This document discusses valuing distributed energy resources (DER), including energy efficiency, on electric distribution grids. It outlines that DERs like solar PV, energy storage, and efficiency can provide both benefits and challenges to distribution system operations depending on their location and timing of use. The document recommends valuing DERs based on their locational and temporal impacts using hosting capacity analysis, scenario planning, and other tools to develop optimized DER portfolios. It also suggests using pricing, incentive programs, and procurements aligned with local grid conditions to efficiently source DERs. Accurately valuing DERs' grid support can improve planning, programs, and drive better investment decisions.
Dora Nakafuji from HECO describes plans to meet the renewable electricity generation goals set forth by the Renewable Portfolio Standard (RPS) and Hawaii Clean Energy Initiative (HCEI). Slides from the REIS seminar series at the University of Hawaii at Manoa on 2009-11-12.
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...Smart Grid Northwest
Changes in Distribution Planning and Operations and DER Integration: April 2015 EQL Energy Presentation at Western Interstate Energy Board, CREPC/SPSC.
Andrew Keane delivered this presentation at a joint ESRI-UCD conference tilted 'Energy research to enable climate change mitigation' on 17 September.
Photos from the conference are available to view on the ESRI website here: https://www.esri.ie/events/esri-ucd-conference-energy-research-to-enable-climate-change-mitigation
Dora Nakafuji from HECO describes plans to meet the renewable electricity generation goals set forth by the Renewable Portfolio Standard (RPS) and Hawaii Clean Energy Initiative (HCEI). Slides from the REIS seminar series at the University of Hawaii at Manoa on 2009-11-12.
Utility Distribution Planning and Distributed Energy Resource Integration: EQ...Smart Grid Northwest
Changes in Distribution Planning and Operations and DER Integration: April 2015 EQL Energy Presentation at Western Interstate Energy Board, CREPC/SPSC.
Andrew Keane delivered this presentation at a joint ESRI-UCD conference tilted 'Energy research to enable climate change mitigation' on 17 September.
Photos from the conference are available to view on the ESRI website here: https://www.esri.ie/events/esri-ucd-conference-energy-research-to-enable-climate-change-mitigation
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation’s and world’s energy challenges through research, strategic partnerships, public policy outreach and education.
Powering Onshore Oil & Gas Facilities 2016marketinglbcg
The only E&P-led congress with the sole mission of meeting the rising onsite power demands, stricter emission regulations and increasing need for power in remote locations through a comprehensive comparison of the reliability, economic models and uptime performance of utility and non-utility power solutions. The expert panel of speakers includes power experts from SandRidge Energy, Chevron, Noble Energy, Chesapeake Energy, ConocoPhillips plus many more.
Presentation from the New Mexico Regional Energy Storage and Grid Integration Workshop: Energy Storage Trends and Challenges, New Mexico's Numerous Contributions presented by Steve Willard, Electric Power Research Institute, August 23-24, 2016
Webinar recording available at
Power system flexibility relates to the ability of the power system to manage changes.
Solutions providing advances in flexibility are of utmost importance for the future power system. Development and deployment of innovative technologies, communication and monitoring possibilities, as well as increased interaction and information exchange, are enablers to provide holistic flexibility solutions. Furthermore, development of new methods for market design and analysis, as well as methods and procedures related to system planning and operation, will be required to utilise available flexibility to provide most value to society.
However, flexibility is not a unified term and is lacking a commonly accepted definition.
The flexibility term is used as an umbrella covering various needs and aspects in the power system. This situation makes it highly complex to discuss flexibility in the power system and craves for differentiation to enhance clarity. In this work, the solution has been to differentiate
the flexibility term on needs, and to categorise flexibility needs in four categories.
Here, flexibility needs are considered from over-all system perspectives (stability, frequency and energy supply) and from more local perspectives (transfer capacities, voltage and power quality). With flexibility support considered for both operation and planning of the power system, it is required in a timescale from fractions of a second (e.g. stability and frequency support) to minutes and hours (e.g. thermal loadings and generation dispatch) to months and years (e.g. planning for seasonal adequacy and planning of new investments).
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education.
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education
Presentation by Takayuki Ogawa, JICA, Focus Group Discussion: Skill and Capacity Development to Support Clean Energy Finance and Investment, 15 October 2020
The Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education.
ScottMadden's Energy Industry Update for the 2019 Utility Supply Chain Confer...ScottMadden, Inc.
As economic growth continues, and policies are increasingly driven by state and regional issues, utilities are placing bets, with large investments, on various growth strategies. They continue to face opposition and challenges from various stakeholders with disparate interests. Energy and utility companies will try to thread the needle of developing and upgrading much needed infrastructure, while satisfying those interests.
During the 2019 Utility Supply Chain Conference, Cristin Lyons reviewed the latest Energy Industry Update and shared key highlights for topics including:
- Electrification: A summary of increased electrification activities (ie: transportation/space heating) being promoted by electric industry stakeholders, and electrification’s pros and cons
- Wholesale energy infrastructure development: A discussion of proposed gas and power transmission projects, potential regulatory changes, and surrounding issues/implications
- Grid modernization: Noteworthy efforts around the nation, including both the programs and the common themes.
Learn more at www.scottmadden.com.
Tips for Utilities and Regulators on Distribution Planning and Distributed En...Smart Grid Northwest
What are regulators and utilities facing related to planning and operating distribution systems (<34.5kV) with Distributed Energy Resources. Ken Nichols and Frances Cleveland present finding and recommendations from paper written for Western Interstate Energy Board, April 2015.
Concentrated Solar Thermal Power can be coupled with Thermal Energy Storage using Molten Salts. This presentations offers a compelling argument why this technology will remain competitive despite future improvements in other storage technologies
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation’s and world’s energy challenges through research, strategic partnerships, public policy outreach and education.
Powering Onshore Oil & Gas Facilities 2016marketinglbcg
The only E&P-led congress with the sole mission of meeting the rising onsite power demands, stricter emission regulations and increasing need for power in remote locations through a comprehensive comparison of the reliability, economic models and uptime performance of utility and non-utility power solutions. The expert panel of speakers includes power experts from SandRidge Energy, Chevron, Noble Energy, Chesapeake Energy, ConocoPhillips plus many more.
Presentation from the New Mexico Regional Energy Storage and Grid Integration Workshop: Energy Storage Trends and Challenges, New Mexico's Numerous Contributions presented by Steve Willard, Electric Power Research Institute, August 23-24, 2016
Webinar recording available at
Power system flexibility relates to the ability of the power system to manage changes.
Solutions providing advances in flexibility are of utmost importance for the future power system. Development and deployment of innovative technologies, communication and monitoring possibilities, as well as increased interaction and information exchange, are enablers to provide holistic flexibility solutions. Furthermore, development of new methods for market design and analysis, as well as methods and procedures related to system planning and operation, will be required to utilise available flexibility to provide most value to society.
However, flexibility is not a unified term and is lacking a commonly accepted definition.
The flexibility term is used as an umbrella covering various needs and aspects in the power system. This situation makes it highly complex to discuss flexibility in the power system and craves for differentiation to enhance clarity. In this work, the solution has been to differentiate
the flexibility term on needs, and to categorise flexibility needs in four categories.
Here, flexibility needs are considered from over-all system perspectives (stability, frequency and energy supply) and from more local perspectives (transfer capacities, voltage and power quality). With flexibility support considered for both operation and planning of the power system, it is required in a timescale from fractions of a second (e.g. stability and frequency support) to minutes and hours (e.g. thermal loadings and generation dispatch) to months and years (e.g. planning for seasonal adequacy and planning of new investments).
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education.
The Wilton E. Scott Institute for Energy Innovation at Carnegie Mellon Univer...Amanda Finkenbinder, MPM
The Wilton E. Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education
Presentation by Takayuki Ogawa, JICA, Focus Group Discussion: Skill and Capacity Development to Support Clean Energy Finance and Investment, 15 October 2020
The Scott Institute for Energy Innovation works through the academic units of Carnegie Mellon University to find solutions for the nation's and the world's energy challenges including pathways to a low carbon future, smart grid, new materials for energy, shale gas, and building energy efficiency through research, strategic partnerships, public policy outreach and education.
ScottMadden's Energy Industry Update for the 2019 Utility Supply Chain Confer...ScottMadden, Inc.
As economic growth continues, and policies are increasingly driven by state and regional issues, utilities are placing bets, with large investments, on various growth strategies. They continue to face opposition and challenges from various stakeholders with disparate interests. Energy and utility companies will try to thread the needle of developing and upgrading much needed infrastructure, while satisfying those interests.
During the 2019 Utility Supply Chain Conference, Cristin Lyons reviewed the latest Energy Industry Update and shared key highlights for topics including:
- Electrification: A summary of increased electrification activities (ie: transportation/space heating) being promoted by electric industry stakeholders, and electrification’s pros and cons
- Wholesale energy infrastructure development: A discussion of proposed gas and power transmission projects, potential regulatory changes, and surrounding issues/implications
- Grid modernization: Noteworthy efforts around the nation, including both the programs and the common themes.
Learn more at www.scottmadden.com.
Tips for Utilities and Regulators on Distribution Planning and Distributed En...Smart Grid Northwest
What are regulators and utilities facing related to planning and operating distribution systems (<34.5kV) with Distributed Energy Resources. Ken Nichols and Frances Cleveland present finding and recommendations from paper written for Western Interstate Energy Board, April 2015.
Concentrated Solar Thermal Power can be coupled with Thermal Energy Storage using Molten Salts. This presentations offers a compelling argument why this technology will remain competitive despite future improvements in other storage technologies
This white paper authored by Southern California Edison (SCE) offers a methodology for contextualizing and analyzing the broad and heterogeneous space of energy storage, and it ultimately identifies applications currently viewed as having the greatest potential value from SCE's perspective. SCE stated that its goal with this white paper was to advance the storage discussion towards the vision
of a more reliable grid, with reduced environmental impacts, at overall lower costs to electric consumers.
Clean Energy: Structure and Role of RegulatorsLeonardo ENERGY
This session is part of the Clean Energy Regulators Initiative Webinar Programme.
Theme 1 - The Evolving Role of Network Regulators.
Module 1: Defining Structure and Roles of Regulators and Institutions
Power systems around the world are quickly evolving, and the role of power sector regulators is growing substantially more complex.
This webinar will provide an overview of global forces shaping power sector transformation, discuss the evolving role of the regulator to harness such forces, and then zoom-in on a particular transformative force – variable renewable energy – to discuss specific regulatory aspects and approaches.
This webinar is based on the reports "The Evolving Role of the Power Sector Regulator" and "An Overview of Variable Renewable Energy Regulatory Issues".
Clean Energy: Structure and Role of RegulatorsLeonardo ENERGY
This session is part of the Clean Energy Regulators Initiative Webinar Programme.
Theme 1 - The Evolving Role of Network Regulators.
Module 1: Defining Structure and Roles of Regulators and Institutions
Power systems around the world are quickly evolving, and the role of power sector regulators is growing substantially more complex.
This webinar will provide an overview of global forces shaping power sector transformation, discuss the evolving role of the regulator to harness such forces, and then zoom-in on a particular transformative force – variable renewable energy – to discuss specific regulatory aspects and approaches.
This webinar is based on the reports "The Evolving Role of the Power Sector Regulator" and "An Overview of Variable Renewable Energy Regulatory Issues".
Presentation from the EPRI-Sandia Symposium on Secure and Resilient Microgrids: Concordville Microgrid, presented by Eric Stein, Travis White, George Sey, PECO, Baltimore, MD, August 29-31, 2016.
Describes the results of a National Renewable Energy Laboratory sponsored innovation project for designing tariffs, rates, and customer programs to incentivize the deployment of Distributed Energy Resources. In particular we examine customer-sited, centrally controlled energy storage (aka batteries) aggregated into a VPP. We propose a VPP operating strategy and quantify a number of value stream that could be realized by executing that strategy.
Integrating Variable Renewable Energy into the Grid key issues and Emerging S...Power System Operation
Introduction
Why is grid integration an important topic?
Trends:
Increasing energy demand
Urbanization
Climate change mitigation targets
Need for grid modernization
Every power system has
characteristics that promote and
inhibit integration of variable RE
Grid integration is the practice of
developing efficient ways to
deliver high penetration levels of
variable RE to the grid
Source:
“Renewable Energy
Futures” 2012
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
Industrial Training at Shahjalal Fertilizer Company Limited (SFCL)MdTanvirMahtab2
This presentation is about the working procedure of Shahjalal Fertilizer Company Limited (SFCL). A Govt. owned Company of Bangladesh Chemical Industries Corporation under Ministry of Industries.
Overview of the fundamental roles in Hydropower generation and the components involved in wider Electrical Engineering.
This paper presents the design and construction of hydroelectric dams from the hydrologist’s survey of the valley before construction, all aspects and involved disciplines, fluid dynamics, structural engineering, generation and mains frequency regulation to the very transmission of power through the network in the United Kingdom.
Author: Robbie Edward Sayers
Collaborators and co editors: Charlie Sims and Connor Healey.
(C) 2024 Robbie E. Sayers
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Immunizing Image Classifiers Against Localized Adversary Attacks
ACEEE EE as a Grid Resource
1. icfi.com
THE LOCATIONAL VALUE OF ENERGY
EFFICIENCY ON THE DISTRIBUTION
GRID
Philip Mihlmester, ICF
Steve Fine, ICF
ACEEE Summer Study
August, 2016
2. icfi.com 2
OUTLINE
Energy Efficiency (EE) as a Distributed Energy Resource (DER)
Why value of EE/DER matters, now and in the future
Valuing DER up to now
Valuing DER and EE today—Best Practices
Case Study: pioneering new methods for a utility
Benefits and next steps for DER portfolio development
Conclusions and key lessons
3. icfi.com 3
Energy Efficiency as a Distributed Resource
Energy efficiency grew up as a system-level resource
– Cheaper than the long run avoided cost of generation
Energy efficiency may also have a locational value (and cost) on the
distribution system
Other Distributed Energy Resources may include:
– Energy Storage
– Distributed Generation (e.g., distributed solar PV)
– Microgrids
– Demand Response
– Combined Heat and Power (CHP)
– Electric Vehicles
– Etc.
All DERs interact locationally and temporally to affect T&D operations
4. icfi.com 4
Number of low and high voltage violations are observed at 1:00
pm
Low Voltage Violation (<95%)
High Voltage Violation (>105%)
Normal Voltage (95% - 105%)
Source or Substation
Rooftop Solar PV
Arrays
Legend
130% measured at 5pm.
Source: ICF DEEP
Analysis.
DERS Can be Both a Threat and an Opportunity :
Solar Example
Residential solar grew by over 50% for the 4th consecutive year
14 states and D.C. hold policies now authorizing community solar
programs
Increasing solar penetration has ability to cause system violations or add
potential system value
Potential Benefits
• Lower system costs
• Increased resiliency
• Savings for customers
• Emissions reductions
Operational Challenges
• Variability in net load
• Managing distribution
voltage
• Integration costs
• Cost allocations
5. icfi.com 5
Distributed Solar Generation Profile vs. Customer Load
DERS have a temporal value in addition to a locational value
6. icfi.com 6
Distributed Solar Generation Profile vs. Customer Load
with Energy Efficiency
DERS have a temporal value in addition to a locational value
Energy efficiency affects these load shapes when interacting with other DERs
Excess Export
Premise with Energy
Efficiency
7. icfi.com
7
7
Example: Storage Provides Down Reserves, but EE May
Counteract These Down Reserves
7
SOURCE: H. Johal and K. Collison, “How Energy Storage Will Feed the Duck and Keep the Grid Stable,” ICF White Paper, July 2016
8. icfi.com 8
Valuing DER Up to Now
EE traditionally valued as a system
resource using the California Manual
tests
Beyond EE, early valuation methods
based on “Value of Solar”
Early VOS studies have not applied
consistent methodologies, and have
resulted in significant variation in
results
A consistent methodology is needed
that reasonably values all DERs on a
locational and temporal net value
basis
Sources: Farrell 2014 (MN), Perez, Norris, and Hoff 2012 (NJ and PA), Norris et al. 2015 (ME)
9. icfi.com 9
DER Value Framework
Required BCA Categories from NY BCA Handbook
Valuation Frameworks are evolving:
– Moving from prescriptive to market based approaches
– New valuation is dependent on quantifying the value that
DER brings to the grid (LMP + D + E)
– This requires greater grid modernization for higher
situational awareness
Traditional DER valuation methods attempt to reflect
associated benefits
– Distribution capacity
– Voltage
– Reliability
– Resilience
– Environment/Society
Key
Obstacles
•Smart technologies deployment speed
•Common data standards
•Methodology framework
10. icfi.com 10
Benefits of Accurate DER Valuation
Smarter Investments
Better Rate Design
Optimized Programs
Adaptive Planning
Greater Reliability and Resiliency
Better Forecasts of Customer Adoption Rates
11. icfi.com 11
Deploying a Systematic, 5-Step Distribution Planning
Framework is Far Superior to “WINGING IT”
Scenario based
distribution
planning
• Uncertainty of the
types, amount and
pace of DER make
singular forecasts
ineffective
Hosting
capacity
• Must determine
amount of DER a
feeder can
accommodate
within three
principal
constraints:
thermal,
voltage/power
quality and relay
protection limits.
Locational
value of DER
• Sourcing
locational
infrastructure or
operational
requirements
from DER may
result in positive
or negative costs
and benefits
Integrated T&D
planning
• At high DER, net
load
characteristics
have impacts on
transmission
system / bulk
power system
operation,
requiring
transmission-
distribution
interaction
analysis
Probabilistic-
based
engineering
analysis
• Issues from
increased DER
penetration –
variability of
loading, voltage —
require
probabilistic
analysis.
Results: Better Planning, Greater Cost Avoidance, Smarter Investments,
New Revenue & Service Capture, New Regulator Requirements Response
12. icfi.com 12
DER Expansion May Require Considerable Investment,
But Provide Earnings Opportunities for Utilities
Electric Reliability Investments
– Targeted feeder-substation upgrades to
address DER penetration and
reliability/safety
– ICF conducted a locational benefits
analysis looking at 3,200 feeders on the
PG&E system
– Assess the threshold at which DER
penetration exceeds hosting capability
– T&D scale energy storage solutions
– Install Volt/Var Controls; Expand CVR
Program
FEEDER DEFICIENCY ASSESSMENT INFORMS FULL
SYSTEM-WIDE LOCATIONAL BENEFIT ANALYSIS
PG&E Example
9
9.5
10
10.5
11
11.5
12
12.5
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024
MW
Capacity Peak Net Load (incl. DER)
Planned capacity
upgrades including
replacement of
aging infrastructure
DER portfolio sourced to address
capacity needs (at a cost no greater
than the avoided cost – this is the
locational value of DER)
13. icfi.com 13
It’s Critical to Anticipate DER Portfolio Contributions
At the Feeder and System Levels
Seamless, full cycle support for
utility analysis & management
of DER on utility’s system
Technology assessments &
potential studies to designing,
deploying & managing
integrated portfolios
Full spectrum of technology
along with grid impacts &
optimization to assess &
develop tailored solutions
Portfolio design &
management, efficiency &
capacity deferral
14. icfi.com 14
Integrated Analysis Components – Distribution System
Model
Residenti
al Solar
PV
EE
Energy
Efficienc
y
ES
Energy
Storage
Premises level DERs
Utility
Solar PV
ES
Energy
Storage
CHP
On-site
Generatio
n
System level DERs
Phase 1: Premises level optimization of
DER solutions
Phase 2: System level optimization of
DER solutions
Phase 3: Grid impacts assessments
Distribution System
Source: H. Khan and H. Safiullah, “Integrated Distributed Energy Resource Analysis-Reaching Optimal Solutions,” ICF Webinar, July 26, 2016
15. icfi.com 15
Scenario Based Planning Can Lead to More Optimized DER
Portfolios Considering Feeder Headroom and Hosting Capacity
Shifting feeder headroom distribution to the right
16. icfi.com 16
Today: DER Sourcing Through the 3Ps
As developing in CA & NY, each P sourcing method requires proper valuation of
DER for a specific grid need and by time and location
Pricing
Programs
Procurement
•NEM 2.0
•Time/location varying rates
•Tariff based standard offers
for services like VVO
•Energy Efficiency
•Demand Response
•DG/DS Incentive Programs
•NWA
•Request for
Proposals/Offers
•PPAs
•Grid support services
17. icfi.com 17
Where is Energy Efficiency Economic?
Energy efficiency has a system level
value
We need to calculate it’s locational
(and temporal) value
This locational value needs to
consider locational penetration of
other DERs
Scenario based/adaptive planning
can be helpful
A “net value” approach should be
used considering the cost of T&D
investment
Pricing, programs, and procurement
can be control levers
Positive
Hosting
Negative
Hosting
No Headroom
Headroom
EE
+
DG EE
+
DR
18. icfi.com 18
Overall Conclusions
Locational net value is key
– Must also factor in temporal value
Aligning pricing, programs, and procurement to hosting capacity and
locational value is essential
Analysis needs to improve
This is hard, but achievable
Methodologies must be scalable
Regulatory structures must keep pace