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Advanced Process Control
Sanjeev Sharma
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Contents
Process controlAdvanced Process Control (APC) Defined
Applications, Advantages & Limitations
Basic Process Control
Feedback ControlFeedforward Control
Advanced Process Control
Instrumentation in APC
Upkeep methodsSummary
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Process Control
Process : Process is any method of converting a raw material
into end products
Process Control : Methods that are used to control processvariables when manufacturing a product
Why Process Control??
Reduce Variability
Increase EfficiencyEnsure Safety
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Simple LoopsOpen Loops
Closed Loop
Cascaded Loop
Crude Crude
HIC-1105
MV xxxx
Naphtha Naphtha
FI-1101 m3/hr
Naphtha Naphtha
FI-1101 m3/hr
FIC-1101
SV xxxx m3/hr
PV xxxx m3/hr
AL
80 %FIC-1101
SV xxxx m3/hr
PV xxxx m3/hr
AL LIC-1101
SV xxxx %
PV xxxx %
AL
Naphtha Naphtha
FI-1101 m3/hr
80 %
80 %
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Control Strategies: Real Life example
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Regulatory ControlPID control : PID control is most popular as
It gives good performance for single loops
It is applicable for wide range of processes by changing
its tuning parameters
Condensate
PIDError
Sensor
Cold Fluid
Hot Fluid
MV
SP+-
Steam
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Regulatory Control
Feed forward Control
Feed forward control is a control system that anticipates loaddisturbances and controls them before they can impact the
process variable. For feed forward control to work, the user must have
a mathematical understanding of how the manipulated variables will
impact the process variable.
Fig. shows a simple feed forward loop in
which a flow transmitter opens or closes a
hot steam valve based on how much cold
fluid passes through the flow sensor
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Combinations of feedback and feedforward control are
usedBenefits of feedback control: controlling unknown disturbancesand not having to know exactly how a system will respond
Benefits of feedforward control: responding to disturbances
before they can affect the system
Combined Feedforward/Feedback
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Most complex processes have many variables that have
to be regulatedTo control multiple variables, multiple control loops mustbe used
Example is a reactor with at least three control loops:temperature, pressure and level (flow rate)
Multiple control loops often interact causing processinstability
Multivariable controllers account for loop interaction
Models can be developed to provide feedforward controlstrategies applied to all control loops simultaneously
Multivariable Control
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State-of-the-art in Modern Control Engineering Appropriate for Process Systems and
Applications
APC: systematic approach to choosing relevanttechniques and their integration into a
management and control system to enhance
operation and profitability
Advanced Process Control
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Advanced Process Control
Key process
variables
Management
Objectives
APC is a step beyond Process Control
Built on foundation of basic process control loops
Process Models predict output from key process variables
online and real-time
Optimize Process Outputs relative to quality and profitabilitygoals
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APC instrumentation defines, creates and maintains an
APC system. It also allows controlled access to various
tools & data in the database. It is a combination of many
components:
Instrumentation in APC
APC
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14.13
APC SYSTEM ARCHITECTURE
250msec-1sec.
1sec. screenrefresh rate
between 2-5sec.
< 1 min.
> 1 min.
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APC cannot be implemented as a standalone system
without the base networks where speed plays animportant role.
Field Instrument Network based on IEEE 802.4 (ISO
8802/4). It operates at a 5 megabit/second rate using
efficient message structures to support the high-speed
communications requirements of a process network.Process Control Network such as Device Level ring
network operates at 100Mbps.
Process Information Network such as Historian System
such as dedicated Ethernet network operates at100Mbps.
Enterprise Network e.g. Local Area Network (LAN).
Speed is 1000Mbps.
APC System Architecture
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A Solid Field Instrumentation is Essential to the
Success of Any APC project.
The core of a solid foundation is good measurements
and final elements.
Deficiencies in the measurement and final element canincrease the time required for process testing and
identification by a factor of 5 or more and can
significantly reduce the improvement in process capacity
and efficiency provided by APC.
Field Instrumentation
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The largest opportunity for final elements if to eliminatestickslip (spontaneous jerking) and deadband.
The largest opportunity for measurements is the
selection and installation of sensors.
Check the life-cycle cost, including the cost of variabilitybefore choosing a less expensive control valve or
measurement.
Use smart transmitters. The improved accuracy and
diagnostics are worth the extra cost. Use Fieldbus for
major upgrades and new installations.
Field Instrumentation Rules Of Thumb
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APC Hardware
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Gateway
Gateway station acts as a gateway between DCS andAPC with the latest OPC Technology. As Gatway
station is a node on the control bus itself and hence
no additional communication programming is
required. This also reduces the loading on the control
bus.
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Features of Gateway
Data Thru-put: 2000 data per second.Interconnecting to other third party soft wares like
Scheduling, planning, Data Reconciliation, SAP
extremely easy.
Communication is an Event based, which reduces thebusload as well as the Client application will not be
always busy polling data request.
The protocol is standard OPC specifications.
Message transfer from DCS is also as per the standard OPC
specifications OPC A&E Version 1.0. User has the authorityto select.
Communication interface for each DCS system is same
(OPC).
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Features of Gateway
OPC Server maintains history. There is no limit ofhistory duration, it only depends upon the hard disk
capacity of the OPC server.
Quality flag is always associated with each data. User will
immediately know the quality of the information.Every time the tag database is changed, client applications
will get the information from the OPC server itself so
absolutely no need to reconfigure the database.
Database Equalization is the main positive point of OPC
station.
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APC Operator/Engineering Station
Man Machine InterfaceParameters are monitored / changed from this station
It maintains history too. Accordingly Hard Disk Drive is
sized.
HMI displays form integral part of the APC station.Parameter changes from this station are reflected in
DCS operator station through OPC server.
Hardware of APC station & Gateway is generally same.
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Specifications of Gateway & APC station
Fi ll
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Firewall
Introduction
Type of Firewalls
I t d ti
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Introduction
Firewalls control the flow of network traffic
Firewalls have applicability in networks
where there is no internet connectivity
Firewalls operate on number of layers
Can also act as VPN gateways
Active content filtering technologies
Type of Firewalls
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Type of Firewalls
Firewalls fall into four broad categories
Packet filters
Circuit levelApplication level
Stateful multilayer
Packet Filter
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Packet Filter
Work at the network level of the OSI
model
Each packet is compared to a set of
criteria before it is forwarded
Packet filtering firewalls is low cost and
low impact on network performance
Packet Filtering
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Packet Filtering
Circuit level
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Circuit level
Circuit level gateways work at the session
layer of the OSI model, or the TCP layer of
TCP/IP
Monitor TCP handshaking between
packets to determine whether a requested
session is legitimate.
Circuit Level
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Circuit Level
Application Level
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Application Level
Application level gateways, also called
proxies, are similar to circuit-level
gateways except that they are application
specific
Gateway that is configured to be a web
proxy will not allow any ftp, gopher, telnet
or other traffic through
Application Level
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Application Level
Stateful Multilayer
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Stateful Multilayer
Stateful multilayer inspection firewalls
combine the aspects of the other three
types of firewalls
They filter packets at the network layer,
determine whether session packets are
legitimate and evaluate contents of
packets at the application layer
Stateful Multilayer
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Stateful Multilayer
General Performance
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General Performance
I t t t f APC G t & APC HMI t ti
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Important parameter of APC Gateway & APC HMI station
APC machines are built on strong and ruggedhardware with more emphasis on availability
R A I D configuration of hard disks is preferred.
RAID (Redundant Array of Independent Disks)
Types of RAID
What type we Use
RAID
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RAID
Redundant Array ofIndependent Disks
Redundant Array ofInexpensive Disks
RAID 0
RAID 1
RAID 3
RAID 5
RAID 6
Types of redundancy
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Types of redundancy
There are different levels of redundancy:
none if a disk crashes, data is lost
RAID1 2 disks are mirrored, data is written to
both disks at any time. One disk can be lost
without losing data.
DATA
DATA
DATA
disk
disk
disk
Types of redundancy
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Types of redundancy
RAID3, RAID5 data is distributed across several
disks, data parity (error protection scheme), usedto rebuild a defective drive, is either placed on a
dedicated drive (RAID3) or across all drives
(RAID5):
DATA DATA
disk disk
PARITY DATA
disk disk disk
RAID3 RAID5
DATA
PARITYPARITY
DATA
DATADATA
PARITY
DATA
disk
RAID 5
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RAID 5
Striping+DistributedParity (errorprotection scheme)
Data is written across multiple disks(striping). Parity is written across alldisks (usually XOR based).
Commonly RAID Controller Failure
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Commonly RAID Controller Failure
What is the problem?Failure of RAID card
Reason:
Earthing problem
Ageing of components.
Precautions:Ensure proper earthing.Wear anti-static wristband while doingmaintenance.Keep a hot spare RAIDCard in hand.
APC Software
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APC Software
Software for Gateway & APC stationincludes Interface package for DCS
along with HMI application software,
OPC client and Antivirus software.
Other APC software details
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Other APC software details
Backup
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Backup
What is backup?backup is part of a larger domain called datasecurity:
integrity, protection: cryptography
availability, redundancy: mirroring / RAID
Why Backup?Software and Hardware failures are a common
thing in the computer world. Any number of
occurrences can cause loss of valuable data.
Why the data is lost?
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Why the data is lost?
Due to failures
Power failures (software/hardware failure)Security incidents
Hardware Failures (disk crash)
Followed backup strategy
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Followed backup strategy
This is driven by many variables. Such as:
Levels of backup:
Daily
Quarterly
Annually
Daily: Tuning parameters or after modification
Quarterly: Major parameter backup during AMC visit
Annually: Complete backup of the system
Virus
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Virus
What is Computer virus
Types of viruses
Introduction to Antivirus Program
How an Antivirus worksGeneral precautions you should take
What is a Computer Virus?
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What is a Computer Virus?
A computer virus is a small program written to alter the
way a computer operates, without the permission or
knowledge of the user. With an ability to replicate itself,
thus continuing to spread. Also, known as Malicious
Software, a program that can cause damage to acomputer.
The computer viruses can damage or corrupt data,
modify existing data, or degrade the performance of thesystem by utilising resources such as memory or disk
space.
Classification of Computer viruses:
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Classification of Computer viruses:
Boot sector virus
Master Boot Record (MBR) virus
File infector virus
Multipartite virusMacro virus
Boot sector virus
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Boot sector virus
Boot sector viruses generally hide in the boot sector,either in the bootable disk or the hard drive.
It attaches itself to the first part of the hard disk that isread by the computer upon boot up.
These viruses are spread rapidly by floppy disks and noton CD-ROMs.Once copied to the memory, any floppy disks that arenot write protected will become infected when the floppydisk is accessed.
Errormessage Invalid system disk
E.g. Form, Disk Killer, Michelangelo, Stoned.
Master Boot Record (MBR) virus
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Master Boot Record (MBR) virus
MBR viruses are memory-resident viruses that infect
disks in the same manner as boot sector viruses.
However it, infects the MBR of the system, gets
activated when the BIOS activates the Master boot code.
MBR infectors normally save a legitimate copy of the
master boot record in an different location.
E.g. AntiEXE, Unashamed, NYB
File infector virus
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File infector virus
File infector viruses infect program files.
Normally infect executable code, such as .COM, .SYS,
.BAT and .EXE files.
They can infect other files when an infected program is
run from floppy, hard drive, or from the network. Many of
these viruses are memory resident.
After memory becomes infected, any uninfected
executable file that runs becomes infected.
E.g. Snow.A, Jerusalem, Cascade.
Multipartite virus
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Multipartite virus
Multipartite (also known as polypartite) viruses infect
both boot records and program files.
These are particularly difficult to repair. If the boot area is
cleaned, but the files are not, the boot area will be
reinfected.
The same holds true for cleaning infected files. If the
virus is not removed from the boot area, any files that
you have cleaned will be reinfected.
E.g. One_Half, Emperor, Anthrax, Tequilla.
Macro virus
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Macro virus
Macro are mini-programs which make it possible toautomate series of operations so that they are performedas a single action, thereby saving the user from havingto carry them out one by one.
Macro viruses infect files that are created using certain
applications or programs that contain macros.They are platform-independent since the virus itself arewritten in language of the application and not theoperating system.
They infect documents created from Microsoft OfficeWord, Excel, PowerPoint and Access files.
E.g.W97M.Melissa, Bablas, WM.NiceDay, W97M.Groov.
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In addition to Computer viruses, there are
two more types of malicious software.
These are : Worms and Trojans
Computer Worms
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Computer Worms
Worms are programs that replicate themselves fromsystem to system without the use of a host file. Theworms are spread through networks like LAN, WAN andalso through Internet. There are various ways by which aworm spreads, through Internet like E-mails, Messaging
and Chats.
Worms almost always cause harm to the network, likeconsuming network bandwidth.
E.g.W32.Mydoom.AX@mm
Computer Trojans
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Computer Trojans
Trojan horses are impostors: files that claim to besomething desirable but, in fact, are malicious. Trojanhorse programs do not replicate themselves. Trojanhorses contain malicious code that when triggered causeloss, or even theft, of data. E.g. Trojan.Vundo
Retrieving users critical information. i.e. name, password.
Spreading malware programs i.e. dropper or vector.
Erasing or overwriting data on a computer.
Spying on a user to gather his information like browsing habits,sites visited etc. These are called Spyware.
General precautions we take
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General precautions we take
When inserting removable media (floppy, CD, flash drive
etc.) we scan the whole device with the antivirus
software before opening it.
If with internet access, we use internet security software.
Regularly check Windows updates.
Dont open any unknown exe file.
From time to time, update our installed software to their
latest version. E.g. (MS Office, Adobe Reader, java,
Flash player etc.)
Summary
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Summary
The advent of powerful and friendly integrated software
has moved advanced process control (APC) from the
realm of consultants into the arena of the average
process control engineer.
There is a opportunity of the engineers closest to theprocess and daily operation to take a much more active
role in the development and support of APC applications.
The core of a solid foundation is good measurements
and final elements.
Summary
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Summary
Use smart transmitters. The improved accuracy and
diagnostics are worth the extra cost. Use Fieldbus for
major upgrades and new installations.
Examines how to identify advanced process control
opportunities, estimate benefits, select the besttechnology, sustain the solution, track the benefits.
Industry is driven by cost and benefit analysis and is
generally not interested in a great technology looking for
an application.
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Thanks
Questions??