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Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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Page 1: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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Nuclear I&C Research Lab

Page 2: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Nuclear Power Control Test Facility (NPCTF)

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Page 3: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Simulator and Console

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Page 4: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Distributed Control Systems

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Page 5: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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Current Research Program

& Projects

Page 6: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Nuclear Power Control Test Facility (NPCTF)

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Page 7: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

NPCTF System Overview

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Primary water

Reacto

r

HX

SG Tank

Pressurizer

Turbine-generator

Upper

tank

Inventory

SD

S1-L

lnaer

moto

r

SD

S2-g

ravity r

od Natural flow-ECCS

Chiller

Page 8: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Safety System Verification and Validation (V&V)

LOCA Fault Insertion on UPCTF

Trip Assumed Fault

8

HFControls HFC6000

Page 9: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Predictive Shutdown

What do we mean by predictive?

1. Minimum time to reach safety threshold: negate spurious activation.

2. Confidence in reaching safety threshold: guarantee upcoming trip.

Algorithm and Structure

Kalman

predictor

Kalman

corrector

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Page 10: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Tests of safety shutdown systems

Control Test Facility

Invensys Tricon v9

Page 11: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

NPCTF SDS Block Diagram

Fault Tree Construction of the Shutdown Systems

Shutdown Parameter

Sensors

Trip Logic Function

Block

Heater Control

Function Block

Linear Motor Controller (SDS 1)

Rod Gripper (SDS 2)

Cut off Heater Current

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Page 12: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

SDS Fault Tree

Fault Tree Construction of the Shutdown Systems

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Transfer Gate

Transfer Gate

Page 13: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Safety Boundary Identification and Analysis

Controller Actuator

Sensors

Process PV1, PV2,…PV3

+

Set Point (SP) Output

-

Page 14: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Safety Boundary Identification and Analysis for insider attackers

Safety Analysis

(FMEA)

Failure Modes Identification

Effects Analysis

Severity Ranking

Vulnerabilities Identification

System

Improvement

Attack Identification

Fault Tolerant Control

Redundancy Design

Bullet-proof Design

Safety Boundary

Identification

System Description

System Boundary Definition

On-line Boundary tracking

Dangerous States

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Page 15: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Booster enhances the energy conversion process

Operation relies on internal energy of natural circulation loop

Increases the energy conversion efficiency by 311 times

Improves heat transfer capacity and NC loop design flexibility

Booster

reactor

Self-powered Efficiency Booster in Natural Circulation Loop for Passive Safety Systems

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Page 16: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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Linear Dynamic Model Development for Canadian SCWR

MCU:

Diagnostics and

Encryption

Diagram of a Canadian SCWR Plant System

Feed-water Pump

Control Rods

Reactor

Outlet Feeders

Outlet HeaderMain ‘Steam’ Line Control Valve

Turbine

Inlet Plenum

Riser

Temperature

Control

Pressure

Control

Power

Control

Main ‘Steam’

Pressure

Control Valve

Opening

Outlet Header

TemperatureFeed-water

Flow Rate

Reactor

Power

Control Rods

Reactivity

Input-output Pairing

Page 17: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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U-Tube Steam Generator Level Control

Nonlinear Model Predictive Control

Control through Fieldbus

Level Set-point Optimization for Three Term Controller

Page 18: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Thermal-hydraulic Model for Nuclear Power Control Test Facility (NPCTF)

Nuclear Power Plant

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NPP Simulator

Simulation Technique

Nuclear Power Control Test Facility NPCTF Simulator

Simulation Technique

Lower

Tank

Pump 4

CV-1

CV-2 Heater

Chiller

HX-Tank

Pressurizer

Air

Valve

Highe

r Tank

Pump 1

CV-

34

Pump 2

Turbine &

Generator

CV-11

Page 19: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Wonderware HMI and DeltaV

HMI

DeltaV Server Controller

NPCTF 19

Page 20: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Wonderware HMI

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Page 21: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Monitoring and Fault Diagnosis

Advanced equipment condition monitoring

Standard algorithm Improved algorithm Pipe vibration monitoring

Sensor mounting

Advanced process fault diagnosis with limited training data

Misclassifications

21

Page 22: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

22 22

Field Device

(Sensor)

Monitoring

Device

Transmitting

Antenna Receiving

Antenna

Interfering

Noise

NPP Containment

Wireless

Receiver

Wireless sensor (steam generator)

WSNs in NPPs

Page 23: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Wireless sensors can be mounted with equipment

Temperature, humidity, vibration, current, acoustic, level, CO2 etc.

Wirelessly collected data can be sent to, e.g., the control room

Graphic source: http://chemistry.tutorvista.com/nuclear-chemistry/nuclear-power-plant.html

Equipment Monitoring with WSNs in NPPs

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Page 24: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Monitoring using Wireless Sensors

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Page 25: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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Wireless Communication Channels under Radiation Environment

Signal Analyzer

RF Cable

Antenna Antenna

RF CablePlastic Post

Plastic Post

With or Without Radioactive Waste

Signal Generator

Steel Pad Steel Pad

A Conceptual Illustration of the Experiment Setup

Page 26: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

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Test Equipment Hot-cell

Electrometer Signal

Generator Signal

Analyzer Radioactive Waste

Transmitting/Receiving Antennas

Antennas

Steel Pads

Experiments in the Hot-Cell

Page 27: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Radiation Monitoring

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Page 28: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Proposed Wireless Post-Accident Monitoring System

Ethernet

GPRS/3G/4G

Rad-Hardened Wireless Detectors Portable Management Unit Remote Server

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Page 29: Nuclear I&C Research Lab - UNENE · 2020. 3. 19. · Booster enhances the energy conversion process ... U-Tube Steam Generator Level Control Nonlinear Model Predictive Control Control

Microcontroller

RF Circuits Analog-Digital

Humidity Sensor

RF Circuits

Microprocessor

Proposed Wireless Post-Accident Monitoring System

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