3 to 15 psig) to move the valve from 0 to 100% position. In a common pneumatic positioner, the position of the valve stem or shaft is compared with the position of a bellows that receives the pneumatic control signal. When the input signal increases, the bellows expands and moves a beam. The beam pivots about an input axis, which moves a flapper closer to the nozzle. The nozzle pressure increases, which increases the output pressure to the actuator through a pneumatic amplifier relay. The increased output pressure to the actuator causes the valve stem to move.

Stem movement is fed back to the beam by means of a cam. As the cam rotates, the beam pivots about the feedback axis to move the flapper slightly away from the nozzle. The nozzle pressure decreases and reduces the output pressure to the actuator. Stem movement continues, backing the flapper away from the nozzle until equilibrium is reached. When the input signal decreases, the bellows contracts (aided by an internal range spring) and the beam pivots about the input axis to move the flapper away from the nozzle. Nozzle decreases and the relay permits the release of diaphragm casing pressure to the atmosphere, which allows the actuator stem to move upward.

Through the cam, stem movement is fed back to the beam to reposition the flapper closer to the nozzle. When equilibrium conditions are obtained, stem movement stops and the flapper is positioned to prevent any further decrease in actuator pressure.[3]

Analog positioners

[

edit

]

The second type of positioner is an analog I/P positioner. Most modern processing units use a 4 to 20 mA DC signal to modulate the control valves. This introduces electronics into the positioner design and requires that the positioner convert the electronic current signal into a pneumatic pressure signal (current-to-pneumatic or I/P). In a typical analog I/P positioner, the converter receives a DC input signal and provides a proportional pneumatic output signal through a nozzle/flapper arrangement. The pneumatic output signal provides the input signal to the pneumatic positioner. Otherwise, the design is the same as the pneumatic positioner[3]

Digital positioners

[

edit

]

While pneumatic positioners and analog I/P positioners provide basic valve position control, digital valve controllers add another dimension to positioner capabilities. This type of positioner is a microprocessor-based instrument. The microprocessor enables diagnostics and two-way communication to simplify setup and troubleshooting.

In a typical digital valve controller, the control signal is read by the microprocessor, processed by a digital algorithm, and converted into a drive current signal to the I/P converter. The microprocessor performs the position control algorithm rather than a mechanical beam, cam, and flapper assembly. As the control signal increases, the drive signal to the I/P converter increases, increasing the output pressure from the I/P converter. This pressure is routed to a pneumatic amplifier relay and provides two output pressures to the actuator. With increasing control signal, one output pressure always increases and the other output pressure decreases

Double-acting actuators use both outputs, whereas single-acting actuators use only one output. The changing output pressure causes the actuator stem or shaft to move. Valve position is fed back to the microprocessor. The stem continues to move until the correct position is attained. At this point, the microprocessor stabilizes the drive signal to the I/P converter until equilibrium is obtained.

In addition to the function of controlling the position of the valve, a digital valve controller has two additional capabilities: diagnostics and two-way digital communication.[3]

Widely used communication protocols include HART, FOUNDATION fieldbus, and PROFIBUS.

Advantages of placing a smart positioner on a control valve:

• Automatic calibration and configuration of positioner.
• Real time diagnostics.
• Reduced cost of loop commissioning, including installation and calibration.
• Use of diagnostics to maintain loop performance levels.
• Improved process control accuracy that reduces process variability.

Types of control valve

[

edit

]

Control valves are classified by attributes and features.

Based on the pressure drop profile

[

edit

]

• High recovery valve: These valves typically regain most of static pressure drop from the inlet to vena contracta at the outlet. They are characterised by a lower recovery coefficient. Examples: butterfly valve, ball valve, plug valve, gate valve
• Low recovery valve: These valves typically regain little of the static pressure drop from the inlet to vena contracta at the outlet. They are characterised by a higher recovery coefficient. Examples: globe valve, angle valve

Based on the movement profile of the controlling element

[

edit

]

• Sliding stem: The valve stem / plug moves in a linear, or straight line motion. Examples: Globe valve,[4] angle valve, wedge type gate valve
• Rotary valve: The valve disc rotates. Examples: Butterfly valve, ball valve

Based on the functionality

[

edit

]

• Control valve: Controls flow parameters proportional to an input signal received from the central control system. Examples: Globe valve, angle valve, ball valve
• Shut-off / On-off valve: These valves are either completely open or closed. Examples: Gate valve, ball valve, globe valve, angle valve, pinch valve, diaphragm valve
• Check valve: Allows flow only in a single direction
• Steam conditioning valve: Regulates the pressure and temperature of inlet media to required parameters at outlet. Examples: Turbine bypass valve, process steam letdown station
• Spring-loaded safety valve: Closed by the force of a spring, which retracts to open when the inlet pressure is equal to the spring force

Based on the actuating medium

[

edit

]

• Manual valve: Actuated by hand wheel
• Pneumatic valve: Actuated using a compressible medium like air, hydrocarbon, or nitrogen, with a spring diaphragm, piston cylinder or piston-spring type actuator
• Hydraulic valve: Actuated by a non-compressible medium such as water or oil
• Electric valve: Actuated by an electric motor

A wide variety of valve types and control operation exist. However, there are two main forms of action, the sliding stem and the rotary.

The most common and versatile types of control valves are sliding-stem globe, V-notch ball, butterfly and angle types. Their popularity derives from rugged construction and the many options available that make them suitable for a variety of process applications.[5] Control valve bodies may be categorized as below:[3]

List of common types of control valve

[

edit

]

See also

[

edit

]

References

[

edit

]

• [1] Control Valve Handbook
• [2] Fluid Control Research Institute
• [3] Valve World Magazine
• [4] New era of valve design and engineering
• [5] Machine learning based Valve Design Application

edit

]

The fundamental function of a positioner is to deliver pressurized air to the valve actuator, such that the position of the valve stem or shaft corresponds to the set point from the control system. Positioners are typically used when a valve requires throttling action. A positioner requires position feedback from the valve stem or shaft and delivers pneumatic pressure to the actuator to open and close the valve. The positioner must be mounted on or near the control valve assembly. There are three main categories of positioners, depending on the type of control signal, the diagnostic capability, and the communication protocol: pneumatic, analog, and digital.[3]

Pneumatic positioners

[

edit

]

Processing units may use pneumatic pressure signaling as the control set point to the control valves. Pressure is typically modulated between 20.7 and 103 kPa (3 to 15 psig) to move the valve from 0 to 100% position. In a common pneumatic positioner, the position of the valve stem or shaft is compared with the position of a bellows that receives the pneumatic control signal. When the input signal increases, the bellows expands and moves a beam. The beam pivots about an input axis, which moves a flapper closer to the nozzle. The nozzle pressure increases, which increases the output pressure to the actuator through a pneumatic amplifier relay. The increased output pressure to the actuator causes the valve stem to move.

Stem movement is fed back to the beam by means of a cam. As the cam rotates, the beam pivots about the feedback axis to move the flapper slightly away from the nozzle. The nozzle pressure decreases and reduces the output pressure to the actuator. Stem movement continues, backing the flapper away from the nozzle until equilibrium is reached. When the input signal decreases, the bellows contracts (aided by an internal range spring) and the beam pivots about the input axis to move the flapper away from the nozzle. Nozzle decreases and the relay permits the release of diaphragm casing pressure to the atmosphere, which allows the actuator stem to move upward.

Through the cam, stem movement is fed back to the beam to reposition the flapper closer to the nozzle. When equilibrium conditions are obtained, stem movement stops and the flapper is positioned to prevent any further decrease in actuator pressure.[3]

Analog positioners

[

edit

]

The second type of positioner is an analog I/P positioner. Most modern processing units use a 4 to 20 mA DC signal to modulate the control valves. This introduces electronics into the positioner design and requires that the positioner convert the electronic current signal into a pneumatic pressure signal (current-to-pneumatic or I/P). In a typical analog I/P positioner, the converter receives a DC input signal and provides a proportional pneumatic output signal through a nozzle/flapper arrangement. The pneumatic output signal provides the input signal to the pneumatic positioner. Otherwise, the design is the same as the pneumatic positioner[3]

Digital positioners

[

edit

]

While pneumatic positioners and analog I/P positioners provide basic valve position control, digital valve controllers add another dimension to positioner capabilities. This type of positioner is a microprocessor-based instrument. The microprocessor enables diagnostics and two-way communication to simplify setup and troubleshooting.

In a typical digital valve controller, the control signal is read by the microprocessor, processed by a digital algorithm, and converted into a drive current signal to the I/P converter. The microprocessor performs the position control algorithm rather than a mechanical beam, cam, and flapper assembly. As the control signal increases, the drive signal to the I/P converter increases, increasing the output pressure from the I/P converter. This pressure is routed to a pneumatic amplifier relay and provides two output pressures to the actuator. With increasing control signal, one output pressure always increases and the other output pressure decreases

Double-acting actuators use both outputs, whereas single-acting actuators use only one output. The changing output pressure causes the actuator stem or shaft to move. Valve position is fed back to the microprocessor. The stem continues to move until the correct position is attained. At this point, the microprocessor stabilizes the drive signal to the I/P converter until equilibrium is obtained.

In addition to the function of controlling the position of the valve, a digital valve controller has two additional capabilities: diagnostics and two-way digital communication.[3]

Widely used communication protocols include HART, FOUNDATION fieldbus, and PROFIBUS.

Advantages of placing a smart positioner on a control valve:

• Automatic calibration and configuration of positioner.
• Real time diagnostics.
• Reduced cost of loop commissioning, including installation and calibration.
• Use of diagnostics to maintain loop performance levels.
• Improved process control accuracy that reduces process variability.

Types of control valve

[

edit

]

Control valves are classified by attributes and features.

Based on the pressure drop profile

[

edit

]

• High recovery valve: These valves typically regain most of static pressure drop from the inlet to vena contracta at the outlet. They are characterised by a lower recovery coefficient. Examples: butterfly valve, ball valve, plug valve, gate valve
• Low recovery valve: These valves typically regain little of the static pressure drop from the inlet to vena contracta at the outlet. They are characterised by a higher recovery coefficient. Examples: globe valve, angle valve

Based on the movement profile of the controlling element

[

edit

]

• Sliding stem: The valve stem / plug moves in a linear, or straight line motion. Examples: Globe valve,[4] angle valve, wedge type gate valve
• Rotary valve: The valve disc rotates. Examples: Butterfly valve, ball valve

Based on the functionality

[

edit

]

• Control valve: Controls flow parameters proportional to an input signal received from the central control system. Examples: Globe valve, angle valve, ball valve
• Shut-off / On-off valve: These valves are either completely open or closed. Examples: Gate valve, ball valve, globe valve, angle valve, pinch valve, diaphragm valve
• Check valve: Allows flow only in a single direction
• Steam conditioning valve: Regulates the pressure and temperature of inlet media to required parameters at outlet. Examples: Turbine bypass valve, process steam letdown station
• Spring-loaded safety valve: Closed by the force of a spring, which retracts to open when the inlet pressure is equal to the spring force

Based on the actuating medium

[

edit

]

• Manual valve: Actuated by hand wheel
• Pneumatic valve: Actuated using a compressible medium like air, hydrocarbon, or nitrogen, with a spring diaphragm, piston cylinder or piston-spring type actuator
• Hydraulic valve: Actuated by a non-compressible medium such as water or oil
• Electric valve: Actuated by an electric motor

A wide variety of valve types and control operation exist. However, there are two main forms of action, the sliding stem and the rotary.

The most common and versatile types of control valves are sliding-stem globe, V-notch ball, butterfly and angle types. Their popularity derives from rugged construction and the many options available that make them suitable for a variety of process applications.[5] Control valve bodies may be categorized as below:[3]

List of common types of control valve

[

edit

]

See also

[

edit

]

References

[

edit

]

• [1] Control Valve Handbook
• [2] Fluid Control Research Institute
• [3] Valve World Magazine
• [4] New era of valve design and engineering
• [5] Machine learning based Valve Design Application

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