The document discusses integral and derivative control modes. It explains that integral control eliminates offset errors by allowing the controller to adapt to changing conditions over time. The integral term accumulates the error over time by summing the error and multiplying by a gain. Derivative control responds to the rate of change of error and is useful for anticipating changes, but can cause instability if not carefully tuned.
A proportional–integral–derivative controller (PID controller) is a control loop feedback mechanism (controller) commonly used in industrial control systems. A PID controller continuously calculates an error value as the difference between a measured process variable and a desired setpoint.
A proportional–integral–derivative controller (PID controller) is a control loop feedback mechanism (controller) commonly used in industrial control systems. A PID controller continuously calculates an error value as the difference between a measured process variable and a desired setpoint.
A simple, widely used control method. This presentation will provide an introduction to PID controllers, including demonstrations, and practise tuning a controller for a simple system.
From the Un-Distinguished Lecture Series (http://ws.cs.ubc.ca/~udls/). The talk was given Mar. 30, 2007.
Implementation and control of integral cycle controller for resistance spot w...eSAT Journals
Abstract: The Resistance Spot Welding (RSW) process requires simultaneous application of high electrical current and appropriate pressure over short periods in order to keep the molten material inside the weld zone. Values of these parameters vary in function of the characteristics of the materials to be welded. The application of the electrical current is by means of two copper electrodes brought in contact with the welded parts while the required pressure is applied by means of pneumatic or hydraulic systems. This paper presents the simulation, design, and control of resistance welding system which is used for performing a welding process. The paper is discussed about two aspects. First, simulation of the concept of ICC used for the specific application of RSW. Secondly, the critical factor and method employed for the implementation of the controller. This paper also discuss about the implementation methodology of the RSW. The simulation for the RSW is carried out in PROTEUS software.
Index Word: Constant Current Feedback, Integral Cycle Control (ICC), Resistance Spot Welding, Sequential Timer.
Use of different types of Controllers in Chemical Industry.pptxKetanKulkarni49
Controllers -Controller is a device that takes a decision in order to maintain the steady state of the system on the basis of error signal.
Controllers are the need of the controls system
To supress the effect of external disturbance in order to maintain the steady state
To maintain the stability of the system.
To optimize the process in order to increase the profits.
Error signals are input to the controller.
Controller takes decision in the form of decision signal as ideal valve opening and hence corresponding air pressure is given in the form pneumatic signal.
Error = hsp -h = Setpoint variable (Controlled variable) – Measured variable.
Decision signal is in terms of pneumatic signal to the valve.
1.Liquid level control – Proportional action Controller (P action)
2.Gas pressure control - Proportional action Controller (P action)
3.Vapor pressure control –
For fast response PI controller , for slow response PID controller.
4. Flow Conrol-Proportional Integral Controller (PI action)
5. Temperature control – Proportional integral derivative controller (PID action)
6. Composition control – Proportional integral derivative controller (PID action)
In this Seminar report I mentioned all types of controllers that used in chemical industries for various purpose.
Controllers are need of control system to control different types of process and operation in the plant so it is difficult to choose controllers because it reduces effort and gives safety to the plant so in this seminar report i study important examples in which controllers are used.
I also mentioned introduction of control loop because its helps us to understand the behavior of controller in process.
International Journal of Engineering Research and Applications (IJERA) is an open access online peer reviewed international journal that publishes research and review articles in the fields of Computer Science, Neural Networks, Electrical Engineering, Software Engineering, Information Technology, Mechanical Engineering, Chemical Engineering, Plastic Engineering, Food Technology, Textile Engineering, Nano Technology & science, Power Electronics, Electronics & Communication Engineering, Computational mathematics, Image processing, Civil Engineering, Structural Engineering, Environmental Engineering, VLSI Testing & Low Power VLSI Design etc.
Automatic process controls in a Thermal Power StationManohar Tatwawadi
The writeup details about the Automatic Process Comtrols and the basics of the same for the power plant engineers. PID controllers are also described in the paper
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Saudi Arabia stands as a titan in the global energy landscape, renowned for its abundant oil and gas resources. It's the largest exporter of petroleum and holds some of the world's most significant reserves. Let's delve into the top 10 oil and gas projects shaping Saudi Arabia's energy future in 2024.
Explore the innovative world of trenchless pipe repair with our comprehensive guide, "The Benefits and Techniques of Trenchless Pipe Repair." This document delves into the modern methods of repairing underground pipes without the need for extensive excavation, highlighting the numerous advantages and the latest techniques used in the industry.
Learn about the cost savings, reduced environmental impact, and minimal disruption associated with trenchless technology. Discover detailed explanations of popular techniques such as pipe bursting, cured-in-place pipe (CIPP) lining, and directional drilling. Understand how these methods can be applied to various types of infrastructure, from residential plumbing to large-scale municipal systems.
Ideal for homeowners, contractors, engineers, and anyone interested in modern plumbing solutions, this guide provides valuable insights into why trenchless pipe repair is becoming the preferred choice for pipe rehabilitation. Stay informed about the latest advancements and best practices in the field.
Student information management system project report ii.pdfKamal Acharya
Our project explains about the student management. This project mainly explains the various actions related to student details. This project shows some ease in adding, editing and deleting the student details. It also provides a less time consuming process for viewing, adding, editing and deleting the marks of the students.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Water scarcity is the lack of fresh water resources to meet the standard water demand. There are two type of water scarcity. One is physical. The other is economic water scarcity.
1. ICE401: PROCESS INSTRUMENTATION
AND CONTROL
Class 17
Integral and Derivative Control Mode
Dr. S. Meenatchisundaram
Email: meenasundar@gmail.com
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
2. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• The offset error of the proportional mode occurs because
the controller cannot adapt to changing external
conditions—that is, changing loads. In other words, the
zero-error output is a fixed value.
• The integral mode eliminates this problem by allowing the
controller to adapt to changing external conditions by
changing the zero-error output.
• The need for integral action shows up when it is noted that
even with proportional action correction, the error does
not go to zero in time.
3. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• Integral action is provided by summing the error over
time, multiplying that sum by a gain, and adding the result
to the present controller output.
• You can see that if the error makes random excursions
above and below zero, the net sum will be zero, so the
integral action will not contribute.
• But if the error becomes positive or negative for an
extended period of time, the integral action will begin to
accumulate and make changes to the controller output.
• This mode is represented by an integral equation
0
( ) (0)
t
I pp t K e dt p= +∫
4. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• where p(0) is the controller output when the integral
action starts.
• The gain expresses how much controller output in percent
is needed for every percent-time accumulation of error.
• Another way of thinking of integral action is found by
taking the derivative of the above equation.
• In that case, we find a relation for the rate at which the
controller output changes,
I p
dp
K e
dt
=
5. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• This equation shows that when an error occurs, the
controller begins to increase (or decrease) its output at a
rate that depends upon the size of the error and the gain.
• If the error is zero, the controller output is not changed.
• If there is positive error, the controller output begins to
ramp up at a rate determined by the above equation.
• Figure 17.1 illustrates this for two different values of gain.
6. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
Fig 17.1 Integral mode controller action - The rate of output change depends on error
7. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
Fig 17.2 Integral mode controller action – an illustration of integral mode output and error
8. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
Summary:
1. If the error is zero, the output stays fixed at a value equal
to what it was when the error went to zero.
2. If the error is not zero, the output will begin to increase
or decrease at a rate of KI percent/second for every 1% of
error.
Area Accumulation: The integral equation can be
interpreted as providing a controller output equal to the net
area under the error-time curve multiplied by . We often say
that the integral term accumulates error as a function of time.
Thus, for every 1%−s of accumulated error-time area, the
output will be KI percent.
9. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
Try this one:
An integral controller is used for speed control with a
setpoint of 12 rpm within a range of 10 to 15 rpm. The
controller output is 22% initially. The constant KI = − 0.15%
controller output per second per percentage error. If the speed
jumps to 13.5 rpm, calculate the controller output after 2s for
a constant ep.
Solution:
max min
12 13.5
30%
15 10
p
r b
e
b b
− −
= = = −
− −
10. The rate of controller output change is then given by
The controller output for constant error will be found as
Since ep is constant,
After 2s,
Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
( )( )1 %
0.15 30% 4.5I p
dp
K e s
dt s
−
= = − − =
0
(0)
t
I pp K e dt p= +∫
(0)I pp K e t p= +
4.5 2 22 31%p = × + =
11. Integral-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• The integral gain, KI, is often represented by the inverse, which
is called the integral time, or the reset action, TI = 1/ KI.
• This is often expressed in minutes instead of seconds because
this unit is more typical of many industrial process speeds.
• The integral controller constant KI may be expressed in
percentage change per minute per percentage error, whenever
a typical process-control loop has characteristic response time
in minutes rather than seconds. Thus, an integral mode
controller with reset action at 5.7 minutes means that
( )( )
3 11
2.92 10
5.7min 60 / min
IK s
s
− −
= = ×
12. Derivative-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• Derivation controller action responds to the rate at which the
error is changing—that is, the derivative of the error.
• Appropriately, the equation for this mode is given by the
expression
• where the gain, KD, tells us by how much percent to change the
controller output for every percent-per-second rate of change of
error.
• Derivative action is not used alone because it provides no
output when the error is constant.
• Derivative controller action is also called rate action and
anticipatory control.
( ) p
D
de
p t K
dt
=
13. Derivative-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
• For example, it is assumed that the controller output with no
error or rate of change of error is 50%.
• When the error changes very rapidly with a positive slope, the
output jumps to a large value, and when the error is not
changing, the output returns to 50%.
• Finally, when the error is decreasing—that is, has a negative
slope—the output discontinuously changes to a lower value.
• The derivative mode must be used with great care and usually
with a small gain, because a rapid rate of change of error can
cause very large, sudden changes of controller output.
• Such an event can lead to instability.
15. Derivative-Control Mode:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
To summarize the characteristics of the derivative mode:
• If the error is zero, the mode provides no output.
• If the error is constant in time, the mode provides no output.
• If the error is changing in time, the mode contributes an output
of percent for every 1%-per-second rate of change of error.
• For direct action, a positive rate of change of error produces a
positive derivative mode output.
16. Assignment Questions:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
2.1 A controller outputs a 4 to 20 mA signal to control motor
speed from 140 to 600 rpm with a linear dependence.
Calculate (a) current corresponding to 310 rpm, and (b) the
value of (a) expressed as the percent of control output.
2.2 A 5m diameter cylindrical tank is emptied by a constant
outflow of 1.0 m3 /min. A two position controller is used to
open and close a fill valve with an open flow of 2.0 m3 /min.
For level control, the neutral zone is 1 m and the
setpoint is 12 m. (a) Calculate the cycling period (b) Plot
the level vs time.
17. Assignment Questions:
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015
2.3 A proportional controller has a gain of Kp = 2.0 and P0 =
50%. Plot the controller output for the error given in the Fig.
18. References:
• Process Control Instrumentation Technology, by Curtis D.
Johnson, Eighth Edition, Pearson Education Limited.
Process Instrumentation and Control (ICE 401)
Dr. S.Meenatchisundaram, MIT, Manipal, Aug – Nov 2015