SlideShare a Scribd company logo
1 of 13
Download to read offline
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Jeff Smith
Manager, Power System Studies
Dr. Matthew Rylander
Technical Leader, Power System Studies
Implementing Hosting
Capacity Methods into
Existing Planning
Tools
PV Systems Symposium
PV Grid Integration Workshop Agenda
Tuesday, May 10, 2016
2
© 2015 Electric Power Research Institute, Inc. All rights reserved.
What is Hosting Capacity and Why is it So Important?
 Definition:
– Hosting Capacity is the amount
of DER that can be
accommodated without
adversely impacting power
quality or reliability under
current configurations and
without requiring infrastructure
upgrades.
 Hosting Capacity is
– Location dependent
– Feeder-specific
– Time-varying
 Hosting capacity considers DER
interconnection without allowing
– Voltage/flicker violations,
– Protection mis-operation
– Thermal overloads
– Decreased safety/reliability/power quality
Hosting Capacity can be used to
inform utility interconnection
processes and to support DG
developer understanding of more
favorable locations for interconnection
Develop original
method
Utility
application
Streamlined
method
development
Utility
application
Vendor
implementation
2010 2011 2014 2015 2016/17
Evolution of Hosting Capacity Methodology
3
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Evolution of Hosting Capacity
Methods
 Detailed hosting capacity methods first used to quantify
– How much DER can be accommodated
– Where can DER be accommodated
– What distribution impacts occur
 Industry-wide application
– Over 6 million unique DER deployment
scenarios evaluated across >30 feeders
and > 12 utilities
 Lessons learned
– Location matters
– No two feeders are alike – feeder
clustering not sufficient
– Rules-of-thumb aren’t effective
(DER as % of load for example)
– Detailed analysis not easily replicable
across large number of feeders
 New methods can be developed based
learnings to “streamline” the analysis
Utility Participation in EPRI Hosting Capacity Evaluations
Main map: © 2012 MicrosoftCorporation. Imagery © Microsoft– available exclusively by DigitalGlobe (Bing Maps Terms of Use: http://go.microsoft.com/?linkid=9710837). Inset map: Map data © 2012 Google
Distribution Feeder
PV Impact Heat Map
PVImpact
Develop original
method
Utility
application
Streamlined
method
development
Utility
application
Vendor
implementation
2010 2011 2014 2015 2016/17
1.035
1.04
1.045
1.05
1.055
1.06
1.065
1.07
0 0.5 1 1.5 2
A B C
Worst-CaseResultforEach
UniqueDERDeployment
Increasing penetration (MW)
Threshold of violation
A – All penetrations in
this region are
acceptable, regardless
of location
B – Some penetrations
in this region are
acceptable, site specific
C – No penetrations in
this region are
acceptable, regardless
of location
4
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Large “Scale” of Distribution System Creates Challenges for
Distribution Planners
• Typical utility responsible for 100’s to
1000’s of distribution feeders
• Each feeder uniquely designed and
operated to reliably serve all customers
• Methods needed that can be applied
across entire distribution service territory
• Capture unique feeder-specific responsesGranular
• As distribution feeders changeRepeatable
• System-wide assessmentScalable
• Clear and open methods for analysisTransparent
• Validated techniquesProven
• Utilize readily available utility data and toolsAvailable
EPRI’s Streamlined
Hosting Capacity Method
5
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Streamlined Hosting
Capacity Method – What is it?
The Input
 Utilizes existing planning tools
– CYME, Milsoft, Synergi
The Method
 Developed from years of detailed
hosting capacity analysis
 Validated and open methods
The Output
 Effectively and efficiently analyzes each
and every feeder in system
 Considers DER size and location
– Small distributed and large
centralized DER
 Considers DER technology and impacts
– PV, wind, storage, etc
– Voltage, thermal, protection
Input Method Output
case by case
look needed
Location √
no impact
Location X
Potential risk
Details on Streamlined Method: EPRI Report 3002003278, 2015
Develop original
method
Utility
application
Streamlining
method
development
Streamlined
method
application
Vendor
implementation
2010 2011 2014 2015 2016/17
6
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Key Aspects of Hosting Capacity Method
Power System Criteria and DER
Power System
Criteria
Thermal
Substation
transformer
Primary
conductor
Service
Transformer
Secondary
Conductor
Power
Quality/Voltage
Sudden (fast)
voltage change
Steady-state
voltage
Voltage regulator
impact
Load tap changer
impact
Protection
Relay reduction of
reach
Sympathetic
tripping
Element fault
current
Reverse power
flow
Reliability/Safety
Unintentional
islanding
Operational
flexibility
Substation
Distributed 1 Distributed N
Substation
Centralized 1 Centralized N
DER Size and Location
Distributed and Centralized
Unique DER Technology
7
© 2015 Electric Power Research Institute, Inc. All rights reserved.
What does the Streamlined Method tell us?
– Where issues occur with DER
and at what penetration level
(better or worse locations)
– How much aggregate DER a
feeder can host
– When the system changes, how
hosting capacity impacted
– The aggregate level of DER that
can be accommodated at the
substation level
– The amount of DER that can be
accommodated across the
entire system
– The range of issues for
accommodating DER across the
entire distribution system
=
Feeder Level
Feeder Level
Feeder Level
Substation Level
8
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Utility Applications
 Utility Participants to date
– TVA
– Southern Company
– Salt River Project
– XCEL Energy
– SCE
– Central Hudson
– CFE
– HydroOne
– ESKOM
 >3500 feeders analyzed thus far
 Software tools to date
– CYME
– Synergi
– Milsoft
Develop original
method
Utility
application
Streamlined
method
development
Utility
application
Vendor
implementation
2010 2011 2014 2015 2016/17
Screening new DER
Mapping of DER impacts on
distribution
Planning for DER
Distribution system-wide evaluation
of DER
Evaluation of distribution-connected
DER fro bulk system analysis
9
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Substation Marker *Hosting Capacity
Sample Results
System Hosting Capacity
(~ 300 distribution feeders)
Substation-level
Hosting Capacity
Feeder-level
Hosting Capacity
*Initial analysis results from TVA/
EPB study, results not finalized
lower
higher
10
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Implementing the Hosting
Capacity Method into Existing Distribution Planning Tools
 Distribution Resource Integration and
Value Estimation (DRIVE) tool
 Rather than develop a new software
tool, EPRI has focused efforts on
implementation into existing planning
tools
 Benefits of using existing planning
tools
– Necessary data resides in existing
planning tools
– Does not require “translating” data to
other software platforms (requiring
updating other software databases)
– Can be used as part of toolset within
planning tools for multiple purposes
 Screening
 Planning
 Cost-benefit analysis
Incorporating EPRI’s Hosting
Capacity Method into existing utility
planning tool
EPRI’s
DRIVE
Tool
Existing Planning
Tools
(CYME, Milsoft,
Synergi, PowerFactory,
etc.)
Develop original
method
Utility
application
Streamlined
method
development
Utility
application
Vendor
implementation
/
11
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Summary
 Hosting capacity analysis
captures necessary impacts of
DER
 Many applications for hosting
capacity (including screening)
 Hosting capacity can be
determined within existing
planning tools
 Based upon rigorous analysis,
EPRI has developed a
streamlined hosting capacity
method that is compatible with
existing planning tools
 EPRI is currently working with
software vendors for incorporation
into distribution planning tools
Development Implementation Delivery
OPENDSS
2014-2015
CYME
2016
Synergi, Milsoft,
PowerFactory, etc
2016/2017
12
© 2015 Electric Power Research Institute, Inc. All rights reserved.
References
Detailed Hosting Capacity Method
 Impact of High-Penetration PV on Distribution System Performance: Example Cases
and Analysis Approach. EPRI, Palo Alto, CA: 2011. 1021982
 Analysis of High-Penetration Solar PV Impacts for Distribution Planning: Stochastic
and Time-Series Methods for Determining Feeder Hosting Capacity. EPRI, Palo Alto,
CA: 2012. 1026640
 Rylander, M., Smith, J., “Comprehensive Approach for Determining Distribution
Network Hosting Capacity for Solar PV”, 2nd International Workshop on Integration
of Solar Power Into Power Systems, Lisbon, Portugal, Nov 2012.
 Rylander, M., Smith, J., "Stochastic Approach for Distribution Planning with
Distributed Energy Resources", 2012 CIGRE Grid of the Future Symposium, Kansas
City, MO, 2012
 Rylander, M., Smith, J., "Comprehensive Approach for Determining Distribution
Network Hosting Capacity for Solar PV", 2nd International Workshop on Integration
of Solar Power Into Distribution Systems, 12-13 November, 2012
 Distributed Photovoltaic Feeder Analysis: Preliminary Findings from Hosting Capacity
Analysis of 18 Distribution Feeders. EPRI, Palo Alto, CA: 2013. 3002001245.
 Alternatives to the 15% Rule: Modeling and Hosting Capacity Analysis of 16
Feeders. EPRI, Palo Alto, CA: 2015. 3002005812.
Streamlined Hosting Capacity Method
 Integration of Hosting Capacity Analysis into Distribution Planning Tools. EPRI, Palo
Alto, CA: 2016. 3002005793
 A New Method for Characterizing Distribution System Hosting Capacity for
Distributed Energy Resources: A Streamlined Approach for Solar Photovoltaics.
EPRI, Palo Alto, CA: 2014. 3002003278.
 Rylander, M., Smith, J., Sunderman, W., “Streamlined Method For Determining
Distribution System Hosting Capacity”, 23rd International Conference on Electricity
Distribution, CIRED, Lyon, France, 2015
 Rylander, M., Smith, J., Sunderman, W., “Streamlined Method For Determining
Distribution System Hosting Capacity”, Rural Electric Power Conference, Asheville,
NC, 2015 (accepted for IAS Transactions)
 Distribution Feeder Hosting Capacity: What Matters When Planning for DER?. EPRI,
Palo Alto, CA: 2015. 3002004777
 Smith, J., Rylander, M., Rogers, L., Dugan, R., “It’s All in the Plans: Maximizing the
Benefits and Minimizing the Impacts of DERs in an Integrated Grid”, Power and
Energy Magazine, March/April 2015.
Public White Paper
Integration of Hosting Capacity Analysis into Distribution
Planning Tools. EPRI, Palo Alto, CA: 2016. 3002005793
13
© 2015 Electric Power Research Institute, Inc. All rights reserved.
Questions…
Jeff Smith, jsmith@epri.com
Dr. Matthew Rylander, mrylander@epri.com

More Related Content

What's hot

Overload capacity of power transformers
Overload capacity of power transformersOverload capacity of power transformers
Overload capacity of power transformersLeonardo ENERGY
 
automatic power factor correction
automatic power factor correction automatic power factor correction
automatic power factor correction Febin Paul
 
WIDE AREA MANAGEMENT SYSTEM
WIDE AREA MANAGEMENT SYSTEMWIDE AREA MANAGEMENT SYSTEM
WIDE AREA MANAGEMENT SYSTEMDivya Yennam
 
Control of hvdc system
Control of hvdc systemControl of hvdc system
Control of hvdc systemAazim Rasool
 
Smart Grid Components.pptx
Smart Grid Components.pptxSmart Grid Components.pptx
Smart Grid Components.pptxGeeK21
 
IRJET- Solar Power Monitoring System using IoT
IRJET-  	  Solar Power Monitoring System using IoTIRJET-  	  Solar Power Monitoring System using IoT
IRJET- Solar Power Monitoring System using IoTIRJET Journal
 
Fault Level Calculation
Fault Level CalculationFault Level Calculation
Fault Level CalculationDinesh Sarda
 
Smart energy meter ppt
Smart energy meter   pptSmart energy meter   ppt
Smart energy meter pptRitam Giri
 
Ajal UPQC
Ajal UPQC Ajal UPQC
Ajal UPQC AJAL A J
 
Contingency analysis
Contingency analysisContingency analysis
Contingency analysisSajan Sahu
 
Wide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & ApplicationsWide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & ApplicationsPower System Operation
 
FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE USING BPP...
FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE  USING BPP...FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE  USING BPP...
FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE USING BPP...Politeknik Negeri Ujung Pandang
 
Automatic Power Factor Detection And Correction using Arduino
Automatic Power Factor Detection And Correction using ArduinoAutomatic Power Factor Detection And Correction using Arduino
Automatic Power Factor Detection And Correction using ArduinoSouvik Dutta
 
presentation on substation layout and BUS bar arrangement.
presentation on substation layout and BUS bar arrangement.presentation on substation layout and BUS bar arrangement.
presentation on substation layout and BUS bar arrangement.Hemendra Kumar Rajput
 
Protection and control of Microgrid
Protection and control of MicrogridProtection and control of Microgrid
Protection and control of MicrogridAmarjeet S Pandey
 

What's hot (20)

Load forecasting
Load forecastingLoad forecasting
Load forecasting
 
Overload capacity of power transformers
Overload capacity of power transformersOverload capacity of power transformers
Overload capacity of power transformers
 
automatic power factor correction
automatic power factor correction automatic power factor correction
automatic power factor correction
 
WIDE AREA MANAGEMENT SYSTEM
WIDE AREA MANAGEMENT SYSTEMWIDE AREA MANAGEMENT SYSTEM
WIDE AREA MANAGEMENT SYSTEM
 
Control of hvdc system
Control of hvdc systemControl of hvdc system
Control of hvdc system
 
Mppt
MpptMppt
Mppt
 
Smart Grid Components.pptx
Smart Grid Components.pptxSmart Grid Components.pptx
Smart Grid Components.pptx
 
IRJET- Solar Power Monitoring System using IoT
IRJET-  	  Solar Power Monitoring System using IoTIRJET-  	  Solar Power Monitoring System using IoT
IRJET- Solar Power Monitoring System using IoT
 
Fault Level Calculation
Fault Level CalculationFault Level Calculation
Fault Level Calculation
 
Smart energy meter ppt
Smart energy meter   pptSmart energy meter   ppt
Smart energy meter ppt
 
Ajal UPQC
Ajal UPQC Ajal UPQC
Ajal UPQC
 
Power system planing and operation (pce5312) chapter three
Power system planing and operation (pce5312) chapter threePower system planing and operation (pce5312) chapter three
Power system planing and operation (pce5312) chapter three
 
Contingency analysis
Contingency analysisContingency analysis
Contingency analysis
 
Power Quality Audit.pptx
Power Quality Audit.pptxPower Quality Audit.pptx
Power Quality Audit.pptx
 
Wide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & ApplicationsWide Area Monitoring System WAMS & Applications
Wide Area Monitoring System WAMS & Applications
 
FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE USING BPP...
FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE  USING BPP...FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE  USING BPP...
FAULT DETECTION AND CLASSIFICATION ON TRANSMISSION OVERHEAD LINE USING BPP...
 
Automatic Power Factor Detection And Correction using Arduino
Automatic Power Factor Detection And Correction using ArduinoAutomatic Power Factor Detection And Correction using Arduino
Automatic Power Factor Detection And Correction using Arduino
 
presentation on substation layout and BUS bar arrangement.
presentation on substation layout and BUS bar arrangement.presentation on substation layout and BUS bar arrangement.
presentation on substation layout and BUS bar arrangement.
 
Protection and control of Microgrid
Protection and control of MicrogridProtection and control of Microgrid
Protection and control of Microgrid
 
Load flow studies 19
Load flow studies 19Load flow studies 19
Load flow studies 19
 

Similar to 02 smith epri_smith_hosting_capacity

ACEEE EE as a Grid Resource
ACEEE EE as a Grid ResourceACEEE EE as a Grid Resource
ACEEE EE as a Grid ResourcePatty Cook
 
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...John Dirkman, PE
 
Show and Tell - Flexibility & Hydrogen Integration.pdf
Show and Tell - Flexibility & Hydrogen Integration.pdfShow and Tell - Flexibility & Hydrogen Integration.pdf
Show and Tell - Flexibility & Hydrogen Integration.pdfSIFOfgem
 
15325008%2 e2014%2e1002589
15325008%2 e2014%2e100258915325008%2 e2014%2e1002589
15325008%2 e2014%2e1002589rehman1oo
 
System Level Data and Technology Requirements of REV
System Level Data and Technology Requirements of REV System Level Data and Technology Requirements of REV
System Level Data and Technology Requirements of REV Smarter Grid Solutions
 
Sri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdf
Sri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdfSri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdf
Sri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdfPrivate Consultants
 
Tips for Utilities and Regulators on Distribution Planning and Distributed En...
Tips for Utilities and Regulators on Distribution Planning and Distributed En...Tips for Utilities and Regulators on Distribution Planning and Distributed En...
Tips for Utilities and Regulators on Distribution Planning and Distributed En...Smart Grid Northwest
 
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...Utility Distribution Planning and Distributed Energy Resource Integration: EQ...
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...Smart Grid Northwest
 
PG&E_Distribution_Resource_Plan_Summary
PG&E_Distribution_Resource_Plan_SummaryPG&E_Distribution_Resource_Plan_Summary
PG&E_Distribution_Resource_Plan_SummaryThomas Russell, PE
 
Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...
Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...
Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...lenses
 
Can the dream of 100% renewable energy be a reality? - Mr. Ken Dragoon
Can the dream of 100% renewable energy be a reality? - Mr. Ken DragoonCan the dream of 100% renewable energy be a reality? - Mr. Ken Dragoon
Can the dream of 100% renewable energy be a reality? - Mr. Ken DragoonIPPAI
 

Similar to 02 smith epri_smith_hosting_capacity (20)

2014 PV Distribution System Modeling Workshop: Hosting Capacity Analysis and ...
2014 PV Distribution System Modeling Workshop: Hosting Capacity Analysis and ...2014 PV Distribution System Modeling Workshop: Hosting Capacity Analysis and ...
2014 PV Distribution System Modeling Workshop: Hosting Capacity Analysis and ...
 
10.5_Concordville Microgrid_PECO_EPRI/SNL Microgrid Symposium
10.5_Concordville Microgrid_PECO_EPRI/SNL Microgrid Symposium10.5_Concordville Microgrid_PECO_EPRI/SNL Microgrid Symposium
10.5_Concordville Microgrid_PECO_EPRI/SNL Microgrid Symposium
 
Standards for Autonomous and Secure Microgrids
Standards for Autonomous and Secure Microgrids 	Standards for Autonomous and Secure Microgrids
Standards for Autonomous and Secure Microgrids
 
ACEEE EE as a Grid Resource
ACEEE EE as a Grid ResourceACEEE EE as a Grid Resource
ACEEE EE as a Grid Resource
 
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
Optimizing Generation, Distribution, Renewables, and Demand Response for a Sm...
 
Show and Tell - Flexibility & Hydrogen Integration.pdf
Show and Tell - Flexibility & Hydrogen Integration.pdfShow and Tell - Flexibility & Hydrogen Integration.pdf
Show and Tell - Flexibility & Hydrogen Integration.pdf
 
15325008%2 e2014%2e1002589
15325008%2 e2014%2e100258915325008%2 e2014%2e1002589
15325008%2 e2014%2e1002589
 
Resume_sdy-4-1
Resume_sdy-4-1Resume_sdy-4-1
Resume_sdy-4-1
 
System Level Data and Technology Requirements of REV
System Level Data and Technology Requirements of REV System Level Data and Technology Requirements of REV
System Level Data and Technology Requirements of REV
 
NMRESGI_Energy Storage Trends and Challenges_Willard
NMRESGI_Energy Storage Trends and Challenges_WillardNMRESGI_Energy Storage Trends and Challenges_Willard
NMRESGI_Energy Storage Trends and Challenges_Willard
 
Sri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdf
Sri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdfSri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdf
Sri-Lanka-Energy-Program-EPRI-Energy-Storage-Webinar-Series-Session-4.pdf
 
Tips for Utilities and Regulators on Distribution Planning and Distributed En...
Tips for Utilities and Regulators on Distribution Planning and Distributed En...Tips for Utilities and Regulators on Distribution Planning and Distributed En...
Tips for Utilities and Regulators on Distribution Planning and Distributed En...
 
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...Utility Distribution Planning and Distributed Energy Resource Integration: EQ...
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...
 
01 russel pv-symposium_pge-tom_russell__10-may-2016
01 russel pv-symposium_pge-tom_russell__10-may-201601 russel pv-symposium_pge-tom_russell__10-may-2016
01 russel pv-symposium_pge-tom_russell__10-may-2016
 
08 waldren sandia-epri ider planning case study_waldren 10 may 2016 - final
08 waldren sandia-epri ider planning case study_waldren 10 may 2016 - final08 waldren sandia-epri ider planning case study_waldren 10 may 2016 - final
08 waldren sandia-epri ider planning case study_waldren 10 may 2016 - final
 
Hawaii Utility Integration Efforts
Hawaii Utility Integration EffortsHawaii Utility Integration Efforts
Hawaii Utility Integration Efforts
 
10 pv o&m budgeting - pricing & practices - epri v1
10   pv o&m budgeting - pricing & practices - epri v110   pv o&m budgeting - pricing & practices - epri v1
10 pv o&m budgeting - pricing & practices - epri v1
 
PG&E_Distribution_Resource_Plan_Summary
PG&E_Distribution_Resource_Plan_SummaryPG&E_Distribution_Resource_Plan_Summary
PG&E_Distribution_Resource_Plan_Summary
 
Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...
Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...
Sustainable energy for all system design tool: the E.DRE tool, Estimator of D...
 
Can the dream of 100% renewable energy be a reality? - Mr. Ken Dragoon
Can the dream of 100% renewable energy be a reality? - Mr. Ken DragoonCan the dream of 100% renewable energy be a reality? - Mr. Ken Dragoon
Can the dream of 100% renewable energy be a reality? - Mr. Ken Dragoon
 

More from Sandia National Laboratories: Energy & Climate: Renewables

More from Sandia National Laboratories: Energy & Climate: Renewables (20)

M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339rM4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
M4 sf 18sn010303061 8th us german 020918 lac reduced sand2018-1339r
 
Sand2018 0581 o metadata for presentations 011918 lac
Sand2018 0581 o metadata for presentations 011918 lacSand2018 0581 o metadata for presentations 011918 lac
Sand2018 0581 o metadata for presentations 011918 lac
 
11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt11 Testing Shear Strength and Deformation along Discontinuities in Salt
11 Testing Shear Strength and Deformation along Discontinuities in Salt
 
10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS10 Current status of research in the Joint Project WEIMOS
10 Current status of research in the Joint Project WEIMOS
 
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...26 Current research on deep borehole disposal of nuclear spent fuel and high-...
26 Current research on deep borehole disposal of nuclear spent fuel and high-...
 
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository25 Basin-Scale Density-Dependent  Groundwater Flow Near a Salt Repository
25 Basin-Scale Density-Dependent Groundwater Flow Near a Salt Repository
 
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
24 Actinide and brine chemistry in salt repositories: Updates from ABC Salt (V)
 
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
23 Sandia’s Salt Design Concept for High Level Waste and Defense Spent Nuclea...
 
22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety22 WIPP Future Advancements and Operational Safety
22 WIPP Future Advancements and Operational Safety
 
21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety21 WIPP recovery and Operational Safety
21 WIPP recovery and Operational Safety
 
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
20 EPA Review of DOE’s 2014 Compliance Recertification Application for WIPP
 
19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project19 Repository designs in bedded salt, the KOSINA-Project
19 Repository designs in bedded salt, the KOSINA-Project
 
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
18 Interaction between Operational Safety and Long-Term Safety (Project BASEL)
 
17 Salt Reconsolidation
17 Salt Reconsolidation17 Salt Reconsolidation
17 Salt Reconsolidation
 
16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)16 Reconsolidation of granular salt (DAEF report)
16 Reconsolidation of granular salt (DAEF report)
 
15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project15 Outcome of the Repoperm Project
15 Outcome of the Repoperm Project
 
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
14 Radiological Consequences Analysis for a HLW Repository in Bedded Salt in ...
 
13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...13 "New results of the KOSINA project - Generic geological models / Integrity...
13 "New results of the KOSINA project - Generic geological models / Integrity...
 
12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data12 Salt testing: Low deviatoric stress data
12 Salt testing: Low deviatoric stress data
 
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress09 Invited Lecture: Salt Creep at Low Deviatoric Stress
09 Invited Lecture: Salt Creep at Low Deviatoric Stress
 

Recently uploaded

Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Hyundai Motor Group
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 

Recently uploaded (20)

Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptxVulnerability_Management_GRC_by Sohang Sengupta.pptx
Vulnerability_Management_GRC_by Sohang Sengupta.pptx
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
The transition to renewables in India.pdf
The transition to renewables in India.pdfThe transition to renewables in India.pdf
The transition to renewables in India.pdf
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2Next-generation AAM aircraft unveiled by Supernal, S-A2
Next-generation AAM aircraft unveiled by Supernal, S-A2
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 

02 smith epri_smith_hosting_capacity

  • 1. © 2015 Electric Power Research Institute, Inc. All rights reserved. Jeff Smith Manager, Power System Studies Dr. Matthew Rylander Technical Leader, Power System Studies Implementing Hosting Capacity Methods into Existing Planning Tools PV Systems Symposium PV Grid Integration Workshop Agenda Tuesday, May 10, 2016
  • 2. 2 © 2015 Electric Power Research Institute, Inc. All rights reserved. What is Hosting Capacity and Why is it So Important?  Definition: – Hosting Capacity is the amount of DER that can be accommodated without adversely impacting power quality or reliability under current configurations and without requiring infrastructure upgrades.  Hosting Capacity is – Location dependent – Feeder-specific – Time-varying  Hosting capacity considers DER interconnection without allowing – Voltage/flicker violations, – Protection mis-operation – Thermal overloads – Decreased safety/reliability/power quality Hosting Capacity can be used to inform utility interconnection processes and to support DG developer understanding of more favorable locations for interconnection Develop original method Utility application Streamlined method development Utility application Vendor implementation 2010 2011 2014 2015 2016/17 Evolution of Hosting Capacity Methodology
  • 3. 3 © 2015 Electric Power Research Institute, Inc. All rights reserved. Evolution of Hosting Capacity Methods  Detailed hosting capacity methods first used to quantify – How much DER can be accommodated – Where can DER be accommodated – What distribution impacts occur  Industry-wide application – Over 6 million unique DER deployment scenarios evaluated across >30 feeders and > 12 utilities  Lessons learned – Location matters – No two feeders are alike – feeder clustering not sufficient – Rules-of-thumb aren’t effective (DER as % of load for example) – Detailed analysis not easily replicable across large number of feeders  New methods can be developed based learnings to “streamline” the analysis Utility Participation in EPRI Hosting Capacity Evaluations Main map: © 2012 MicrosoftCorporation. Imagery © Microsoft– available exclusively by DigitalGlobe (Bing Maps Terms of Use: http://go.microsoft.com/?linkid=9710837). Inset map: Map data © 2012 Google Distribution Feeder PV Impact Heat Map PVImpact Develop original method Utility application Streamlined method development Utility application Vendor implementation 2010 2011 2014 2015 2016/17 1.035 1.04 1.045 1.05 1.055 1.06 1.065 1.07 0 0.5 1 1.5 2 A B C Worst-CaseResultforEach UniqueDERDeployment Increasing penetration (MW) Threshold of violation A – All penetrations in this region are acceptable, regardless of location B – Some penetrations in this region are acceptable, site specific C – No penetrations in this region are acceptable, regardless of location
  • 4. 4 © 2015 Electric Power Research Institute, Inc. All rights reserved. Large “Scale” of Distribution System Creates Challenges for Distribution Planners • Typical utility responsible for 100’s to 1000’s of distribution feeders • Each feeder uniquely designed and operated to reliably serve all customers • Methods needed that can be applied across entire distribution service territory • Capture unique feeder-specific responsesGranular • As distribution feeders changeRepeatable • System-wide assessmentScalable • Clear and open methods for analysisTransparent • Validated techniquesProven • Utilize readily available utility data and toolsAvailable EPRI’s Streamlined Hosting Capacity Method
  • 5. 5 © 2015 Electric Power Research Institute, Inc. All rights reserved. Streamlined Hosting Capacity Method – What is it? The Input  Utilizes existing planning tools – CYME, Milsoft, Synergi The Method  Developed from years of detailed hosting capacity analysis  Validated and open methods The Output  Effectively and efficiently analyzes each and every feeder in system  Considers DER size and location – Small distributed and large centralized DER  Considers DER technology and impacts – PV, wind, storage, etc – Voltage, thermal, protection Input Method Output case by case look needed Location √ no impact Location X Potential risk Details on Streamlined Method: EPRI Report 3002003278, 2015 Develop original method Utility application Streamlining method development Streamlined method application Vendor implementation 2010 2011 2014 2015 2016/17
  • 6. 6 © 2015 Electric Power Research Institute, Inc. All rights reserved. Key Aspects of Hosting Capacity Method Power System Criteria and DER Power System Criteria Thermal Substation transformer Primary conductor Service Transformer Secondary Conductor Power Quality/Voltage Sudden (fast) voltage change Steady-state voltage Voltage regulator impact Load tap changer impact Protection Relay reduction of reach Sympathetic tripping Element fault current Reverse power flow Reliability/Safety Unintentional islanding Operational flexibility Substation Distributed 1 Distributed N Substation Centralized 1 Centralized N DER Size and Location Distributed and Centralized Unique DER Technology
  • 7. 7 © 2015 Electric Power Research Institute, Inc. All rights reserved. What does the Streamlined Method tell us? – Where issues occur with DER and at what penetration level (better or worse locations) – How much aggregate DER a feeder can host – When the system changes, how hosting capacity impacted – The aggregate level of DER that can be accommodated at the substation level – The amount of DER that can be accommodated across the entire system – The range of issues for accommodating DER across the entire distribution system = Feeder Level Feeder Level Feeder Level Substation Level
  • 8. 8 © 2015 Electric Power Research Institute, Inc. All rights reserved. Utility Applications  Utility Participants to date – TVA – Southern Company – Salt River Project – XCEL Energy – SCE – Central Hudson – CFE – HydroOne – ESKOM  >3500 feeders analyzed thus far  Software tools to date – CYME – Synergi – Milsoft Develop original method Utility application Streamlined method development Utility application Vendor implementation 2010 2011 2014 2015 2016/17 Screening new DER Mapping of DER impacts on distribution Planning for DER Distribution system-wide evaluation of DER Evaluation of distribution-connected DER fro bulk system analysis
  • 9. 9 © 2015 Electric Power Research Institute, Inc. All rights reserved. Substation Marker *Hosting Capacity Sample Results System Hosting Capacity (~ 300 distribution feeders) Substation-level Hosting Capacity Feeder-level Hosting Capacity *Initial analysis results from TVA/ EPB study, results not finalized lower higher
  • 10. 10 © 2015 Electric Power Research Institute, Inc. All rights reserved. Implementing the Hosting Capacity Method into Existing Distribution Planning Tools  Distribution Resource Integration and Value Estimation (DRIVE) tool  Rather than develop a new software tool, EPRI has focused efforts on implementation into existing planning tools  Benefits of using existing planning tools – Necessary data resides in existing planning tools – Does not require “translating” data to other software platforms (requiring updating other software databases) – Can be used as part of toolset within planning tools for multiple purposes  Screening  Planning  Cost-benefit analysis Incorporating EPRI’s Hosting Capacity Method into existing utility planning tool EPRI’s DRIVE Tool Existing Planning Tools (CYME, Milsoft, Synergi, PowerFactory, etc.) Develop original method Utility application Streamlined method development Utility application Vendor implementation /
  • 11. 11 © 2015 Electric Power Research Institute, Inc. All rights reserved. Summary  Hosting capacity analysis captures necessary impacts of DER  Many applications for hosting capacity (including screening)  Hosting capacity can be determined within existing planning tools  Based upon rigorous analysis, EPRI has developed a streamlined hosting capacity method that is compatible with existing planning tools  EPRI is currently working with software vendors for incorporation into distribution planning tools Development Implementation Delivery OPENDSS 2014-2015 CYME 2016 Synergi, Milsoft, PowerFactory, etc 2016/2017
  • 12. 12 © 2015 Electric Power Research Institute, Inc. All rights reserved. References Detailed Hosting Capacity Method  Impact of High-Penetration PV on Distribution System Performance: Example Cases and Analysis Approach. EPRI, Palo Alto, CA: 2011. 1021982  Analysis of High-Penetration Solar PV Impacts for Distribution Planning: Stochastic and Time-Series Methods for Determining Feeder Hosting Capacity. EPRI, Palo Alto, CA: 2012. 1026640  Rylander, M., Smith, J., “Comprehensive Approach for Determining Distribution Network Hosting Capacity for Solar PV”, 2nd International Workshop on Integration of Solar Power Into Power Systems, Lisbon, Portugal, Nov 2012.  Rylander, M., Smith, J., "Stochastic Approach for Distribution Planning with Distributed Energy Resources", 2012 CIGRE Grid of the Future Symposium, Kansas City, MO, 2012  Rylander, M., Smith, J., "Comprehensive Approach for Determining Distribution Network Hosting Capacity for Solar PV", 2nd International Workshop on Integration of Solar Power Into Distribution Systems, 12-13 November, 2012  Distributed Photovoltaic Feeder Analysis: Preliminary Findings from Hosting Capacity Analysis of 18 Distribution Feeders. EPRI, Palo Alto, CA: 2013. 3002001245.  Alternatives to the 15% Rule: Modeling and Hosting Capacity Analysis of 16 Feeders. EPRI, Palo Alto, CA: 2015. 3002005812. Streamlined Hosting Capacity Method  Integration of Hosting Capacity Analysis into Distribution Planning Tools. EPRI, Palo Alto, CA: 2016. 3002005793  A New Method for Characterizing Distribution System Hosting Capacity for Distributed Energy Resources: A Streamlined Approach for Solar Photovoltaics. EPRI, Palo Alto, CA: 2014. 3002003278.  Rylander, M., Smith, J., Sunderman, W., “Streamlined Method For Determining Distribution System Hosting Capacity”, 23rd International Conference on Electricity Distribution, CIRED, Lyon, France, 2015  Rylander, M., Smith, J., Sunderman, W., “Streamlined Method For Determining Distribution System Hosting Capacity”, Rural Electric Power Conference, Asheville, NC, 2015 (accepted for IAS Transactions)  Distribution Feeder Hosting Capacity: What Matters When Planning for DER?. EPRI, Palo Alto, CA: 2015. 3002004777  Smith, J., Rylander, M., Rogers, L., Dugan, R., “It’s All in the Plans: Maximizing the Benefits and Minimizing the Impacts of DERs in an Integrated Grid”, Power and Energy Magazine, March/April 2015. Public White Paper Integration of Hosting Capacity Analysis into Distribution Planning Tools. EPRI, Palo Alto, CA: 2016. 3002005793
  • 13. 13 © 2015 Electric Power Research Institute, Inc. All rights reserved. Questions… Jeff Smith, jsmith@epri.com Dr. Matthew Rylander, mrylander@epri.com