SlideShare a Scribd company logo
1 of 18
Download to read offline
Shailendra Verma
Grid Controller of India limited
INDIA
skverma@grid-india.in
Inertia in Indian Grid with Increasing Renewable
Penetration – Modelling and Experience
1
Authors:
K.V.N. Pawan Kumar, S R Narasimhan
Sudhanshu S. Barpanda, Debasis De,
Rajiv K Porwal, Samir C. Saxena,
Vivek Pandey, Rahul Shukla, Aman Gautam,
Shailendra Verma, Subrata Mukhopadhyay
23PESGM4448
people served
4.5 GW+
~417 GW
generation capacity
220 GW+
peak demand
> 4.5 TWh
daily energy met 468,977 ckm+
EHV transmission
1.3 Billion+
international exchanges
~173 GW
renewables
(including large Hydro)
14+
HVDCs
3.2 million km²
area footprint
3
power exchanges
~ 120 GW
Operating frequency band
49.90 -50.05 Hz
inter-regional capacity
2
Indian Grid: Overview
74 % Synchronous
Capacity
Frequency Profile during major imbalance
events ( PMU based data resolution 40 msec)
Generation Loss:5350 MW
Frequency dropped by 0.48 Hz in
15 seconds
Cascading Effect resulted in Tripping at Multiple Stations
3
Outage of 765 kV Substation &
Outage of 6 number of 765 kV EHV line on OV
Generation Loss:7000 MW
AUFLS operated in the event (Freq. ~ 49.4 Hz)
15th May 2023
Frequency dropped by 0.58 HZ
4
ROCOF of 7000 MW Generation loss event
Computation of RoCoF from frequency measurements through PMU
Raw data Filtered Data
Average Frequency
Identified Window
curve fitting method for 5th order
polynomial first order coefficient as
initial RoCoF
5
ROCOF
Calculations of Inertia &
Power Number for a sample event
Initial Frequency (Hz) 49.885
All India Generation (From NLDC SCADA) (MW) 144482
Actual Generation Loss (SCADA) (MW) 780
Calculated ROCOF from Avg Frequency (Hz/s) * 0.0167
Estimated inertia (sec) 8.06
Nadir Frequency (Hz) 49.804
Time to Reach Nadir Frequency (sec) 10.6
Frequency Drop (Hz) 0.0810
Power Number =∆𝑃/∆𝑓 (MW/Hz) 9626.65
*Captive power generation is not under monitoring in India at National/Regional Control centre which ranges
from 10-15 % of total generation.
*Utilisation of monitored MW in place of MVA base in calculation of inertia.
2𝐻
𝑓0
𝑑𝑓
𝑑𝑡
=
𝑃𝑚 − 𝑃𝑒
𝑆
6
Generation Loss vs calculated RoCoF
Slope is likely to decrease in case of improvement in governor response
7
Inertia Estimation Results
The Indian power system inertia has varied between 5 to 9 Seconds between Jan 2014-May 2023.
The mean value of inertia is 6.5 seconds.
8
Inertia with RE penetration
System is becoming lighter with the increase in RE penetration
9
Kinetic energy based on survey on sources of inertia
10
All INDIA - Frequency Response Characteristic
11
Increasing trend infers Increasing System Strength
FRC calculation for any load or generation loss incident involving net
change of more than 1000 MW or a frequency change 0.1 Hz or more.
Challenges in measurement based
inertia estimation
RoCoF values reported by PMU not suitable
Important to avoid initial transient phase in calculations
RoCoF values required at t=0+
Identification of suitable moving average window
Assigning proper weightage to respective location frequency
Identifying appropriate event for inertia estimation (sequential or aggregate)
Factoring Primary response
12
Flow chart for
online inertia
estimation
𝐻𝑠𝑦𝑠 =
σ𝑖=1
𝑛
𝑆𝑖 ∗ 𝐻𝑖
σ𝑖=1
𝑛
𝑆𝑖
13
Online inertia monitoring using SCADA
Inertia Monitoring at National level
14
Inertia Monitoring at Regional level
Capacity on Bar (MVA)
System Inertia of Northern Region
No of Units on Bar
Actual Generation (MW)
Kinetic Energy (MW-sec)
108
28237
109391
39828 Capacity on Bar (MVA)
System Inertia of Western Region
No of Units on Bar 183
78648
Actual Generation (MW) 54076
Kinetic Energy (MW-sec) 222935
Capacity on Bar (MVA)
System Inertia of Southern Region
No of Units on Bar 165
43088
Actual Generation (MW) 36731
Kinetic Energy (MW-sec) 157260
Capacity on Bar (MVA)
No of Units on Bar 92
System Inertia of Eastern Region
29077
Actual Generation (MW) 13966
Kinetic Energy (MW-sec) 100168
Capacity on Bar (MVA)
Kinetic Energy (MW-sec) 11659
System Inertia of North Eastern Region
No of Units on Bar 65
4322
Actual Generation (MW) 3247
15
Way forward
Provisions in the Indian Electricity Grid Code 2023
• Mandatory tests for Solar/Wind- Real and Reactive Power Capability, Power Plant Controller Function Test, Frequency Response Test, Active
Power and Reactive Power Set Point
• Minimum inertia to be maintained all the time for secure and stable grid operation
• ‘Frequency Response Obligation’ a new mandate in the Grid Code
• Hydro/gas generating units – compensated for synchronous condenser mode operation
• UFR settings and df/dt load shedding schemes depending on local load generation balance of the respective regions
• Provision for unit commitment in the interest of Grid security
Provisions in the Manual on Transmission Planning Criteria
• Inertia studies are included under transmission planning
• ROCOF shall be calculated based on simulation studies for the lowest inertia period
• Generation Contingency, Load Contingency may be considered for ROCOF calculation
• Calculated RoCoF should be lower than the maximum permissible RoCoF value.
• The maximum permissible RoCoF shall be such that the 1st stage UFLS doesn’t get triggered and frequency remains 0.1 Hz above 1st stage of
UFLS.
• BESS, Synchronous Condenser etc. for fast response to arrest the frequency decline and help restore the frequency
• Determination of system inertia is essential for frequency stability assessment
Other Initiatives:
• Possible standards on Fast Frequency Response from IBR / BESS is being deliberated
• Use of retiring thermal plants as synchronous condenser for inertia support
• Spatial Distribution of Inertia
• Load Composition Understanding
16
References
• Report on Assessment of Inertia in Indian Power System
https://posoco.in/wp-content/uploads/2022/01/Assessment-of-Inertia-in-Indian-Power-System.pdf
• Indian Electricity Grid Code) Regulations, 2023
https://cercind.gov.in/Regulations/180-Regulations.pdf
• Manual on Transmission Planning Criteria
https://cea.nic.in/wp-content/uploads/psp___a_ii/2023/03/Manual_on_Transmission_Planning_Criteria_2023.pdf
• Central Electricity Authority (Technical Standards for Connectivity to the Grid) Regulations, 2007
https://cea.nic.in/wp-content/uploads/regulations_cpt/2023/01/Connectivity_to_Grid.pdf
• Central Electricity Authority (Technical Standards for Connectivity to the Grid) (Amendment) Regulations, 2019.
https://cea.nic.in/wp-content/uploads/2020/02/notified_regulations.pdf
• Central Electricity Authority (Technical Standards for Connectivity to the Grid) Amendment Regulations, 2013.
https://cea.nic.in/wp-content/uploads/2020/02/grid_connectivity_12112013.pdf
• Central Electricity Authority (Grid Standards ) Regulations, 2010
https://cea.nic.in/wp-content/uploads/2020/02/grid_standards_reg.pdf
• Central Electricity Authority (Technical Standards for Connectivity of the Distributed Generation Resources) Regulations, 2013
https://cea.nic.in/wp-content/uploads/regulations_cpt/2020/09/Legal_Annexure-V.pdf
17
Thank You
18

More Related Content

Similar to 23PESGM4448.pdf

Real time power system operationunder deregulated environmnt
Real time power system  operationunder deregulated environmntReal time power system  operationunder deregulated environmnt
Real time power system operationunder deregulated environmntpvsr1964
 
Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...
Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...
Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...IRJET Journal
 
IRENA_The Role of Grid Codes v2
IRENA_The Role of Grid Codes v2IRENA_The Role of Grid Codes v2
IRENA_The Role of Grid Codes v2fboshell
 
Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...
Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...
Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...theijes
 
Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...
Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...
Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...Niraj Solanki
 
CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...
CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...
CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...Komal Wadhwa
 
Power Shaver Energy Saving Systems
Power Shaver Energy Saving SystemsPower Shaver Energy Saving Systems
Power Shaver Energy Saving SystemsLisaKnapp23
 
IRPTF_Workshop_Presentations (1).pdf
IRPTF_Workshop_Presentations (1).pdfIRPTF_Workshop_Presentations (1).pdf
IRPTF_Workshop_Presentations (1).pdfPowerSystemDynamicsS
 
Net metering requirements in punjab for grid interactive rooftop SPV Power Plant
Net metering requirements in punjab for grid interactive rooftop SPV Power PlantNet metering requirements in punjab for grid interactive rooftop SPV Power Plant
Net metering requirements in punjab for grid interactive rooftop SPV Power PlantHarish Sharma
 
The merits of integrating renewables with smarter grid carimet
The merits of integrating renewables with smarter grid   carimetThe merits of integrating renewables with smarter grid   carimet
The merits of integrating renewables with smarter grid carimetRick Case, PMP, P.E.
 
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...IRJET Journal
 
Stabilization and Frequency Regulation in Microgrid by Controlling Pitch Angle
Stabilization and Frequency Regulation in Microgrid by Controlling Pitch AngleStabilization and Frequency Regulation in Microgrid by Controlling Pitch Angle
Stabilization and Frequency Regulation in Microgrid by Controlling Pitch Angleijtsrd
 

Similar to 23PESGM4448.pdf (20)

Real time power system operationunder deregulated environmnt
Real time power system  operationunder deregulated environmntReal time power system  operationunder deregulated environmnt
Real time power system operationunder deregulated environmnt
 
WAM.ppt
WAM.pptWAM.ppt
WAM.ppt
 
Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...
Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...
Detection of Power Grid Synchronization Failure by Sensing Bad Voltage and Fr...
 
IRENA_The Role of Grid Codes v2
IRENA_The Role of Grid Codes v2IRENA_The Role of Grid Codes v2
IRENA_The Role of Grid Codes v2
 
Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...
Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...
Fault Ride-Through of DFIG Wind Turbine by DVR Using Synchronous Reference Fr...
 
IEGC.pptx
IEGC.pptxIEGC.pptx
IEGC.pptx
 
Overview of different wind generator systems and their comparison
Overview of different wind generator systems and their comparisonOverview of different wind generator systems and their comparison
Overview of different wind generator systems and their comparison
 
Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...
Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...
Performance, Modelling & Simulation of Frequency Relays for Distributed Gener...
 
ISLANDING DETECTION TECHNIQUE FOR DISTRIBUTED GENERATION SYSTEM
ISLANDING DETECTION TECHNIQUE FOR DISTRIBUTED GENERATION SYSTEMISLANDING DETECTION TECHNIQUE FOR DISTRIBUTED GENERATION SYSTEM
ISLANDING DETECTION TECHNIQUE FOR DISTRIBUTED GENERATION SYSTEM
 
CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...
CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...
CONTROLLING FREQUENCY DEVIATIONS IN INTERCONNECTED POWER SYSTEM USING SMART ...
 
Power Shaver Energy Saving Systems
Power Shaver Energy Saving SystemsPower Shaver Energy Saving Systems
Power Shaver Energy Saving Systems
 
IRPTF_Workshop_Presentations (1).pdf
IRPTF_Workshop_Presentations (1).pdfIRPTF_Workshop_Presentations (1).pdf
IRPTF_Workshop_Presentations (1).pdf
 
11 reno sandia_dgi_reno_sand2016-4701 pe
11 reno sandia_dgi_reno_sand2016-4701 pe11 reno sandia_dgi_reno_sand2016-4701 pe
11 reno sandia_dgi_reno_sand2016-4701 pe
 
Net metering requirements in punjab for grid interactive rooftop SPV Power Plant
Net metering requirements in punjab for grid interactive rooftop SPV Power PlantNet metering requirements in punjab for grid interactive rooftop SPV Power Plant
Net metering requirements in punjab for grid interactive rooftop SPV Power Plant
 
The merits of integrating renewables with smarter grid carimet
The merits of integrating renewables with smarter grid   carimetThe merits of integrating renewables with smarter grid   carimet
The merits of integrating renewables with smarter grid carimet
 
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
IRJET- Comparative Analysis of Different Converter Topologies Employed for Tr...
 
southern grid
southern grid southern grid
southern grid
 
Stabilization and Frequency Regulation in Microgrid by Controlling Pitch Angle
Stabilization and Frequency Regulation in Microgrid by Controlling Pitch AngleStabilization and Frequency Regulation in Microgrid by Controlling Pitch Angle
Stabilization and Frequency Regulation in Microgrid by Controlling Pitch Angle
 
10.3_Practical Implementation of Microgrid Control, Protection, and Communica...
10.3_Practical Implementation of Microgrid Control, Protection, and Communica...10.3_Practical Implementation of Microgrid Control, Protection, and Communica...
10.3_Practical Implementation of Microgrid Control, Protection, and Communica...
 
8.1.1_PAR 2030.7_Bower_EPRI/SNL Microgrid Symposium
8.1.1_PAR 2030.7_Bower_EPRI/SNL Microgrid Symposium8.1.1_PAR 2030.7_Bower_EPRI/SNL Microgrid Symposium
8.1.1_PAR 2030.7_Bower_EPRI/SNL Microgrid Symposium
 

More from SUBRATAMUKHOPADHYAY9

Energy Transition and Net Zero initiative
Energy Transition and Net Zero initiativeEnergy Transition and Net Zero initiative
Energy Transition and Net Zero initiativeSUBRATAMUKHOPADHYAY9
 
22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx
22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx
22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptxSUBRATAMUKHOPADHYAY9
 
Deviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptx
Deviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptxDeviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptx
Deviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptxSUBRATAMUKHOPADHYAY9
 
Academy-Industry Collaboration in Research and Innovation in Infrastructure S...
Academy-Industry Collaboration in Research and Innovation in Infrastructure S...Academy-Industry Collaboration in Research and Innovation in Infrastructure S...
Academy-Industry Collaboration in Research and Innovation in Infrastructure S...SUBRATAMUKHOPADHYAY9
 

More from SUBRATAMUKHOPADHYAY9 (6)

Energy Transition and Net Zero initiative
Energy Transition and Net Zero initiativeEnergy Transition and Net Zero initiative
Energy Transition and Net Zero initiative
 
22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx
22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx
22PESGM3738 Policy Support in Power Sector - Added Role of Renewable Energy.pptx
 
23PESGM4066.pptx
23PESGM4066.pptx23PESGM4066.pptx
23PESGM4066.pptx
 
Deviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptx
Deviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptxDeviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptx
Deviation Settlement Mechanism for Improving Grid Frequency Regime in India.pptx
 
Academy-Industry Collaboration in Research and Innovation in Infrastructure S...
Academy-Industry Collaboration in Research and Innovation in Infrastructure S...Academy-Industry Collaboration in Research and Innovation in Infrastructure S...
Academy-Industry Collaboration in Research and Innovation in Infrastructure S...
 
21PESGM2656.pptx
21PESGM2656.pptx21PESGM2656.pptx
21PESGM2656.pptx
 

Recently uploaded

Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls in Nagpur High Profile
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Dr.Costas Sachpazis
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLDeelipZope
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxDeepakSakkari2
 
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
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )Tsuyoshi Horigome
 
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
 
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
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile servicerehmti665
 
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...Call Girls in Nagpur High Profile
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxAsutosh Ranjan
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130Suhani Kapoor
 
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
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineeringmalavadedarshan25
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxupamatechverse
 

Recently uploaded (20)

Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur EscortsCall Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
Call Girls Service Nagpur Tanvi Call 7001035870 Meet With Nagpur Escorts
 
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
Sheet Pile Wall Design and Construction: A Practical Guide for Civil Engineer...
 
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINEDJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
DJARUM4D - SLOT GACOR ONLINE | SLOT DEMO ONLINE
 
Current Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCLCurrent Transformer Drawing and GTP for MSETCL
Current Transformer Drawing and GTP for MSETCL
 
Biology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptxBiology for Computer Engineers Course Handout.pptx
Biology for Computer Engineers Course Handout.pptx
 
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
 
SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )SPICE PARK APR2024 ( 6,793 SPICE Models )
SPICE PARK APR2024 ( 6,793 SPICE Models )
 
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
 
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
 
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
 
Call Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile serviceCall Girls Delhi {Jodhpur} 9711199012 high profile service
Call Girls Delhi {Jodhpur} 9711199012 high profile service
 
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
High Profile Call Girls Nashik Megha 7001305949 Independent Escort Service Na...
 
Coefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptxCoefficient of Thermal Expansion and their Importance.pptx
Coefficient of Thermal Expansion and their Importance.pptx
 
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
VIP Call Girls Service Kondapur Hyderabad Call +91-8250192130
 
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
 
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
(RIA) Call Girls Bhosari ( 7001035870 ) HI-Fi Pune Escorts Service
 
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(ANVI) Koregaon Park Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
Internship report on mechanical engineering
Internship report on mechanical engineeringInternship report on mechanical engineering
Internship report on mechanical engineering
 
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
9953056974 Call Girls In South Ex, Escorts (Delhi) NCR.pdf
 
Introduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptxIntroduction and different types of Ethernet.pptx
Introduction and different types of Ethernet.pptx
 

23PESGM4448.pdf

  • 1. Shailendra Verma Grid Controller of India limited INDIA skverma@grid-india.in Inertia in Indian Grid with Increasing Renewable Penetration – Modelling and Experience 1 Authors: K.V.N. Pawan Kumar, S R Narasimhan Sudhanshu S. Barpanda, Debasis De, Rajiv K Porwal, Samir C. Saxena, Vivek Pandey, Rahul Shukla, Aman Gautam, Shailendra Verma, Subrata Mukhopadhyay 23PESGM4448
  • 2. people served 4.5 GW+ ~417 GW generation capacity 220 GW+ peak demand > 4.5 TWh daily energy met 468,977 ckm+ EHV transmission 1.3 Billion+ international exchanges ~173 GW renewables (including large Hydro) 14+ HVDCs 3.2 million km² area footprint 3 power exchanges ~ 120 GW Operating frequency band 49.90 -50.05 Hz inter-regional capacity 2 Indian Grid: Overview 74 % Synchronous Capacity
  • 3. Frequency Profile during major imbalance events ( PMU based data resolution 40 msec) Generation Loss:5350 MW Frequency dropped by 0.48 Hz in 15 seconds Cascading Effect resulted in Tripping at Multiple Stations 3 Outage of 765 kV Substation & Outage of 6 number of 765 kV EHV line on OV Generation Loss:7000 MW AUFLS operated in the event (Freq. ~ 49.4 Hz) 15th May 2023 Frequency dropped by 0.58 HZ
  • 4. 4 ROCOF of 7000 MW Generation loss event
  • 5. Computation of RoCoF from frequency measurements through PMU Raw data Filtered Data Average Frequency Identified Window curve fitting method for 5th order polynomial first order coefficient as initial RoCoF 5 ROCOF
  • 6. Calculations of Inertia & Power Number for a sample event Initial Frequency (Hz) 49.885 All India Generation (From NLDC SCADA) (MW) 144482 Actual Generation Loss (SCADA) (MW) 780 Calculated ROCOF from Avg Frequency (Hz/s) * 0.0167 Estimated inertia (sec) 8.06 Nadir Frequency (Hz) 49.804 Time to Reach Nadir Frequency (sec) 10.6 Frequency Drop (Hz) 0.0810 Power Number =∆𝑃/∆𝑓 (MW/Hz) 9626.65 *Captive power generation is not under monitoring in India at National/Regional Control centre which ranges from 10-15 % of total generation. *Utilisation of monitored MW in place of MVA base in calculation of inertia. 2𝐻 𝑓0 𝑑𝑓 𝑑𝑡 = 𝑃𝑚 − 𝑃𝑒 𝑆 6
  • 7. Generation Loss vs calculated RoCoF Slope is likely to decrease in case of improvement in governor response 7
  • 8. Inertia Estimation Results The Indian power system inertia has varied between 5 to 9 Seconds between Jan 2014-May 2023. The mean value of inertia is 6.5 seconds. 8
  • 9. Inertia with RE penetration System is becoming lighter with the increase in RE penetration 9
  • 10. Kinetic energy based on survey on sources of inertia 10
  • 11. All INDIA - Frequency Response Characteristic 11 Increasing trend infers Increasing System Strength FRC calculation for any load or generation loss incident involving net change of more than 1000 MW or a frequency change 0.1 Hz or more.
  • 12. Challenges in measurement based inertia estimation RoCoF values reported by PMU not suitable Important to avoid initial transient phase in calculations RoCoF values required at t=0+ Identification of suitable moving average window Assigning proper weightage to respective location frequency Identifying appropriate event for inertia estimation (sequential or aggregate) Factoring Primary response 12
  • 13. Flow chart for online inertia estimation 𝐻𝑠𝑦𝑠 = σ𝑖=1 𝑛 𝑆𝑖 ∗ 𝐻𝑖 σ𝑖=1 𝑛 𝑆𝑖 13 Online inertia monitoring using SCADA
  • 14. Inertia Monitoring at National level 14
  • 15. Inertia Monitoring at Regional level Capacity on Bar (MVA) System Inertia of Northern Region No of Units on Bar Actual Generation (MW) Kinetic Energy (MW-sec) 108 28237 109391 39828 Capacity on Bar (MVA) System Inertia of Western Region No of Units on Bar 183 78648 Actual Generation (MW) 54076 Kinetic Energy (MW-sec) 222935 Capacity on Bar (MVA) System Inertia of Southern Region No of Units on Bar 165 43088 Actual Generation (MW) 36731 Kinetic Energy (MW-sec) 157260 Capacity on Bar (MVA) No of Units on Bar 92 System Inertia of Eastern Region 29077 Actual Generation (MW) 13966 Kinetic Energy (MW-sec) 100168 Capacity on Bar (MVA) Kinetic Energy (MW-sec) 11659 System Inertia of North Eastern Region No of Units on Bar 65 4322 Actual Generation (MW) 3247 15
  • 16. Way forward Provisions in the Indian Electricity Grid Code 2023 • Mandatory tests for Solar/Wind- Real and Reactive Power Capability, Power Plant Controller Function Test, Frequency Response Test, Active Power and Reactive Power Set Point • Minimum inertia to be maintained all the time for secure and stable grid operation • ‘Frequency Response Obligation’ a new mandate in the Grid Code • Hydro/gas generating units – compensated for synchronous condenser mode operation • UFR settings and df/dt load shedding schemes depending on local load generation balance of the respective regions • Provision for unit commitment in the interest of Grid security Provisions in the Manual on Transmission Planning Criteria • Inertia studies are included under transmission planning • ROCOF shall be calculated based on simulation studies for the lowest inertia period • Generation Contingency, Load Contingency may be considered for ROCOF calculation • Calculated RoCoF should be lower than the maximum permissible RoCoF value. • The maximum permissible RoCoF shall be such that the 1st stage UFLS doesn’t get triggered and frequency remains 0.1 Hz above 1st stage of UFLS. • BESS, Synchronous Condenser etc. for fast response to arrest the frequency decline and help restore the frequency • Determination of system inertia is essential for frequency stability assessment Other Initiatives: • Possible standards on Fast Frequency Response from IBR / BESS is being deliberated • Use of retiring thermal plants as synchronous condenser for inertia support • Spatial Distribution of Inertia • Load Composition Understanding 16
  • 17. References • Report on Assessment of Inertia in Indian Power System https://posoco.in/wp-content/uploads/2022/01/Assessment-of-Inertia-in-Indian-Power-System.pdf • Indian Electricity Grid Code) Regulations, 2023 https://cercind.gov.in/Regulations/180-Regulations.pdf • Manual on Transmission Planning Criteria https://cea.nic.in/wp-content/uploads/psp___a_ii/2023/03/Manual_on_Transmission_Planning_Criteria_2023.pdf • Central Electricity Authority (Technical Standards for Connectivity to the Grid) Regulations, 2007 https://cea.nic.in/wp-content/uploads/regulations_cpt/2023/01/Connectivity_to_Grid.pdf • Central Electricity Authority (Technical Standards for Connectivity to the Grid) (Amendment) Regulations, 2019. https://cea.nic.in/wp-content/uploads/2020/02/notified_regulations.pdf • Central Electricity Authority (Technical Standards for Connectivity to the Grid) Amendment Regulations, 2013. https://cea.nic.in/wp-content/uploads/2020/02/grid_connectivity_12112013.pdf • Central Electricity Authority (Grid Standards ) Regulations, 2010 https://cea.nic.in/wp-content/uploads/2020/02/grid_standards_reg.pdf • Central Electricity Authority (Technical Standards for Connectivity of the Distributed Generation Resources) Regulations, 2013 https://cea.nic.in/wp-content/uploads/regulations_cpt/2020/09/Legal_Annexure-V.pdf 17