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McGill University G. Joos
1
Integration and Interconnection of
Distributed Energy Resources
Geza Joos, Professor
Electric Energy Systems Laboratory
Department of Electrical and
Computer Engineering
McGill University
4 November 2013
University of Illinois Urbana-Champaign
McGill University G. Joos
2
Overview and issues addressed
 Background
 Distributed generation and resources – definition and classification
 Benefits and constraints
 Grid integration issues
 Grid interconnection and relevant standards
 Distribution systems standards
 Steady state and transient operating requirements
 Protection requirements
 General requirements – types of protection
 Islanding detection
 Concluding comments
 Distributed energy resources – microgrids and isolated systems
 Future scenarios
McGill University G. Joos
Electrical power system – renewable generation
3
Conventional
Renewables
Transmission
Generation
Industry
Transpor-
tation
Commercial
Storage
Distribution
FACTS
Custom Power
HVDC
Residential
McGill University G. Joos
Future electric distribution systems – a scenario
4
(Microgrid)
(Microgrid)
McGill University G. Joos
5
Distributed generation – definition – classification
 A subset of Distributed Energy Resources (DER), comprising
electrical generators and electricity storage systems
 Size – from the kW (1) to the MW (10-20) range
 Energy resource
 Renewables – biomass, solar (concentrating and photovoltaic), wind,
small hydro
 Fossil fuels – microturbines, engine-generator sets
 Electrical storage – batteries (Lead-Acid, Li-Ion)
 Other – fuel cells (hydrogen source required)
 Connection
 Grid connected – distribution grid, dispersed or embedded generation,
may be connected close to the load center, voltage and frequency st by
the electric power system
 Isolated systems – voltage and frequency set by a reference generator
McGill University G. Joos
6
Distributed generation – definition – features
 Not centrally planned (CIGRE) – is often installed, owned and
operated by an independent power producer (IPP)
 Not centrally dispatched (CIGRE) – IPP paid for the energy
produced and may be required to provide ancillary services
(reactive power, voltage support, frequency support and regulation)
 Connection – at any point in the electric power system (IEEE)
 Interconnection studies required to determine impact on the grid
 May modify operation of the distribution grid
 Types of distributed generation
 Dispatchable (if desired) – engine-generator systems (natural gas,
biogas, small hydro)
 Non dispatchable (unless associated with electricity storage) – wind,
solar
McGill University G. Joos
7
Distributed generation – installations
 Typical installations, from large to small
 Industrial – Generating plants on industrial sites, high efficiency, in
combined heat and power (CHP) configurations
 Commercial
 Residential installations, typically solar panels (PV)
 Features of smaller power dispersed generation
 Can typically be deployed in a large number of units
 Not necessarily integrated in the generation dispatch, not under the
control of the power system operator (location, sizing, etc)
McGill University G. Joos
Distributed generation – drivers
 Promoting the use of local energy sources –
wind, solar, hydro, biomass, biogas, others
 Creating local revenue streams (electricity
sales)
 Creating employment opportunities
(manufacturing, erection, maintenance,
operation)
 Responding to public interest and concerns
about the environment – public acceptance can
be secured
 Green power – Greenhouse Gas (GHG)
reduction
8
McGill University G. Joos
Distributed generation – technical benefits
 Enhanced reliability – generation close to the load
 Peak load shaving – reduction of peak demand
 Infrastructure expansion deferral – local generation
 Distribution (and transmission) system loss
reduction – generation close to load centers
 Lower grid integration costs – local generation
reduces size of connection to the main grid
 Distribution voltage connection (rather than
transmission) – ease of installation and lower cost
 Voltage support of weak distribution grids
9
McGill University G. Joos
Distributed generation – typical installations
 Typical power plant types
 Hydraulic, 5-10 MW
 Biomass, 5-10 MW
 Biogas, 5-10 MW
 Wind, 10-25 MW
 Total installed power (2011): 61
plants, 350 MW
 Connection: MV grid (25 kV,
nominal 10 MW feeders typical
for Canadian utilities)
10
Ref: Presentation Hydro-Quebec Distribution, 2011
McGill University G. Joos
Hydro-Quebec – on-going projects 2011-2015
 Biomass
 4 plants
 25 MW on MV grid
 Commissioning 2012-2013
 Small hydro
 8 plants
 54 MW on MV grid
 Commissioning 2010-2013
 Wind power plants
 5 plants
 125 MW on MV grid
 Commissioning 2014-2015
11
McGill University G. Joos
DG connection to the grid – options
 Connection options
 Distribution network – low (LV), typically 600 V, and up to 500 kW
 Distribution network - medium voltage (MV), up to 69 kV, typically 25
kV, up to 10-20 MW
 Transmission network – aggregated units, typically 100 MW or more
 Power system impacts
 Distribution – local, typically radial systems
 Transmission – system wide, typically meshed systems
 Differing responsibilities and concerns
 Distribution – power quality (voltage), short circuit levels
 Transmission – stability, voltage support, generation dispatch
 Integration constraints – in relation to the electric power grid
 Power quality – should not be deteriorated
 Power supply reliability and security – should not be compromised
12
McGill University G. Joos
Integration and interconnection issues
 Integration of the generation into existing grids – constraints
 Operating constraints – maximum power (IPP paid for kWh produced),
desired operation at minimum reactive power (unity power factor)
 Dealing with variability and balancing requirements (if integrated into
generation dispatch) – characteristic of wind and solar installations
 Integration into the generation dispatch – requires monitoring, energy
production forecasting
 Interconnection into the existing grid – constraints
 Connection to legacy systems – protection coordination, transformer
and line loading, impact on system losses
 Reverse power flow – from end-user/producer to substation
 Increased short circuit current – DG contribution
 Operational issues – grid support requirements and contribution
13
McGill University G. Joos
Specific DG interconnection issues
 Generation power output variability
 Short term fluctuations – flicker (wind, solar)
 Long term fluctuations – voltage regulation, voltage rise at connection
 Reactive power / Voltage regulation – coordination
 Reactive compensation – interaction with switched capacitor (pf)
 Voltage regulation – impact on tap-changing transformer operation
 Impact on Volt/Var compensation – interference
 Harmonics and static power converter filter interaction
 Voltage distortion produced by power converter current harmonics
 Resonances with system compensating capacitors
 Islanding and microgrid operation
 Operation in grid connected and islanded modes – transfer
 Microgrids – possibility of islanded operation – aid to system restoration
14
McGill University G. Joos
DG interconnection and control requirements
 Reactive power and power factor control – required
 Voltage regulation – may be required (using reactive power)
 Synchronization – to the electric power system
 Response to voltage disturbances – steady state and transient
 Response to frequency disturbances – steady state and transient
 Anti-islanding – usually required (to avoid safety hazards)
 Fault, internal and external – overcurrent protection
 Power quality – harmonics, voltage distortion (flicker)
 Grounding, isolation
 Operation and fault monitoring
 Grid support – larger units
McGill University G. Joos
16
General DG standards
 Distributed resources (DR) standards
 IEEE 1547, Standard for Interconnecting Distributed Resources with
Electric Power Systems and applies to DR less than 10 MW
 Generally applicable standards for the connection of electric
equipment to the electric grid.
 IEEE in North America and IEC in Europe, cover harmonic interference
and electrical impacts on the grid.
 Most commonly used are the IEEE 519 and the IEC 61000 series.
 Utility interconnection grid codes and regulations – issued by
regional grid operators as conditions for connecting DGs to the
electric grid
McGill University G. Joos
Operational requirements – larger installations
 Based in part on conventional generation (synchronous) – may
apply to DGs connected to the distribution grid
 Voltage regulation – may be enabled
 Frequency regulation – may be required
 Low voltage ride through (LVRT) – may be required
 Power curtailment and external tripping control – may be required
 Control of rate of change of active power – ramp rates
 Other features – typically required for large wind farms (> 100 MW,
transmission connected), may be required for farms > 5-25 MW
 control of active power on demand
 reactive power on demand
 inertial response for short term frequency support
 Power System Stabilization functions (PSS) – special function
17
McGill University G. Joos
DG protection issues – general considerations
 Operational requirements
 Distribution system – must be protected from influences caused by DG
during faults and abnormal operating conditions
 DG – must be protected from faults within DG and from faults and
abnormal operating conditions caused by distribution circuits
 Specific considerations
 Impact of different DG technologies on short circuit contribution and
voltage support under faults – induction generators, synchronous
generators, static power converters (inverters)
 Impact of power flow directionality (reversal) on existing distribution
system protection
 Instantaneous reclosing following temporary faults
 Utility breaker reclosing before DG has disconnected – may lead to out-
of-phase switching – avoided by disconnecting the DG during the auto-
reclosing dead time (as low as 0.2 s)
McGill University G. Joos
19
Protection system – role and requirements
 Role – to detect and isolate only the faulty section of a system so
that to maintain the security and the stability of the system
 Abnormal conditions – include effect of short circuits, over-
frequency, overvoltages, unbalanced currents, over/under
frequency, etc.
 Protection system requirements
 rated adequately
 selective – will respond only to adverse events within their zones of
protection
 dependable – will operate when required
 secure – will not operate when not required
 Faults seen by the DG
 Short circuits on the feeder
 Loss of mains – feeder opening and islanding
McGill University G. Joos
20
Protection functions of a DG interconnection
-
cb1
~
T1 PCC -LV
bus
cb2
L1
Line1
L2
cb5
cb4
Line2 Line3
L4
cb8
T3
R7
cb7
L3
DG1 DG2
T2
R7
PCC -HV
bus
S
cb
TL
PCC - HV side PCC - LV side DG - LV side
Distance Automatic recloser Frequency (over and under frequency)
Pilot differential Fuses Voltage (over and under voltage)
Phase directional overcurrent Voltage (over and under voltage) Overcurrent (instantaneous and delayed)
Ground directional overcurrent Overcurrent (instantaneous) Loss of mains (islanding)
Automatic recloser Underfrequency Synchronization
Undervoltage Phase directional overcurrent Loss of earth (grounding)
Overvoltage Ground directional overcurrent Neutral overcurrent
Transformer differential Negative sequence (voltage, current)
Directional overcurrent Reverse power flow
Zero sequence Generator (loss of excitation, differential)
Distance relay
McGill University G. Joos
DG islanding detection – requirements
 Unintentional islanding defined as DG continuing to energize part of
distribution system when connection(s) with area-EPS are severed
(also referred to as “loss of mains”)
 IEEE 1547 - the DG shall cease to energize the Area EPS circuit to
which it is connected prior to reclosure by the Area EPS
 Repercussions of an island remaining energized include:
 Personnel safety at risk
 Poor power quality within the energized island
 Possibility of damage to connected equipment within the island,
including DG (due to voltage and frequency variations)
 Utility grid codes may allow islanded operation during major
outages – may help restore service in distribution system
21
McGill University G. Joos
Islanding detection techniques – passive
 Passive approaches
 Frequency relays (Under/Over-frequency) - use of the active power
mismatch between island load and DG production levels
 Voltage relays (Under/Over Voltage) - based on voltage variations
occurring during islanding, resulting from reactive power mismatch
 ROCOF relays (Rate Of Change Of Frequency – resulting from real
power mismatch in the case an island is created
 Reactive power rate of change – resulting from reactive power
mismatch in the case an island is created
 Other approaches
 Active protection – based on difference in area-EPS response at DG
site when islanded; injection of signature signals at specific intervals
 Communication-based protection – using a communication link
between DG and area EPS (usually at the substation level) to convey
info on loss of mains (and possibly activate a transfer-trip)
22
McGill University G. Joos
Alternative approach – intelligent relays
 Alternative (intelligent) proposed approach – passive, using only
measured signals (current, voltage and derived signals)
 Use of a multivariate approach to develop a data base of islanding
patterns
 Use of data mining to extract features from the running of a large
number of operating conditions (normal) and contingencies (faults)
 Use of extracted features to develop decision trees that define relay
settings
23
McGill University G. Joos
DG variables monitored – multivariable approach
24
McGill University G. Joos
Feature extraction – methodology
 Data Mining – a hierarchical procedure that has the ability to
identify the most critical DG variables for islanding pattern
detection, or protection handles
 Decision Trees – define decision nodes; every decision node uses
different DG variables to proceed with decision making on
identifying the islanding events
 Training data set – islanding (contingencies) and non-islanding
events
 Time dependent decision trees generated – extracted at different
time steps up to the maximum time considered/allowable
 Choice of decision tree for relay setting (best) – based on
Dependability (ability to detect an islanding event as such) and
Security (ability to identify a non-islanding event as such) indices
25
McGill University G. Joos
Performance requirements – islanding detection
 Requirements - defining maximum permissible islanding detection
time (typically 0.5 to 2 s)
 Performance indices
 Dependability and Security indices
 Speed of response, or detection time
 Existence of non detection zones
 Constraints
 accounting for Interconnection Protection response times (reclosers)
 detection of islanding and tripping before utility attempts reclosing (out
of phase reclosing may be damageable)
 Nature of relay and impact on performance requirements – short
circuit detection needs to be faster that islanding detection – allows
additional to refine the decision tree
26
McGill University G. Joos
Real Time Simulator set up – basic relay testing
27
Master subsystem
Slave subsystem #2
Slave subsystem #1
Islanding protection relay
Feature
Extractor
Voltage and
Current at
DG end
Decision
Tree
Tripping
Signal
Utility
SC level:
1000MVA
X/R: 10
T1
15 MVA
120k- 25kV
B-1
CB-1
B-2
L-1
B-8
L-10
T2
L-11
15 MVA
2.4kV- 25kV
CB-4
B-9
B-11
B-18
DG
10MVA
CB-2
B-10
Distribution
system
Part 1
Distribution
system
Part 2
Islanding
relay
McGill University G. Joos
Decision trees – typical results
28
Δf ≥ 0.16
Δf ≥ -0.1
NO
Islanding
Islanding
NO
YES
Q ≥ 0.1
YES
Non-Islanding
NO
Δf < 0
YES
Islanding
NO
Non-Islanding
YES
McGill University G. Joos
Comparative performance – relay settings
29
Protective Device Setting Time delay
Intelligent Decision Tree 100 ms
Under Frequency 59.7 Hz 100 ms
Over Frequency 60.5 Hz 100 ms
ROCOF 0.1,0.25,0.5 Hz/s 0ms, 50ms
McGill University G. Joos
Dependability indices – comparative evaluation
30
McGill University G. Joos
Security indices – comparative evaluation
31
McGill University G. Joos
Non detection zones – comparative evaluation
32
McGill University G. Joos
Feasibility and performance of intelligent relays
 The proposed data mining approach is capable of
 Identifying the DG variables that capture the signature of islanding
events, in any given time interval
 Recommending variables and thresholds for protection relay setting
 The islanding intelligent relay
 Operates within prescribed time requirements (or faster)
 Can be configured for delayed operation possible
 Dependability and security indices typical better than existing passive
techniques
 Offers improved performance, including smaller non detection zones
 Can be configured for different types of DG (rotating and power
converters based), multiple DG systems and mixed DG type systems
 Can also be used for short circuit detection (including high impedance
faults) and other types of faults
33
McGill University G. Joos
Impact of DG technology on protection design
 DG operation dependent upon the type of generator used
 Rotating converters: synchronous and induction generators
 Static power converter interfaces (inverter based): wind turbine (Type
4), solar power converters
 Mixed: doubly-fed induction generators (wind turbine, Type 3)
 Impact of the type of generator connected to the grid on protection
design
 Short circuit level – typically lower in inverter based systems (1-2 pu)
 Transients – fully controlled in inverter based systems, dependent on
controller settings
 Speed of response of real and reactive power injection – typically much
faster in inverter based systems
 Real and reactive power capability and control – independent control in
inverter based systems
34
McGill University G. Joos
DER integration – opportunities in microgrids
 DER integration into distribution systems
 As individual systems, either generation or storage, connected to a
feeder or in a substation
 Integrated into a self managed system, or microgrid
 Aggregated to form a Virtual Power Plant
 Microgrid definition – a distribution system featuring
 Sufficient local generation to allow operation in islanded mode
 A number of distributed generators and storage systems, including
generation based on renewable energy resources
 A local energy management system
 A single connection to the electric power system, with possibility of
islanded operation
 The controllers required to allow connection and disconnection and
interaction with the main
35
McGill University G. Joos
Microgrid – types and uses
 Microgrid deployment drivers – general and current
 Increasing the resiliency and reliability of critical infrastructure and
specific entities, in the context of exceptional events (storms) –
reducing dependence on central generation and the transmission grid
 Facilitating the integrating renewable energy resources – managing
variability locally
 Taking advantage of available local energy resources – renewables
and fossil fuels (shale gas)
 Reducing greenhouse gases and reliance on fossil fuels – costs
 Types, applications and loads
 Military bases – embedded or remote
 Large self managed entities – university campuses, prisons
 Industrial and commercial installations
 Communities – managing storage and generation locally
36
McGill University G. Joos
Isolated/autonomous grids – applying DER
37
Grid
Interface
ESS Community
loads
Wind
generator(s)
Diesel
plant
Dump
load
PCS
Photo-
voltaics
Synchronous
generator
Solar
Wind
Battery
storage
Distributed
Energy
Resources
Conventional
Generation
Isolated
Microgrid
McGill University G. Joos
Benefits of storage and demand response
 In conjunction with renewable DG
 Reducing power variations in variable and intermittent generation
 Ability to provide voltage support and voltage regulation
 Enabling operation of DG at peak power and efficiency
 Power quality – voltage sag and flicker mitigation
 Possibility of islanded operation – microgrid operation
 Distribution system benefits
 Ability to dispatch/store energy and manage peak demand
 Reduced line loading – managing line congestion
 Frequency regulation, black start, reactive power
 Ability to provide other ancillary services
 Ability to perform arbitrage on electricity prices – market context
38
McGill University G. Joos
Electrical storage technologies
39
Discharge
Period (h)
0.0001
0.0010
0.0100
0.1000
1.0000
10.000
0.001 0.01 0.1 1 10 100 1000 10000
Power Rating (MW)
CAES
Pumped
Hydro
NaS
Redox
Flow
Lead
Acid
Battery
Flywheel
Double
Layer
Capacitor SMES
Source: Fraunhofer UMSIGHT
McGill University G. Joos
Demand response – characteristics
 Available loads
 Electric hot water heaters – thermal storage
 Other curtailable loads – on critical
 Electric vehicle battery storage systems
 Features of loads
 Dispersed – low power, large numbers are required
 Availability – short duty cycles
 Controllability – usually only in curtailment, possibly as additional laod
 Duration of service – limited curtailment
40
McGill University G. Joos
Storage vs demand response – interchangeable?
 Demand response
 Benefits: instantaneous response
 Drawbacks: unavailability, discrete control, requires a large number of
loads (stochastic behavior)
 Others: no power quality issues, but discrete steps
 Operational: energy restoration time management
 Implementation, hardware: minimal
 Electrical storage
 Benefits: fully controllable, can inject energy into the system
 Drawbacks, implementation: complex, requires power electronic
converters, life expectancy, maintenance
 Other: losses (standby), energy efficiency
 Operational: recharging management
41
McGill University G. Joos
Distributed energy reources – scenarios 2020
 Scenario 1 – Low DG penetration (<10 %), connection mostly to the
MV grid – business as usual
 Reduction of impact on existing grid – power quality (flicker, voltage
variation)
 Source of power (MW) – limited contribution to voltage and frequency
regulation
 Islanding required in case of loss of mains
 Scenario 2 – Increase in DER penetration (> 20 %?), connection
mostly to the MV grid – individual or in microgrids
 Integration into the generation dispatch – need for monitoring and
forecasting production (wind and solar)
 Participation in ancillary services – voltage and frequency regulation
 Requirements to remain connected for temporary loss of mains – low
voltage ride through
42
McGill University G. Joos
Distributed energy resources – scenarios 2020
 Scenario 3 – Increase in the penetration of DER, with connection to
the MV grid and the low voltage grid – PV panels, smaller units,
controllable loads, including electric vehicles
 For MV connections, same considerations as for Scenario 2
 For low voltage connections (residential, commercial), with a large
number of units, a number of outstanding questions
 Integration in generation dispatch – included?
 Participation in ancillary services – frequency/voltage regulation?
 Role of smart grids in managing a large penetration
 Financial consideration – generation (feed-in tariffs), ancillary services
 impacts on the grid – power quality (voltage rise), distribution system
loading
43

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  • 1. McGill University G. Joos 1 Integration and Interconnection of Distributed Energy Resources Geza Joos, Professor Electric Energy Systems Laboratory Department of Electrical and Computer Engineering McGill University 4 November 2013 University of Illinois Urbana-Champaign
  • 2. McGill University G. Joos 2 Overview and issues addressed  Background  Distributed generation and resources – definition and classification  Benefits and constraints  Grid integration issues  Grid interconnection and relevant standards  Distribution systems standards  Steady state and transient operating requirements  Protection requirements  General requirements – types of protection  Islanding detection  Concluding comments  Distributed energy resources – microgrids and isolated systems  Future scenarios
  • 3. McGill University G. Joos Electrical power system – renewable generation 3 Conventional Renewables Transmission Generation Industry Transpor- tation Commercial Storage Distribution FACTS Custom Power HVDC Residential
  • 4. McGill University G. Joos Future electric distribution systems – a scenario 4 (Microgrid) (Microgrid)
  • 5. McGill University G. Joos 5 Distributed generation – definition – classification  A subset of Distributed Energy Resources (DER), comprising electrical generators and electricity storage systems  Size – from the kW (1) to the MW (10-20) range  Energy resource  Renewables – biomass, solar (concentrating and photovoltaic), wind, small hydro  Fossil fuels – microturbines, engine-generator sets  Electrical storage – batteries (Lead-Acid, Li-Ion)  Other – fuel cells (hydrogen source required)  Connection  Grid connected – distribution grid, dispersed or embedded generation, may be connected close to the load center, voltage and frequency st by the electric power system  Isolated systems – voltage and frequency set by a reference generator
  • 6. McGill University G. Joos 6 Distributed generation – definition – features  Not centrally planned (CIGRE) – is often installed, owned and operated by an independent power producer (IPP)  Not centrally dispatched (CIGRE) – IPP paid for the energy produced and may be required to provide ancillary services (reactive power, voltage support, frequency support and regulation)  Connection – at any point in the electric power system (IEEE)  Interconnection studies required to determine impact on the grid  May modify operation of the distribution grid  Types of distributed generation  Dispatchable (if desired) – engine-generator systems (natural gas, biogas, small hydro)  Non dispatchable (unless associated with electricity storage) – wind, solar
  • 7. McGill University G. Joos 7 Distributed generation – installations  Typical installations, from large to small  Industrial – Generating plants on industrial sites, high efficiency, in combined heat and power (CHP) configurations  Commercial  Residential installations, typically solar panels (PV)  Features of smaller power dispersed generation  Can typically be deployed in a large number of units  Not necessarily integrated in the generation dispatch, not under the control of the power system operator (location, sizing, etc)
  • 8. McGill University G. Joos Distributed generation – drivers  Promoting the use of local energy sources – wind, solar, hydro, biomass, biogas, others  Creating local revenue streams (electricity sales)  Creating employment opportunities (manufacturing, erection, maintenance, operation)  Responding to public interest and concerns about the environment – public acceptance can be secured  Green power – Greenhouse Gas (GHG) reduction 8
  • 9. McGill University G. Joos Distributed generation – technical benefits  Enhanced reliability – generation close to the load  Peak load shaving – reduction of peak demand  Infrastructure expansion deferral – local generation  Distribution (and transmission) system loss reduction – generation close to load centers  Lower grid integration costs – local generation reduces size of connection to the main grid  Distribution voltage connection (rather than transmission) – ease of installation and lower cost  Voltage support of weak distribution grids 9
  • 10. McGill University G. Joos Distributed generation – typical installations  Typical power plant types  Hydraulic, 5-10 MW  Biomass, 5-10 MW  Biogas, 5-10 MW  Wind, 10-25 MW  Total installed power (2011): 61 plants, 350 MW  Connection: MV grid (25 kV, nominal 10 MW feeders typical for Canadian utilities) 10 Ref: Presentation Hydro-Quebec Distribution, 2011
  • 11. McGill University G. Joos Hydro-Quebec – on-going projects 2011-2015  Biomass  4 plants  25 MW on MV grid  Commissioning 2012-2013  Small hydro  8 plants  54 MW on MV grid  Commissioning 2010-2013  Wind power plants  5 plants  125 MW on MV grid  Commissioning 2014-2015 11
  • 12. McGill University G. Joos DG connection to the grid – options  Connection options  Distribution network – low (LV), typically 600 V, and up to 500 kW  Distribution network - medium voltage (MV), up to 69 kV, typically 25 kV, up to 10-20 MW  Transmission network – aggregated units, typically 100 MW or more  Power system impacts  Distribution – local, typically radial systems  Transmission – system wide, typically meshed systems  Differing responsibilities and concerns  Distribution – power quality (voltage), short circuit levels  Transmission – stability, voltage support, generation dispatch  Integration constraints – in relation to the electric power grid  Power quality – should not be deteriorated  Power supply reliability and security – should not be compromised 12
  • 13. McGill University G. Joos Integration and interconnection issues  Integration of the generation into existing grids – constraints  Operating constraints – maximum power (IPP paid for kWh produced), desired operation at minimum reactive power (unity power factor)  Dealing with variability and balancing requirements (if integrated into generation dispatch) – characteristic of wind and solar installations  Integration into the generation dispatch – requires monitoring, energy production forecasting  Interconnection into the existing grid – constraints  Connection to legacy systems – protection coordination, transformer and line loading, impact on system losses  Reverse power flow – from end-user/producer to substation  Increased short circuit current – DG contribution  Operational issues – grid support requirements and contribution 13
  • 14. McGill University G. Joos Specific DG interconnection issues  Generation power output variability  Short term fluctuations – flicker (wind, solar)  Long term fluctuations – voltage regulation, voltage rise at connection  Reactive power / Voltage regulation – coordination  Reactive compensation – interaction with switched capacitor (pf)  Voltage regulation – impact on tap-changing transformer operation  Impact on Volt/Var compensation – interference  Harmonics and static power converter filter interaction  Voltage distortion produced by power converter current harmonics  Resonances with system compensating capacitors  Islanding and microgrid operation  Operation in grid connected and islanded modes – transfer  Microgrids – possibility of islanded operation – aid to system restoration 14
  • 15. McGill University G. Joos DG interconnection and control requirements  Reactive power and power factor control – required  Voltage regulation – may be required (using reactive power)  Synchronization – to the electric power system  Response to voltage disturbances – steady state and transient  Response to frequency disturbances – steady state and transient  Anti-islanding – usually required (to avoid safety hazards)  Fault, internal and external – overcurrent protection  Power quality – harmonics, voltage distortion (flicker)  Grounding, isolation  Operation and fault monitoring  Grid support – larger units
  • 16. McGill University G. Joos 16 General DG standards  Distributed resources (DR) standards  IEEE 1547, Standard for Interconnecting Distributed Resources with Electric Power Systems and applies to DR less than 10 MW  Generally applicable standards for the connection of electric equipment to the electric grid.  IEEE in North America and IEC in Europe, cover harmonic interference and electrical impacts on the grid.  Most commonly used are the IEEE 519 and the IEC 61000 series.  Utility interconnection grid codes and regulations – issued by regional grid operators as conditions for connecting DGs to the electric grid
  • 17. McGill University G. Joos Operational requirements – larger installations  Based in part on conventional generation (synchronous) – may apply to DGs connected to the distribution grid  Voltage regulation – may be enabled  Frequency regulation – may be required  Low voltage ride through (LVRT) – may be required  Power curtailment and external tripping control – may be required  Control of rate of change of active power – ramp rates  Other features – typically required for large wind farms (> 100 MW, transmission connected), may be required for farms > 5-25 MW  control of active power on demand  reactive power on demand  inertial response for short term frequency support  Power System Stabilization functions (PSS) – special function 17
  • 18. McGill University G. Joos DG protection issues – general considerations  Operational requirements  Distribution system – must be protected from influences caused by DG during faults and abnormal operating conditions  DG – must be protected from faults within DG and from faults and abnormal operating conditions caused by distribution circuits  Specific considerations  Impact of different DG technologies on short circuit contribution and voltage support under faults – induction generators, synchronous generators, static power converters (inverters)  Impact of power flow directionality (reversal) on existing distribution system protection  Instantaneous reclosing following temporary faults  Utility breaker reclosing before DG has disconnected – may lead to out- of-phase switching – avoided by disconnecting the DG during the auto- reclosing dead time (as low as 0.2 s)
  • 19. McGill University G. Joos 19 Protection system – role and requirements  Role – to detect and isolate only the faulty section of a system so that to maintain the security and the stability of the system  Abnormal conditions – include effect of short circuits, over- frequency, overvoltages, unbalanced currents, over/under frequency, etc.  Protection system requirements  rated adequately  selective – will respond only to adverse events within their zones of protection  dependable – will operate when required  secure – will not operate when not required  Faults seen by the DG  Short circuits on the feeder  Loss of mains – feeder opening and islanding
  • 20. McGill University G. Joos 20 Protection functions of a DG interconnection - cb1 ~ T1 PCC -LV bus cb2 L1 Line1 L2 cb5 cb4 Line2 Line3 L4 cb8 T3 R7 cb7 L3 DG1 DG2 T2 R7 PCC -HV bus S cb TL PCC - HV side PCC - LV side DG - LV side Distance Automatic recloser Frequency (over and under frequency) Pilot differential Fuses Voltage (over and under voltage) Phase directional overcurrent Voltage (over and under voltage) Overcurrent (instantaneous and delayed) Ground directional overcurrent Overcurrent (instantaneous) Loss of mains (islanding) Automatic recloser Underfrequency Synchronization Undervoltage Phase directional overcurrent Loss of earth (grounding) Overvoltage Ground directional overcurrent Neutral overcurrent Transformer differential Negative sequence (voltage, current) Directional overcurrent Reverse power flow Zero sequence Generator (loss of excitation, differential) Distance relay
  • 21. McGill University G. Joos DG islanding detection – requirements  Unintentional islanding defined as DG continuing to energize part of distribution system when connection(s) with area-EPS are severed (also referred to as “loss of mains”)  IEEE 1547 - the DG shall cease to energize the Area EPS circuit to which it is connected prior to reclosure by the Area EPS  Repercussions of an island remaining energized include:  Personnel safety at risk  Poor power quality within the energized island  Possibility of damage to connected equipment within the island, including DG (due to voltage and frequency variations)  Utility grid codes may allow islanded operation during major outages – may help restore service in distribution system 21
  • 22. McGill University G. Joos Islanding detection techniques – passive  Passive approaches  Frequency relays (Under/Over-frequency) - use of the active power mismatch between island load and DG production levels  Voltage relays (Under/Over Voltage) - based on voltage variations occurring during islanding, resulting from reactive power mismatch  ROCOF relays (Rate Of Change Of Frequency – resulting from real power mismatch in the case an island is created  Reactive power rate of change – resulting from reactive power mismatch in the case an island is created  Other approaches  Active protection – based on difference in area-EPS response at DG site when islanded; injection of signature signals at specific intervals  Communication-based protection – using a communication link between DG and area EPS (usually at the substation level) to convey info on loss of mains (and possibly activate a transfer-trip) 22
  • 23. McGill University G. Joos Alternative approach – intelligent relays  Alternative (intelligent) proposed approach – passive, using only measured signals (current, voltage and derived signals)  Use of a multivariate approach to develop a data base of islanding patterns  Use of data mining to extract features from the running of a large number of operating conditions (normal) and contingencies (faults)  Use of extracted features to develop decision trees that define relay settings 23
  • 24. McGill University G. Joos DG variables monitored – multivariable approach 24
  • 25. McGill University G. Joos Feature extraction – methodology  Data Mining – a hierarchical procedure that has the ability to identify the most critical DG variables for islanding pattern detection, or protection handles  Decision Trees – define decision nodes; every decision node uses different DG variables to proceed with decision making on identifying the islanding events  Training data set – islanding (contingencies) and non-islanding events  Time dependent decision trees generated – extracted at different time steps up to the maximum time considered/allowable  Choice of decision tree for relay setting (best) – based on Dependability (ability to detect an islanding event as such) and Security (ability to identify a non-islanding event as such) indices 25
  • 26. McGill University G. Joos Performance requirements – islanding detection  Requirements - defining maximum permissible islanding detection time (typically 0.5 to 2 s)  Performance indices  Dependability and Security indices  Speed of response, or detection time  Existence of non detection zones  Constraints  accounting for Interconnection Protection response times (reclosers)  detection of islanding and tripping before utility attempts reclosing (out of phase reclosing may be damageable)  Nature of relay and impact on performance requirements – short circuit detection needs to be faster that islanding detection – allows additional to refine the decision tree 26
  • 27. McGill University G. Joos Real Time Simulator set up – basic relay testing 27 Master subsystem Slave subsystem #2 Slave subsystem #1 Islanding protection relay Feature Extractor Voltage and Current at DG end Decision Tree Tripping Signal Utility SC level: 1000MVA X/R: 10 T1 15 MVA 120k- 25kV B-1 CB-1 B-2 L-1 B-8 L-10 T2 L-11 15 MVA 2.4kV- 25kV CB-4 B-9 B-11 B-18 DG 10MVA CB-2 B-10 Distribution system Part 1 Distribution system Part 2 Islanding relay
  • 28. McGill University G. Joos Decision trees – typical results 28 Δf ≥ 0.16 Δf ≥ -0.1 NO Islanding Islanding NO YES Q ≥ 0.1 YES Non-Islanding NO Δf < 0 YES Islanding NO Non-Islanding YES
  • 29. McGill University G. Joos Comparative performance – relay settings 29 Protective Device Setting Time delay Intelligent Decision Tree 100 ms Under Frequency 59.7 Hz 100 ms Over Frequency 60.5 Hz 100 ms ROCOF 0.1,0.25,0.5 Hz/s 0ms, 50ms
  • 30. McGill University G. Joos Dependability indices – comparative evaluation 30
  • 31. McGill University G. Joos Security indices – comparative evaluation 31
  • 32. McGill University G. Joos Non detection zones – comparative evaluation 32
  • 33. McGill University G. Joos Feasibility and performance of intelligent relays  The proposed data mining approach is capable of  Identifying the DG variables that capture the signature of islanding events, in any given time interval  Recommending variables and thresholds for protection relay setting  The islanding intelligent relay  Operates within prescribed time requirements (or faster)  Can be configured for delayed operation possible  Dependability and security indices typical better than existing passive techniques  Offers improved performance, including smaller non detection zones  Can be configured for different types of DG (rotating and power converters based), multiple DG systems and mixed DG type systems  Can also be used for short circuit detection (including high impedance faults) and other types of faults 33
  • 34. McGill University G. Joos Impact of DG technology on protection design  DG operation dependent upon the type of generator used  Rotating converters: synchronous and induction generators  Static power converter interfaces (inverter based): wind turbine (Type 4), solar power converters  Mixed: doubly-fed induction generators (wind turbine, Type 3)  Impact of the type of generator connected to the grid on protection design  Short circuit level – typically lower in inverter based systems (1-2 pu)  Transients – fully controlled in inverter based systems, dependent on controller settings  Speed of response of real and reactive power injection – typically much faster in inverter based systems  Real and reactive power capability and control – independent control in inverter based systems 34
  • 35. McGill University G. Joos DER integration – opportunities in microgrids  DER integration into distribution systems  As individual systems, either generation or storage, connected to a feeder or in a substation  Integrated into a self managed system, or microgrid  Aggregated to form a Virtual Power Plant  Microgrid definition – a distribution system featuring  Sufficient local generation to allow operation in islanded mode  A number of distributed generators and storage systems, including generation based on renewable energy resources  A local energy management system  A single connection to the electric power system, with possibility of islanded operation  The controllers required to allow connection and disconnection and interaction with the main 35
  • 36. McGill University G. Joos Microgrid – types and uses  Microgrid deployment drivers – general and current  Increasing the resiliency and reliability of critical infrastructure and specific entities, in the context of exceptional events (storms) – reducing dependence on central generation and the transmission grid  Facilitating the integrating renewable energy resources – managing variability locally  Taking advantage of available local energy resources – renewables and fossil fuels (shale gas)  Reducing greenhouse gases and reliance on fossil fuels – costs  Types, applications and loads  Military bases – embedded or remote  Large self managed entities – university campuses, prisons  Industrial and commercial installations  Communities – managing storage and generation locally 36
  • 37. McGill University G. Joos Isolated/autonomous grids – applying DER 37 Grid Interface ESS Community loads Wind generator(s) Diesel plant Dump load PCS Photo- voltaics Synchronous generator Solar Wind Battery storage Distributed Energy Resources Conventional Generation Isolated Microgrid
  • 38. McGill University G. Joos Benefits of storage and demand response  In conjunction with renewable DG  Reducing power variations in variable and intermittent generation  Ability to provide voltage support and voltage regulation  Enabling operation of DG at peak power and efficiency  Power quality – voltage sag and flicker mitigation  Possibility of islanded operation – microgrid operation  Distribution system benefits  Ability to dispatch/store energy and manage peak demand  Reduced line loading – managing line congestion  Frequency regulation, black start, reactive power  Ability to provide other ancillary services  Ability to perform arbitrage on electricity prices – market context 38
  • 39. McGill University G. Joos Electrical storage technologies 39 Discharge Period (h) 0.0001 0.0010 0.0100 0.1000 1.0000 10.000 0.001 0.01 0.1 1 10 100 1000 10000 Power Rating (MW) CAES Pumped Hydro NaS Redox Flow Lead Acid Battery Flywheel Double Layer Capacitor SMES Source: Fraunhofer UMSIGHT
  • 40. McGill University G. Joos Demand response – characteristics  Available loads  Electric hot water heaters – thermal storage  Other curtailable loads – on critical  Electric vehicle battery storage systems  Features of loads  Dispersed – low power, large numbers are required  Availability – short duty cycles  Controllability – usually only in curtailment, possibly as additional laod  Duration of service – limited curtailment 40
  • 41. McGill University G. Joos Storage vs demand response – interchangeable?  Demand response  Benefits: instantaneous response  Drawbacks: unavailability, discrete control, requires a large number of loads (stochastic behavior)  Others: no power quality issues, but discrete steps  Operational: energy restoration time management  Implementation, hardware: minimal  Electrical storage  Benefits: fully controllable, can inject energy into the system  Drawbacks, implementation: complex, requires power electronic converters, life expectancy, maintenance  Other: losses (standby), energy efficiency  Operational: recharging management 41
  • 42. McGill University G. Joos Distributed energy reources – scenarios 2020  Scenario 1 – Low DG penetration (<10 %), connection mostly to the MV grid – business as usual  Reduction of impact on existing grid – power quality (flicker, voltage variation)  Source of power (MW) – limited contribution to voltage and frequency regulation  Islanding required in case of loss of mains  Scenario 2 – Increase in DER penetration (> 20 %?), connection mostly to the MV grid – individual or in microgrids  Integration into the generation dispatch – need for monitoring and forecasting production (wind and solar)  Participation in ancillary services – voltage and frequency regulation  Requirements to remain connected for temporary loss of mains – low voltage ride through 42
  • 43. McGill University G. Joos Distributed energy resources – scenarios 2020  Scenario 3 – Increase in the penetration of DER, with connection to the MV grid and the low voltage grid – PV panels, smaller units, controllable loads, including electric vehicles  For MV connections, same considerations as for Scenario 2  For low voltage connections (residential, commercial), with a large number of units, a number of outstanding questions  Integration in generation dispatch – included?  Participation in ancillary services – frequency/voltage regulation?  Role of smart grids in managing a large penetration  Financial consideration – generation (feed-in tariffs), ancillary services  impacts on the grid – power quality (voltage rise), distribution system loading 43