a simulator of sugar factories for operator training - uvaprada/demosimuuk.pdf · a simulator of...

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A Simulator of Sugar Factories for Operator Training C. de Prada, A. Merino, S. Pelayo, F. Acebes, R. Alves CTA (Azucarera Ebro Puleva, S.L. University of Valladolid) Spain

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Page 1: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

A Simulator of Sugar Factories for Operator Training

C. de Prada, A. Merino, S. Pelayo, F. Acebes,

R. Alves

CTA (Azucarera Ebro Puleva, S.L.

University of Valladolid) Spain

Page 2: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

1. Beet sugar factories

2. Training simulator

Aims

Architecture

Main Functions

3. A training session

4. Conclusions

INDEX

Page 3: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

•Complex factories, including a wide variety of processes •High degree of automation •Limited number of operators

BEET SUGAR FACTORIES

Page 4: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

BEET SUGAR FACTORY

DIFUSSION

DEPURATION

EVAPORATION

SUGAR HOUSE

PULP DRYER

STEAM BOILERS

TURBOGENERATORS

ALCOHOL House

Waste water treatments

RAW JUICE

JUICE

SYRUP

SUGAR

SLICED BEETS

Vinasses

ALCOHOL

Melasses

Electricity

Dried Pulp

Gas

Fuel/Gas

Steam

Steam

Wet Pulp

Water

Muds

Page 5: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

BEET SUGAR FACTORIES

Process Operation is done by means of a distributed control system (DCS)

– Receives data from tranmiters and Laboratory. – Computes control signals to the actuators – Provides a MMI for supervision of the process

Page 6: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

CONTROL ROOM OPERATORS.

They are in charge of process operation

They must understand how the process and its control system work

They must detect and solve faults and malfunctions

They should provide a smooth and optimal operation

DCS screens

Images of some strategic points

Page 7: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

0 500 1000 1500 2000 2500 3000 3500 4000 4500

0

20

40

60

80

100

Variable manipulada

0 500 1000 1500 2000 2500 3000 3500 4000 450030

40

50

60

70

80

90Varibale controlada: brix de refundidora

Turno 1Turno 2Turno 3Turno 1Turno 2Turno 3Turno 1Turno 2Turno 30 500 1000 1500 2000 2500 3000 3500 4000 4500

0

20

40

60

80

100

Variable manipulada

0 500 1000 1500 2000 2500 3000 3500 4000 450030

40

50

60

70

80

90Varibale controlada: brix de refundidora

Turno 1Turno 2Turno 3Turno 1Turno 2Turno 3Turno 1Turno 2Turno 3Turno 1Turno 2Turno 3Turno 1Turno 2Turno 3Turno 1Turno 2Turno 3

Operation of a sugar melter by several shifts

CONTROL ROOM OPERATORS

Differences in the behaviour of the operators reflect on the process performance

Operators training is a key factor in process performance

Page 8: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Mimic the environment and functionality of a control room The process is replaced by a real time dynamic simulation

Real process

Simulator

TRAINING SIMULATORS

Page 9: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

TRAINING SIMULATOR AIMS

Facilitate the knowledge of the process and its control system

Achieve uniform operation among shifts Learn how to operate the process in an optimal way Learn how to react in unfrequent but difficult

situations Identify faulty situations and learn how to correct

them

Page 10: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

It allows learning by “experimenting” on the process , What happens if...? What should I do for...?

Experiments on the real process can be dangerous expensive, slow, not always done in the proper conditions,...

Simulation can be performed faster or slower than real time

The efect of a change can be seen in isolation if needed, this is not the case in the real process

Simulation gives access to all variables of the process

Study the best operation estrategies or control estructure

ADVANTAGES OF A TRAINING SIMULATOR

Page 11: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

TRAINING SIMULATORS

Different simulators according to its aims and range:

o Full scope: oPlant wide oReal time

o Specific process units

Page 12: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

CHARACTERISTICS

Mimic the control room environment + DCS Mimic the dynamic behavoiur of the process, both in normal and abnormal operating conditions

Provide a set of predefined operating problems and malfunctions that are adequate for the training

Real time (or acelerated) operation

Page 13: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

ARCHITECTURE OF THE SIMULATOR

• Four main modules: – Dynamic process simulation (EcosimPro) – Distributed Control System (SCADA) – Supervisor console – Real time Comunication system

• PC based under Windows with OPC

Page 14: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

ARCHITECTURE OF THE SIMULATOR

Two versions:

•Full scope

•Single user in a PC

TCP/IPOPC

Operators

Process Simulation

PCs

Instructor Video

Page 15: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

FUNCTIONS

SIMULATION = PROCESS

INSTRUCTOR OPERATOR

SCADA

Acts on the DCS Acts on the process

Manages the simulation

Activates problems and malfunctions

Selects training sessions

Operates the DCS

Reacts to problems and aims

Page 16: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Training Simulator

INSTRUCTOR

Page 17: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

MODELING

Detailled dynamic process models based on first principles

Include normal behaviour and faults

Different classes:

Concentrate / Distributed parameters

Continuous / Batch

Digital Control functions

Page 18: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

DYNAMIC SIMULATION Simulation Tool: ECOSIMPRO

• Object oriented modelling tool with no predifined computational causality. It allows re-use of the models and hierarchical constructions.

• It generates simulation code after symbolic manipulation of the model equations in order to adapt them to the operating context.

• Good numerical solvers (DASSL sparse) – Models are generated as C++ clases, allowing

them an easy integration with other software components

Page 19: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

LIBRARIES OF MODELS SECTIONS - Destilery - Boilers - Sugar end - Evaporation - Depuration - Difussion - Dryer

GENERIC - Physico-chemical properties - Ports - Control elements - Flow elements - Basic process units

EcosimPro Model

Page 20: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Compiled Simulation

Includes executables and source files with the C++ classes that contains the

simulation.

Server generator OPC server

OPC client

OPC / DCOM servers

Simulation modules encapsulated as OPC/DCOM servers

Page 21: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

MMI SCADA / EDUSCA.

Information: • Process Schematics • Tables of variables • Alarms • Trends • Historic trends • Bar graphs

Operation: • Change set points / MV • Man / Auto • Tuning • Alarms recognition

Page 22: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

SCADA Configuration

Programs

OPC Server

SCADA Configuration

CI Configuration

SCADA CONFIGURATION.

Page 23: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

OPC Server

Simulation 1OPC Server

Simulation 2OPC Server

Simulation 3

Data Interchange Program(Data Interchange & Synchronization)

Distributed simulation

5 PC under W

Page 24: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

INSTRUCTOR MODULE

On top of the operators console functions, the one of the instructor includes:

• Modifies process variables • Activate/ Deactivate faults • Selects pre-defined training sessions

(changes in production levels, faults...)

• Starts in different operating condictions

• Timing of the simulation

Page 25: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Operating the Simulator

Navigate in the screens

How to use the operator screens....

.... And the toolbars

DEMOS

Start the simulator

Page 26: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Operating the Instructor console

Instructor console

DEMO

Page 27: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Lecturing in the classrooom on the process units, process fundamentals, process operation and control basis.

1

Practical work in the full scope simulator 3

Evaluation 4

A TRAINING SESSION

2 Simulators of process units

Page 28: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Manuals + Slides

Process

Fundamentals of process units

Process operation

Control system

How to operate the simulator

Lecturing on:

Classroom.

Page 29: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Friendly user interface

Fast response

Dedicated process units simulators, aimed to allow practicing on the process unit behaviour and operation of its control system

Process units simulators

Page 30: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Process Units

• Heat exchanger • Evaporator • Filter • Carbonatation tower • Vacuuum pan • Boiler • Dryer • Storage tank • Destillation column

Models:

Page 31: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

OPERATION OF THE SIMULATOR

DEMO How to operate the process

Example: - OPERATION: Change the output brix of the evaporation station - FAULT DETECTION: Non-condensable gases valve closure

Page 32: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Evaluation.

• Storage / Recovery of system states for:

• Analysis

• Repeat situation

• Supervision by the instructor

• Discusion of alternatives

Page 33: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Documentation

• Operating the simulator • Operating the different sections of the

factory

Page 34: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

Conclusions Tested at factory director level and undergraduate students

At present is under evaluation at the factories

Key points:

Close links with users

Rapid adaptation, Development times

Degree of accuracy / general

Real time / acelerated time

Advanced control

Predictive simulation

Page 35: A Simulator of Sugar Factories for Operator Training - UVaprada/DemoSimuUK.pdf · A Simulator of Sugar Factories for Operator Training ... The process is replaced by a real time dynamic

CENTRO DE TECNOLOGÍA AZUCARERA c/Real de Burgos s/n. Edificio Alfonso VIII

47011 Valladolid ESPAÑA Tfno: +34 983 42 35 63 Fax: +34 983 42 36 16 http://www.cta.uva.es/ [email protected]

Para más información

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