SlideShare a Scribd company logo
1 of 16
An Improved Approach for Robust Control of Dynamic
Voltage Restorer and Power Quality Enhancement Using
Grasshopper Optimization Algorithm
By
Eng. Ahmed Ibrahim Omar1
drahmedomar89@gmail.com
Supervisors
Prof. Dr. Essam M. Aboul-Zahab2 , Assoc. Prof. Dr. Shady H. E. Abdel Aleem2
Affiliations:
[1] Electrical Power and Machines Department, Higher Institute of Engineering, El-Shorouk City
[2] Electrical Power and Machines Department, Faculty of Engineering, Cairo University
[3] 15th of May Higher Institute of Engineering, Mathematical and Physical Sciences, Cairo
Paper Title
• Different control strategies for DVRs have been presented in many studies.
Also, using DVR, there are many research works offered on various power quality issues. Table 1
summarizes the recent works on DVR applications in terms of controller type and number,
optimization technique used, studied power quality issues, and findings.
• One can see from the literature that
 All controllers have many circuits such as: sags/swells detector circuit, positive/negative
sequence analyzer circuits for current and voltage controllers.
 As a result of that each controller circuit has PI controller, which takes a long time to
minimize the errors and enhance the voltage drifts.
 Also, many of these works did not consider finding optimal controller gains using
evolutionary metaheuristic techniques although of their impact on the dynamic response of
the controller.
 As well, effectiveness of DVR with a fractional order PID or active disturbance rejection
controller is not investigated in these works.
 In addition, the results are not sufficient to address most of the common power quality issues.
1 • Literature
2 • System Configuration
The proposed DVR, as shown, comprises the following components:
 Energy storage (ES) unit.
 Universal bridge unit.
 Boosting transformer unit.
 Harmonic filter.
 Error-driven PID controller.
3 • The Proposed Compensator
4 • The proposed control scheme of the DVR
5 • Formulation of the optimization problem
6 • Results and Discussions
Case I: Balanced voltage sag
Case II: Unbalanced voltage sag
Case III: Balanced voltage swell
Case IV: Unbalanced voltage swell
Case V: Three phase short circuit
Case VI: Double line to ground fault
Case VII: Single line to ground fault
Case VIII: Voltage imbalance
Case IX: Voltage notching
Case X: Transient
Case I: Balanced voltage sag Case VIII: Voltage imbalance
7 • Contribution
Proposed Controller: PID with
Grasshopper Optimization Algorithm
Comparative analysis of optimal
PID with FOPID controller
Comparative analysis of optimal
PID with an active Disturbance
rejection controller (ADRC)
Four optimization techniques are presented to
compare between the PID and FOPID
performance in terms of fault conditions
7 • Contribution
Proposed Controller: PID with
Grasshopper Optimization Algorithm
Comparative analysis of optimal
PID with FOPID controller
PID Controller has 3 control
parameters (Kp, Ki, Kd)
FOPID Controller has 5 control
parameters (Kp, Ki, Kd, λ, µ)
7 • Contribution
Proposed Controller: PID with
Grasshopper Optimization Algorithm
Four optimization techniques are presented to
compare between the PID and FOPID
performance in terms of fault conditions
Cuckoo Search Algorithm (CSA) Flower Pollination Algorithm (FPA)
Grey Wolf Optimizer (GWO)
Grasshopper Optimization Algorithm
(GOA) - Proposed
• Comparative analysis of optimal PID with FOPID controller
• &
• Four optimization techniques are presented to compare between the
PID and FOPID performance in terms of fault conditions
7 • Contribution
Proposed Controller: PID with
Grasshopper Optimization Algorithm
Comparative analysis of optimal
PID with an active Disturbance
rejection controller (ADRC)
Convert PID Controller into
State-Space Model
• Comparative analysis of optimal PID with an active
Disturbance rejection controller (ADRC)
Performance of DVR with ADRC and
optimal PID controllers during balanced sag
Performance of DVR with ADRC and
optimal PID controllers during balanced swell
8 • Conclusion & Recommendations
 The paper presents a novel contribution of low-cost voltage control by using
a DVR scheme to cope with power quality issues of hybrid industrial loads
connected with a distribution network.
 The DVR scheme controlled by an optimal PID regulation controller is
employed to identify the optimum fitness value for minimization of the total
error-driven loop.
 A fractional order PID is presented and compared with a conventional PID to
verify the proposed method.
 Further, four optimization strategies, CSA, FBA, GOA, and GWO techniques,
was implemented between the PID and FOPID in terms of fault conditions.
 The results obtained revealed the superior effectiveness and robustness of
the optimal PID compared with the FOPID controller.
 Also, a comparative analysis of the results obtained using the proposed
controller and those obtained using ADRC is presented.
 The performance of the optimal PID is better than the performance of the
conventional ADRC.
8 • Contacts
 For any help, don’t hesitate to contact me:
drahmedomar89@gmail.com
 For paper Link below:
 ISA Transactions Journal
https://www.sciencedirect.com/science/article/abs/pii/S0019057819302101

More Related Content

What's hot

PID Controller Tuning
PID Controller TuningPID Controller Tuning
PID Controller TuningAhmad Taan
 
Application of Optimal Control theory to HEV
Application of Optimal Control theory to HEVApplication of Optimal Control theory to HEV
Application of Optimal Control theory to HEVRaja Sekhar
 
Fault diagnosis & fault tolerance in wind turbines
Fault diagnosis & fault tolerance in wind turbinesFault diagnosis & fault tolerance in wind turbines
Fault diagnosis & fault tolerance in wind turbinesNitin Goyal
 
PID Controller and its design
PID Controller and its designPID Controller and its design
PID Controller and its designKonirDom1
 
Hybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumptionHybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumptionTELKOMNIKA JOURNAL
 
Week 14 pid may 24 2016 pe 3032
Week  14 pid  may 24 2016 pe 3032Week  14 pid  may 24 2016 pe 3032
Week 14 pid may 24 2016 pe 3032Charlton Inao
 
Bioreactor control system
Bioreactor control system Bioreactor control system
Bioreactor control system nandhujaan
 
IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...
IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...
IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...IRJET Journal
 
Electrical Classic Control (Basics)
Electrical Classic Control (Basics)Electrical Classic Control (Basics)
Electrical Classic Control (Basics)AHMED MOHAMED HEGAB
 
Measuring Up to Chemical Compliance Challenges
Measuring Up to Chemical Compliance ChallengesMeasuring Up to Chemical Compliance Challenges
Measuring Up to Chemical Compliance ChallengesYokogawa1
 
P, PI AND PID CONTROLLER
P, PI AND PID CONTROLLERP, PI AND PID CONTROLLER
P, PI AND PID CONTROLLERkaran sati
 
IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...
IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...
IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...IRJET Journal
 

What's hot (19)

PID Controller Tuning
PID Controller TuningPID Controller Tuning
PID Controller Tuning
 
Application of Optimal Control theory to HEV
Application of Optimal Control theory to HEVApplication of Optimal Control theory to HEV
Application of Optimal Control theory to HEV
 
Class 43 direct digital and supervisory control
Class 43   direct digital and supervisory controlClass 43   direct digital and supervisory control
Class 43 direct digital and supervisory control
 
Pi controller ieee format
Pi controller ieee formatPi controller ieee format
Pi controller ieee format
 
Lec 5 pid
Lec 5 pidLec 5 pid
Lec 5 pid
 
Fault diagnosis & fault tolerance in wind turbines
Fault diagnosis & fault tolerance in wind turbinesFault diagnosis & fault tolerance in wind turbines
Fault diagnosis & fault tolerance in wind turbines
 
PID Controller and its design
PID Controller and its designPID Controller and its design
PID Controller and its design
 
Design of a discrete PID controller based on identification data for a simsca...
Design of a discrete PID controller based on identification data for a simsca...Design of a discrete PID controller based on identification data for a simsca...
Design of a discrete PID controller based on identification data for a simsca...
 
Hybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumptionHybrid fuzzy-PID like optimal control to reduce energy consumption
Hybrid fuzzy-PID like optimal control to reduce energy consumption
 
Week 14 pid may 24 2016 pe 3032
Week  14 pid  may 24 2016 pe 3032Week  14 pid  may 24 2016 pe 3032
Week 14 pid may 24 2016 pe 3032
 
Bioreactor control system
Bioreactor control system Bioreactor control system
Bioreactor control system
 
At4201308314
At4201308314At4201308314
At4201308314
 
Pid controller
Pid controllerPid controller
Pid controller
 
IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...
IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...
IRJET- Optimum Design of PSO based Tuning using PID Controller for an Automat...
 
Electrical Classic Control (Basics)
Electrical Classic Control (Basics)Electrical Classic Control (Basics)
Electrical Classic Control (Basics)
 
Measuring Up to Chemical Compliance Challenges
Measuring Up to Chemical Compliance ChallengesMeasuring Up to Chemical Compliance Challenges
Measuring Up to Chemical Compliance Challenges
 
Pid controllers Interview Questions
Pid controllers Interview QuestionsPid controllers Interview Questions
Pid controllers Interview Questions
 
P, PI AND PID CONTROLLER
P, PI AND PID CONTROLLERP, PI AND PID CONTROLLER
P, PI AND PID CONTROLLER
 
IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...
IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...
IRJET- Total Harmonic Distortion (THD) Compensation Via UPQC using PID Contro...
 

Similar to An Improved Approach for Robust Control of Dynamic Voltage Restorer and Power Quality Enhancement Using Grasshopper Optimization Algorithm

IRJET- Load Frequency Control of a Renewable Source Integrated Four Area ...
IRJET-  	  Load Frequency Control of a Renewable Source Integrated Four Area ...IRJET-  	  Load Frequency Control of a Renewable Source Integrated Four Area ...
IRJET- Load Frequency Control of a Renewable Source Integrated Four Area ...IRJET Journal
 
IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...
IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...
IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...IRJET Journal
 
IRJET- Performance Analysis of ACO based PID Controller in AVR System: A ...
IRJET-  	  Performance Analysis of ACO based PID Controller in AVR System: A ...IRJET-  	  Performance Analysis of ACO based PID Controller in AVR System: A ...
IRJET- Performance Analysis of ACO based PID Controller in AVR System: A ...IRJET Journal
 
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...IRJET Journal
 
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdfSpeed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdfThienMai14
 
IRJET-Power Quality Improvement by using CHB Inverter based DVR
IRJET-Power Quality Improvement by using CHB Inverter based DVRIRJET-Power Quality Improvement by using CHB Inverter based DVR
IRJET-Power Quality Improvement by using CHB Inverter based DVRIRJET Journal
 
Tuning PID Controller Parameters for Load Frequency Control Considering Syste...
Tuning PID Controller Parameters for Load Frequency Control Considering Syste...Tuning PID Controller Parameters for Load Frequency Control Considering Syste...
Tuning PID Controller Parameters for Load Frequency Control Considering Syste...IJERA Editor
 
Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...
Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...
Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...IJPEDS-IAES
 
Cuckoo search algorithm based for tunning both PI and FOPID controllers for ...
Cuckoo search algorithm based for tunning both PI  and FOPID controllers for ...Cuckoo search algorithm based for tunning both PI  and FOPID controllers for ...
Cuckoo search algorithm based for tunning both PI and FOPID controllers for ...IJECEIAES
 
RT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia Laboratory
RT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia LaboratoryRT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia Laboratory
RT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia LaboratoryOPAL-RT TECHNOLOGIES
 
M A MALLICK ppt. for FDP SEPT. 2019
M A MALLICK ppt. for  FDP SEPT. 2019M A MALLICK ppt. for  FDP SEPT. 2019
M A MALLICK ppt. for FDP SEPT. 2019Mohammad Mallick
 
Load Frequency Control in Three Area Power System using Fuzzy Logic Controller
Load Frequency Control in Three Area Power System using Fuzzy Logic ControllerLoad Frequency Control in Three Area Power System using Fuzzy Logic Controller
Load Frequency Control in Three Area Power System using Fuzzy Logic Controllerijtsrd
 
Electrical & Energy Audit 22 Nov.pptx
Electrical & Energy Audit 22 Nov.pptxElectrical & Energy Audit 22 Nov.pptx
Electrical & Energy Audit 22 Nov.pptxSyed Atif Naseem
 

Similar to An Improved Approach for Robust Control of Dynamic Voltage Restorer and Power Quality Enhancement Using Grasshopper Optimization Algorithm (20)

IRJET- Load Frequency Control of a Renewable Source Integrated Four Area ...
IRJET-  	  Load Frequency Control of a Renewable Source Integrated Four Area ...IRJET-  	  Load Frequency Control of a Renewable Source Integrated Four Area ...
IRJET- Load Frequency Control of a Renewable Source Integrated Four Area ...
 
IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...
IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...
IRJET- Load Frequency Control of a Wind Integrated Power System using Convent...
 
J010346786
J010346786J010346786
J010346786
 
IRJET- Performance Analysis of ACO based PID Controller in AVR System: A ...
IRJET-  	  Performance Analysis of ACO based PID Controller in AVR System: A ...IRJET-  	  Performance Analysis of ACO based PID Controller in AVR System: A ...
IRJET- Performance Analysis of ACO based PID Controller in AVR System: A ...
 
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
IRJET- Simultaneous Microgrid Voltage and Current Harmonics Compensation usin...
 
sikder2014
sikder2014sikder2014
sikder2014
 
Fractional order PID controller adaptation for PMSM drive using hybrid grey w...
Fractional order PID controller adaptation for PMSM drive using hybrid grey w...Fractional order PID controller adaptation for PMSM drive using hybrid grey w...
Fractional order PID controller adaptation for PMSM drive using hybrid grey w...
 
Kf3517721775
Kf3517721775Kf3517721775
Kf3517721775
 
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdfSpeed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
Speed_Control_of_DC_Motor_Using_Particle_Swarm_Opt.pdf
 
IRJET-Power Quality Improvement by using CHB Inverter based DVR
IRJET-Power Quality Improvement by using CHB Inverter based DVRIRJET-Power Quality Improvement by using CHB Inverter based DVR
IRJET-Power Quality Improvement by using CHB Inverter based DVR
 
Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...
Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...
Performance Study of Enhanced Non-Linear PID Control Applied on Brushless DC ...
 
Tuning PID Controller Parameters for Load Frequency Control Considering Syste...
Tuning PID Controller Parameters for Load Frequency Control Considering Syste...Tuning PID Controller Parameters for Load Frequency Control Considering Syste...
Tuning PID Controller Parameters for Load Frequency Control Considering Syste...
 
Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...
Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...
Real Coded Genetic Algorithm Based Improvement of Efficiency in Interleaved B...
 
C011111829
C011111829C011111829
C011111829
 
Cuckoo search algorithm based for tunning both PI and FOPID controllers for ...
Cuckoo search algorithm based for tunning both PI  and FOPID controllers for ...Cuckoo search algorithm based for tunning both PI  and FOPID controllers for ...
Cuckoo search algorithm based for tunning both PI and FOPID controllers for ...
 
RT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia Laboratory
RT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia LaboratoryRT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia Laboratory
RT15 Berkeley | Optimized Power Flow Control in Microgrids - Sandia Laboratory
 
M A MALLICK ppt. for FDP SEPT. 2019
M A MALLICK ppt. for  FDP SEPT. 2019M A MALLICK ppt. for  FDP SEPT. 2019
M A MALLICK ppt. for FDP SEPT. 2019
 
Load Frequency Control in Three Area Power System using Fuzzy Logic Controller
Load Frequency Control in Three Area Power System using Fuzzy Logic ControllerLoad Frequency Control in Three Area Power System using Fuzzy Logic Controller
Load Frequency Control in Three Area Power System using Fuzzy Logic Controller
 
Harmonic Comparison of Three Phase Direct Matrix Converter for Reactive Load ...
Harmonic Comparison of Three Phase Direct Matrix Converter for Reactive Load ...Harmonic Comparison of Three Phase Direct Matrix Converter for Reactive Load ...
Harmonic Comparison of Three Phase Direct Matrix Converter for Reactive Load ...
 
Electrical & Energy Audit 22 Nov.pptx
Electrical & Energy Audit 22 Nov.pptxElectrical & Energy Audit 22 Nov.pptx
Electrical & Energy Audit 22 Nov.pptx
 

Recently uploaded

CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfAsst.prof M.Gokilavani
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort servicejennyeacort
 
microprocessor 8085 and its interfacing
microprocessor 8085  and its interfacingmicroprocessor 8085  and its interfacing
microprocessor 8085 and its interfacingjaychoudhary37
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxJoão Esperancinha
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidNikhilNagaraju
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSCAESB
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerAnamika Sarkar
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learningmisbanausheenparvam
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSKurinjimalarL3
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxvipinkmenon1
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxwendy cai
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfAsst.prof M.Gokilavani
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escortsranjana rawat
 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2RajaP95
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024Mark Billinghurst
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZTE
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and usesDevarapalliHaritha
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionDr.Costas Sachpazis
 

Recently uploaded (20)

CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdfCCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
CCS355 Neural Network & Deep Learning Unit II Notes with Question bank .pdf
 
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort serviceGurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
Gurgaon ✡️9711147426✨Call In girls Gurgaon Sector 51 escort service
 
microprocessor 8085 and its interfacing
microprocessor 8085  and its interfacingmicroprocessor 8085  and its interfacing
microprocessor 8085 and its interfacing
 
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptxDecoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
Decoding Kotlin - Your guide to solving the mysterious in Kotlin.pptx
 
main PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfidmain PPT.pptx of girls hostel security using rfid
main PPT.pptx of girls hostel security using rfid
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
GDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentationGDSC ASEB Gen AI study jams presentation
GDSC ASEB Gen AI study jams presentation
 
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube ExchangerStudy on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
Study on Air-Water & Water-Water Heat Exchange in a Finned Tube Exchanger
 
chaitra-1.pptx fake news detection using machine learning
chaitra-1.pptx  fake news detection using machine learningchaitra-1.pptx  fake news detection using machine learning
chaitra-1.pptx fake news detection using machine learning
 
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICSAPPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
APPLICATIONS-AC/DC DRIVES-OPERATING CHARACTERISTICS
 
Introduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptxIntroduction to Microprocesso programming and interfacing.pptx
Introduction to Microprocesso programming and interfacing.pptx
 
What are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptxWhat are the advantages and disadvantages of membrane structures.pptx
What are the advantages and disadvantages of membrane structures.pptx
 
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdfCCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
CCS355 Neural Network & Deep Learning UNIT III notes and Question bank .pdf
 
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur EscortsHigh Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
High Profile Call Girls Nagpur Isha Call 7001035870 Meet With Nagpur Escorts
 
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2HARMONY IN THE HUMAN BEING - Unit-II UHV-2
HARMONY IN THE HUMAN BEING - Unit-II UHV-2
 
IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024IVE Industry Focused Event - Defence Sector 2024
IVE Industry Focused Event - Defence Sector 2024
 
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
ZXCTN 5804 / ZTE PTN / ZTE POTN / ZTE 5804 PTN / ZTE POTN 5804 ( 100/200 GE Z...
 
power system scada applications and uses
power system scada applications and usespower system scada applications and uses
power system scada applications and uses
 
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective IntroductionSachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
Sachpazis Costas: Geotechnical Engineering: A student's Perspective Introduction
 
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptxExploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
Exploring_Network_Security_with_JA3_by_Rakesh Seal.pptx
 

An Improved Approach for Robust Control of Dynamic Voltage Restorer and Power Quality Enhancement Using Grasshopper Optimization Algorithm

  • 1. An Improved Approach for Robust Control of Dynamic Voltage Restorer and Power Quality Enhancement Using Grasshopper Optimization Algorithm By Eng. Ahmed Ibrahim Omar1 drahmedomar89@gmail.com Supervisors Prof. Dr. Essam M. Aboul-Zahab2 , Assoc. Prof. Dr. Shady H. E. Abdel Aleem2 Affiliations: [1] Electrical Power and Machines Department, Higher Institute of Engineering, El-Shorouk City [2] Electrical Power and Machines Department, Faculty of Engineering, Cairo University [3] 15th of May Higher Institute of Engineering, Mathematical and Physical Sciences, Cairo Paper Title
  • 2. • Different control strategies for DVRs have been presented in many studies. Also, using DVR, there are many research works offered on various power quality issues. Table 1 summarizes the recent works on DVR applications in terms of controller type and number, optimization technique used, studied power quality issues, and findings. • One can see from the literature that  All controllers have many circuits such as: sags/swells detector circuit, positive/negative sequence analyzer circuits for current and voltage controllers.  As a result of that each controller circuit has PI controller, which takes a long time to minimize the errors and enhance the voltage drifts.  Also, many of these works did not consider finding optimal controller gains using evolutionary metaheuristic techniques although of their impact on the dynamic response of the controller.  As well, effectiveness of DVR with a fractional order PID or active disturbance rejection controller is not investigated in these works.  In addition, the results are not sufficient to address most of the common power quality issues. 1 • Literature
  • 3. 2 • System Configuration
  • 4. The proposed DVR, as shown, comprises the following components:  Energy storage (ES) unit.  Universal bridge unit.  Boosting transformer unit.  Harmonic filter.  Error-driven PID controller. 3 • The Proposed Compensator
  • 5. 4 • The proposed control scheme of the DVR
  • 6. 5 • Formulation of the optimization problem
  • 7. 6 • Results and Discussions Case I: Balanced voltage sag Case II: Unbalanced voltage sag Case III: Balanced voltage swell Case IV: Unbalanced voltage swell Case V: Three phase short circuit Case VI: Double line to ground fault Case VII: Single line to ground fault Case VIII: Voltage imbalance Case IX: Voltage notching Case X: Transient
  • 8. Case I: Balanced voltage sag Case VIII: Voltage imbalance
  • 9. 7 • Contribution Proposed Controller: PID with Grasshopper Optimization Algorithm Comparative analysis of optimal PID with FOPID controller Comparative analysis of optimal PID with an active Disturbance rejection controller (ADRC) Four optimization techniques are presented to compare between the PID and FOPID performance in terms of fault conditions
  • 10. 7 • Contribution Proposed Controller: PID with Grasshopper Optimization Algorithm Comparative analysis of optimal PID with FOPID controller PID Controller has 3 control parameters (Kp, Ki, Kd) FOPID Controller has 5 control parameters (Kp, Ki, Kd, λ, µ)
  • 11. 7 • Contribution Proposed Controller: PID with Grasshopper Optimization Algorithm Four optimization techniques are presented to compare between the PID and FOPID performance in terms of fault conditions Cuckoo Search Algorithm (CSA) Flower Pollination Algorithm (FPA) Grey Wolf Optimizer (GWO) Grasshopper Optimization Algorithm (GOA) - Proposed
  • 12. • Comparative analysis of optimal PID with FOPID controller • & • Four optimization techniques are presented to compare between the PID and FOPID performance in terms of fault conditions
  • 13. 7 • Contribution Proposed Controller: PID with Grasshopper Optimization Algorithm Comparative analysis of optimal PID with an active Disturbance rejection controller (ADRC) Convert PID Controller into State-Space Model
  • 14. • Comparative analysis of optimal PID with an active Disturbance rejection controller (ADRC) Performance of DVR with ADRC and optimal PID controllers during balanced sag Performance of DVR with ADRC and optimal PID controllers during balanced swell
  • 15. 8 • Conclusion & Recommendations  The paper presents a novel contribution of low-cost voltage control by using a DVR scheme to cope with power quality issues of hybrid industrial loads connected with a distribution network.  The DVR scheme controlled by an optimal PID regulation controller is employed to identify the optimum fitness value for minimization of the total error-driven loop.  A fractional order PID is presented and compared with a conventional PID to verify the proposed method.  Further, four optimization strategies, CSA, FBA, GOA, and GWO techniques, was implemented between the PID and FOPID in terms of fault conditions.  The results obtained revealed the superior effectiveness and robustness of the optimal PID compared with the FOPID controller.  Also, a comparative analysis of the results obtained using the proposed controller and those obtained using ADRC is presented.  The performance of the optimal PID is better than the performance of the conventional ADRC.
  • 16. 8 • Contacts  For any help, don’t hesitate to contact me: drahmedomar89@gmail.com  For paper Link below:  ISA Transactions Journal https://www.sciencedirect.com/science/article/abs/pii/S0019057819302101