MISO's Distributed Energy Resources Program aims to prepare for higher penetration of distributed energy resources like rooftop solar and electric vehicles. The program focuses on four key areas: developing an integration approach and roadmap through stakeholder collaboration; coordinating policy changes; identifying visibility and communication needs across MISO's footprint; and enhancing market participation and systems. MISO is conducting research and working with stakeholders to understand impacts and prioritize solutions to address DERs in planning, operations, and markets.
With Smart Grids in the foreseeable future, Demand-Side Management (DSM) is on the cusp of a revolution that will forever alter the way that homes and businesses use electricity. To add to the positive DSM buzz, budgets to facilitate Smart Grid planning and implementation are on the rise, according to a recent March survey by Microsoft. In the survey, 73 percent of utility professionals and executives surveyed said budgets for these efforts are on the rise. Governments and utilities have long sought to improve DSM through conservation and load management programs. To gain insight into this transformation, Zpryme examined the level of investment by utilities in DSM over the past 5 years while acknowledging their sales (MWh) and revenue.
Home Area Networks: A Preferred Choice for Energy EfficiencyCognizant
The day is here when home area networks (HANs) contribute to energy efficiency for utilities and home users; the way forward will be driven by automated demand response (ADR), automated demand side management (DSM), dynamic pricing, and electric vehicle (EV) charging among other key factors.
With Smart Grids in the foreseeable future, Demand-Side Management (DSM) is on the cusp of a revolution that will forever alter the way that homes and businesses use electricity. To add to the positive DSM buzz, budgets to facilitate Smart Grid planning and implementation are on the rise, according to a recent March survey by Microsoft. In the survey, 73 percent of utility professionals and executives surveyed said budgets for these efforts are on the rise. Governments and utilities have long sought to improve DSM through conservation and load management programs. To gain insight into this transformation, Zpryme examined the level of investment by utilities in DSM over the past 5 years while acknowledging their sales (MWh) and revenue.
Home Area Networks: A Preferred Choice for Energy EfficiencyCognizant
The day is here when home area networks (HANs) contribute to energy efficiency for utilities and home users; the way forward will be driven by automated demand response (ADR), automated demand side management (DSM), dynamic pricing, and electric vehicle (EV) charging among other key factors.
[Oil & Gas White Paper] Optimizing Pipeline Energy ConsumptionSchneider Electric
Effective energy management can benefit the hydrocarbon pipeline operator. Energy consumption costs – the leading expense for most operators – are rising continuously; however, the commitments needed on the part of the operator often impede implementation of energy-saving practices.
Key to effective energy management is the ability to quantify energy consumption accurately at any specific time and its cost and that of drag reducing agent (DR) use. Operators committed to energy management can implement a real-time, system-wide power optimization solution that evaluates the resource efficiency of a steady-state model of the pipeline. This solution will also perform costing runs of alternative configurations, formulated for the next energy cost rate or other ‘what if’ scenarios, in order to find the most energy-efficient alternative that maintains operational safety and integrity. Implementing these alternatives, the operator can save one percent to five percent of energy costs and reduce carbon emissions.
This advanced information management technology makes these costing considerations so practical they can become a routine, real-time operations process. Putting available information to work with this solution can make power optimization extremely realistic and highly rewarding for the company while supporting overall operational security, safety and environmental stewardship.
ENERGY MANAGEMENT ALGORITHMS IN SMART GRIDS: STATE OF THE ART AND EMERGING TR...ijaia
The electric grid is radically evolving into the smart grid, which is characterized by improved energy
efficiency of available resources. The smart grid permits interactions among its computational and physical
elements thanks to the integration of Information and Communication Technologies (ICTs). ICTs provide
energy management algorithms and allow renewable energy integration and energy price minimization.
Given the importance of renewable energy, many researchers developed energy management (EM)
algorithms to minimize renewable energy intermittency. EM plays an important role in the control of users'
energy consumption and enables increased consumer participation in the market. These algorithms provide
consumers with information about their energy consumption patterns and help them adopt energy-efficient
behaviour. In this paper, we present a review of the state of the energy management algorithms. We define
a set of requirements for EM algorithms and evaluate them qualitatively. We also discuss emerging tools
and trends in this area.
In today’s commercial buildings, installing an effective
WAGES (water, air, gas, electricity, steam) metering
system can be a source of substantial energy and cost
savings. This white paper examines WAGES metering
as the essential first step toward a comprehensive
energy management strategy. Best practices for
selecting meters, and identifying metering points are
described. In addition, metrics for measuring gains in
energy efficiency are explained.
Today’s energy company is not the same company it was 30, 40 or 50 years ago. The Exelon family of companies has had a long history of proven reliability and performance that had to evolve along the way to meet customer demands. With the increased popularity of distributed generation (solar, wind, biodiesel, etc.) along with micro grids are helping to change the foundation of the traditional utility to meet the demands of our modern economy. Join Exelon Corporation as we explore the advances we’re taking to help build a stronger and smarter foundation for our customers and energy grid.
Course Overview
Smart Meters and Smart Meter Systems are being deployed throughout the world, and utilities are continuing their efforts to improve grid reliability and promote energy efficiency while providing improved services to their customers.
This training will build skills on the required actions for Smart Meter deployment, adaptation and the role that Utility
plays in tackling solving energy cost, integrating renewables and energy efficiency issues. It will explain the underlying
concepts and the role that a wide range of stakeholders can play in developing the business case, policies, technologies
and standards that will improve energy efficiency and reduce future cost of energy through a range of Smart Meter
technologies with a focus on benefits for all stakeholders, and how to achieve success. Participants will benefit from
learning “Regulator Ready” business case from around the world. Participants will also receive a working version of the
business case in Microsoft Excel.
Learning Outcome
1. How to get the stakeholders involved
2. Organic relationships between AMI and Smart Grid
3. Emerging concepts in Smart Meters
4. Emerging technology options in Smart Meter deployment
5. Security Layers for AMI
6. Applications of Smart Meters and Energy Efficiency
7. How to develop detailed cost / benefit analysis
8. Explore solutions that are offered by smart metering technologies
9. Challenges in switching over to smart meters
10. Advanced metering infrastructure & Meter Data Management
11. Benefits to Consumer, Regulators and the Utilities
12. How to minimize Energy Theft
13. International Case studies
Representatives from ComEd, the Environmental Defense Fund and the Center for Energy and Environment present their findings on state grid modernization during SEPA's 2018 Utility Conference.
Successful implementation of DR program is possible if the users participates into it willingly without compromising with their comfortable life style
DR program does not ensure same amount of benefit for all the participating players i.e, some may be incentivized whwre as some can receive penality.
The employment of DR relies on the reliable,robust and secure communication system.
Choice of efficient energy price structure is the main key factor to attract the users towards DR programs.
International Standards: The Challenges for an Interoperable Smart GridSchneider Electric
Building an electric energy Smart Grid involves proper interfacing between existing devices, applications and systems – all likely sourced from many different vendors. The resulting interoperability allows valuable advantages, such as the ability to use distribution system demand response (DSDR) to improve the efficiency of delivered power. Interoperability enables automated switching sequences, for system ‘self-healing’ and improved reliability, along with effective integration of distributed renewable and non-renewable resources that can enable peak shaving. Interoperability also is vital for assimilating emerging automation technologies that will enable the utility to realize these benefits in the future – and protect public and private sector technology investments.
The International Electrotechnical Commission (IEC) defines international standards, recognized globally, that characterize interoperability and security of electrical, electronic and related technologies. These standards are created to assure interoperability within all the major power system objects in an electrical utility enterprise and allow mission critical distribution functions to take advantage of real-time data in a secure manner. The IEC standards also enable reliable exchange of data among utilities and across power pools.
The U.S. National Institute of Standards and Technology (NIST) is incorporating IEC standards, and developing new or revised standards, to be applied in its development of a Smart Grid as a national energy goal. This standards framework aims to eliminate the implementation of technologies that might become obsolete prematurely or be implemented without necessary security measures – and help utilities make the infrastructure decisions that reduce cost and energy loss, improve network reliability and embrace technology innovation.
Demand Side Management:
Offers cost effective and immediate solution to bridge Demand Supply Gap
Augmenting Tool in Energy Security And Combat Climate Change
since our electrical system consists of many interconnections .in order to have a proper transmission we need grid if we incorporate some sensors it results in smart grid .today grid system consists of all interconnection tapping points
Many new business models and types of entrepreneurs are emerging to accelerate the energy transition. We will share first findings on how these new business models look like and the new type of entrepreneurs and entrepreneurial capabilities needed to operate successfully in the complex, uncertain energy transition, and of course reflect briefly on what this means for policy.
Presentation to the annual UCLA Smart Grid research collaborative discussing the operational considerations of an increasing hybrid electric system involving millions of customers participating.
Modeling the Grid for De-Centralized EnergyTon De Vries
Utilities are facing massive changes that affect all aspects of their business, from planning through operations. Once an industry characterized as technology-risk averse, utilities have been shifting to more agile approaches with a higher tolerance for risk. Modeling the grid to accommodate these changes requires new approaches and closer relationships with trusted
technology partners. This paper will examine what methodologies have driven the acceleration of grid decentralization and what technologies still need to be applied for smooth integration and success.
Electric Distribution Grids in a 21st Century Energy SystemLorenzo Kristov
Architecture of distribution system operators (DSOs) and transmission-distribution coordination in a decentralized, layered electricity network based on renewable energy. Presentation for Stanford University Bits & Watts, June 2017.
[Oil & Gas White Paper] Optimizing Pipeline Energy ConsumptionSchneider Electric
Effective energy management can benefit the hydrocarbon pipeline operator. Energy consumption costs – the leading expense for most operators – are rising continuously; however, the commitments needed on the part of the operator often impede implementation of energy-saving practices.
Key to effective energy management is the ability to quantify energy consumption accurately at any specific time and its cost and that of drag reducing agent (DR) use. Operators committed to energy management can implement a real-time, system-wide power optimization solution that evaluates the resource efficiency of a steady-state model of the pipeline. This solution will also perform costing runs of alternative configurations, formulated for the next energy cost rate or other ‘what if’ scenarios, in order to find the most energy-efficient alternative that maintains operational safety and integrity. Implementing these alternatives, the operator can save one percent to five percent of energy costs and reduce carbon emissions.
This advanced information management technology makes these costing considerations so practical they can become a routine, real-time operations process. Putting available information to work with this solution can make power optimization extremely realistic and highly rewarding for the company while supporting overall operational security, safety and environmental stewardship.
ENERGY MANAGEMENT ALGORITHMS IN SMART GRIDS: STATE OF THE ART AND EMERGING TR...ijaia
The electric grid is radically evolving into the smart grid, which is characterized by improved energy
efficiency of available resources. The smart grid permits interactions among its computational and physical
elements thanks to the integration of Information and Communication Technologies (ICTs). ICTs provide
energy management algorithms and allow renewable energy integration and energy price minimization.
Given the importance of renewable energy, many researchers developed energy management (EM)
algorithms to minimize renewable energy intermittency. EM plays an important role in the control of users'
energy consumption and enables increased consumer participation in the market. These algorithms provide
consumers with information about their energy consumption patterns and help them adopt energy-efficient
behaviour. In this paper, we present a review of the state of the energy management algorithms. We define
a set of requirements for EM algorithms and evaluate them qualitatively. We also discuss emerging tools
and trends in this area.
In today’s commercial buildings, installing an effective
WAGES (water, air, gas, electricity, steam) metering
system can be a source of substantial energy and cost
savings. This white paper examines WAGES metering
as the essential first step toward a comprehensive
energy management strategy. Best practices for
selecting meters, and identifying metering points are
described. In addition, metrics for measuring gains in
energy efficiency are explained.
Today’s energy company is not the same company it was 30, 40 or 50 years ago. The Exelon family of companies has had a long history of proven reliability and performance that had to evolve along the way to meet customer demands. With the increased popularity of distributed generation (solar, wind, biodiesel, etc.) along with micro grids are helping to change the foundation of the traditional utility to meet the demands of our modern economy. Join Exelon Corporation as we explore the advances we’re taking to help build a stronger and smarter foundation for our customers and energy grid.
Course Overview
Smart Meters and Smart Meter Systems are being deployed throughout the world, and utilities are continuing their efforts to improve grid reliability and promote energy efficiency while providing improved services to their customers.
This training will build skills on the required actions for Smart Meter deployment, adaptation and the role that Utility
plays in tackling solving energy cost, integrating renewables and energy efficiency issues. It will explain the underlying
concepts and the role that a wide range of stakeholders can play in developing the business case, policies, technologies
and standards that will improve energy efficiency and reduce future cost of energy through a range of Smart Meter
technologies with a focus on benefits for all stakeholders, and how to achieve success. Participants will benefit from
learning “Regulator Ready” business case from around the world. Participants will also receive a working version of the
business case in Microsoft Excel.
Learning Outcome
1. How to get the stakeholders involved
2. Organic relationships between AMI and Smart Grid
3. Emerging concepts in Smart Meters
4. Emerging technology options in Smart Meter deployment
5. Security Layers for AMI
6. Applications of Smart Meters and Energy Efficiency
7. How to develop detailed cost / benefit analysis
8. Explore solutions that are offered by smart metering technologies
9. Challenges in switching over to smart meters
10. Advanced metering infrastructure & Meter Data Management
11. Benefits to Consumer, Regulators and the Utilities
12. How to minimize Energy Theft
13. International Case studies
Representatives from ComEd, the Environmental Defense Fund and the Center for Energy and Environment present their findings on state grid modernization during SEPA's 2018 Utility Conference.
Successful implementation of DR program is possible if the users participates into it willingly without compromising with their comfortable life style
DR program does not ensure same amount of benefit for all the participating players i.e, some may be incentivized whwre as some can receive penality.
The employment of DR relies on the reliable,robust and secure communication system.
Choice of efficient energy price structure is the main key factor to attract the users towards DR programs.
International Standards: The Challenges for an Interoperable Smart GridSchneider Electric
Building an electric energy Smart Grid involves proper interfacing between existing devices, applications and systems – all likely sourced from many different vendors. The resulting interoperability allows valuable advantages, such as the ability to use distribution system demand response (DSDR) to improve the efficiency of delivered power. Interoperability enables automated switching sequences, for system ‘self-healing’ and improved reliability, along with effective integration of distributed renewable and non-renewable resources that can enable peak shaving. Interoperability also is vital for assimilating emerging automation technologies that will enable the utility to realize these benefits in the future – and protect public and private sector technology investments.
The International Electrotechnical Commission (IEC) defines international standards, recognized globally, that characterize interoperability and security of electrical, electronic and related technologies. These standards are created to assure interoperability within all the major power system objects in an electrical utility enterprise and allow mission critical distribution functions to take advantage of real-time data in a secure manner. The IEC standards also enable reliable exchange of data among utilities and across power pools.
The U.S. National Institute of Standards and Technology (NIST) is incorporating IEC standards, and developing new or revised standards, to be applied in its development of a Smart Grid as a national energy goal. This standards framework aims to eliminate the implementation of technologies that might become obsolete prematurely or be implemented without necessary security measures – and help utilities make the infrastructure decisions that reduce cost and energy loss, improve network reliability and embrace technology innovation.
Demand Side Management:
Offers cost effective and immediate solution to bridge Demand Supply Gap
Augmenting Tool in Energy Security And Combat Climate Change
since our electrical system consists of many interconnections .in order to have a proper transmission we need grid if we incorporate some sensors it results in smart grid .today grid system consists of all interconnection tapping points
Many new business models and types of entrepreneurs are emerging to accelerate the energy transition. We will share first findings on how these new business models look like and the new type of entrepreneurs and entrepreneurial capabilities needed to operate successfully in the complex, uncertain energy transition, and of course reflect briefly on what this means for policy.
Presentation to the annual UCLA Smart Grid research collaborative discussing the operational considerations of an increasing hybrid electric system involving millions of customers participating.
Modeling the Grid for De-Centralized EnergyTon De Vries
Utilities are facing massive changes that affect all aspects of their business, from planning through operations. Once an industry characterized as technology-risk averse, utilities have been shifting to more agile approaches with a higher tolerance for risk. Modeling the grid to accommodate these changes requires new approaches and closer relationships with trusted
technology partners. This paper will examine what methodologies have driven the acceleration of grid decentralization and what technologies still need to be applied for smooth integration and success.
Electric Distribution Grids in a 21st Century Energy SystemLorenzo Kristov
Architecture of distribution system operators (DSOs) and transmission-distribution coordination in a decentralized, layered electricity network based on renewable energy. Presentation for Stanford University Bits & Watts, June 2017.
Addressing the challenge of energy efficiency through ICTFiras Obeido
High Performance buildings: are designed and built to minimize energy usage and environmental impacts, while maximizing comfort, health, and safety.
Smart Buildings: Leverage technology to provide enhanced performance and are connected and responsive to the “smart” power grid, which is emerging as information technology is applied to the infrastructure that delivers our electricity.
Energy Information Management: Is the useful visualization of information resulting from data collection, mining and other analytics.
Truly smart buildings will leverage knowledge that resides outside its walls.
Introducing programs that allow real-time adjustment of demand in addition to supply when wholesale prices are high or when grid reliability is in question or high demand is expected.
Two-way communication between the Grid & the Building where software conversation actually makes the Grid & the Building talk to each other.
The ICT sector can boost energy efficiency and enable emission reductions in a number of ways:
• Standardize
• Monitor
• Account
• Rethink
• Transform
Energy efficiency measures contribute to an organization’s sustainability goals, such as tracking and reducing greenhouse gas emissions. But if the data is trapped within the building management system, executive level decision-makers may not find it.
The underlying principle that drives the connections between smart technology, sustainability, and efficiency is the access to better information that enables more effective decision making, which in turn results in more efficient operations and fewer resource requirements.
Distribution Automation - Emerging Trends and Challenges Providing an overview of challenges, further providing a detail by introducing IEC 61850 standard and finally concluding by discussing the need of a maker approach or workshops thus enabling better skills and development at institutions.
Shared Economy & Open Data in #EnergyEfficiency MarketsUmesh Bhutoria
Paper orginally written for presentation at the AEEE Conclave. It failed to make the cut for final round, we thought we would still let people review it and engage!
Paper talks about our path-breaking work on helping open up data for greater good and value creation
ScottMadden has developed the following document, which provides an overview of DERs, a description of why they are causing so much upheaval in the industry, a summary of the NARUC reports, and an outline of the key questions utilities must address in relation to DERs.
What is DERMS ? Distributed Energy Resources Management System
What is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management SystemWhat is DERMS ? Distributed Energy Resources Management System
How to Replicate solutions for the flexibility challenge? ReFlex Guidebook pr...Leonardo ENERGY
This webinar provides guidance on characteristics and specificities of replication of Flexibility Use-Cases aimed at end-user’s services, supply side services, infrastructure modifications and direct energy storage. It highlights insights from the forthcoming ReFlex Replicability-Guidebook, drawing on the learning experience form ReFlex partners’ 8 demo sites in 4 countries (AT, CH, DE and SE) and a comprehensive socio-technical replicability concept, including the levels of technical functionality, market institutions and regulation, social and political practices, social networks and micro- and macro-economy.
The ReFlex-Guidebook include 4 Use-Cases. We will outline which socio-technical context factors are to be looked at before prospective replication projects are planned and implemented. The webinar will provide a checklist and information on some tools to support demo regions and the wider group of stakeholders in smart grid and smart energy system in co-creating and advancing their smart grid initiatives and replication projects.
Formulation of Net Metering Policy for Odisha to boost rooftop Solar ProjectsBikash Kumar Mallick
Formulation of Net Metering Policy for Odisha to boost Rooftop Solar Projects
Original Link: http://www.iroaf.indianrailways.gov.in/iroaf/uploads/files/1456814619659-Odisha%20Draft%20Net%20Metering%20Policy.pdf
Fonts play a crucial role in both User Interface (UI) and User Experience (UX) design. They affect readability, accessibility, aesthetics, and overall user perception.
Maximize Your Content with Beautiful Assets : Content & Asset for Landing Page pmgdscunsri
Figma is a cloud-based design tool widely used by designers for prototyping, UI/UX design, and real-time collaboration. With features such as precision pen tools, grid system, and reusable components, Figma makes it easy for teams to work together on design projects. Its flexibility and accessibility make Figma a top choice in the digital age.
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Mansi Shah
This study examines cattle rearing in urban and rural settings, focusing on milk production and consumption. By exploring a case in Ahmedabad, it highlights the challenges and processes in dairy farming across different environments, emphasising the need for sustainable practices and the essential role of milk in daily consumption.
Connect Conference 2022: Passive House - Economic and Environmental Solution...TE Studio
Passive House: The Economic and Environmental Solution for Sustainable Real Estate. Lecture by Tim Eian of TE Studio Passive House Design in November 2022 in Minneapolis.
- The Built Environment
- Let's imagine the perfect building
- The Passive House standard
- Why Passive House targets
- Clean Energy Plans?!
- How does Passive House compare and fit in?
- The business case for Passive House real estate
- Tools to quantify the value of Passive House
- What can I do?
- Resources
Transforming Brand Perception and Boosting Profitabilityaaryangarg12
In today's digital era, the dynamics of brand perception, consumer behavior, and profitability have been profoundly reshaped by the synergy of branding, social media, and website design. This research paper investigates the transformative power of these elements in influencing how individuals perceive brands and products and how this transformation can be harnessed to drive sales and profitability for businesses.
Through an exploration of brand psychology and consumer behavior, this study sheds light on the intricate ways in which effective branding strategies, strategic social media engagement, and user-centric website design contribute to altering consumers' perceptions. We delve into the principles that underlie successful brand transformations, examining how visual identity, messaging, and storytelling can captivate and resonate with target audiences.
Methodologically, this research employs a comprehensive approach, combining qualitative and quantitative analyses. Real-world case studies illustrate the impact of branding, social media campaigns, and website redesigns on consumer perception, sales figures, and profitability. We assess the various metrics, including brand awareness, customer engagement, conversion rates, and revenue growth, to measure the effectiveness of these strategies.
The results underscore the pivotal role of cohesive branding, social media influence, and website usability in shaping positive brand perceptions, influencing consumer decisions, and ultimately bolstering sales and profitability. This paper provides actionable insights and strategic recommendations for businesses seeking to leverage branding, social media, and website design as potent tools to enhance their market position and financial success.
Hello everyone! I am thrilled to present my latest portfolio on LinkedIn, marking the culmination of my architectural journey thus far. Over the span of five years, I've been fortunate to acquire a wealth of knowledge under the guidance of esteemed professors and industry mentors. From rigorous academic pursuits to practical engagements, each experience has contributed to my growth and refinement as an architecture student. This portfolio not only showcases my projects but also underscores my attention to detail and to innovative architecture as a profession.
Storytelling For The Web: Integrate Storytelling in your Design ProcessChiara Aliotta
In this slides I explain how I have used storytelling techniques to elevate websites and brands and create memorable user experiences. You can discover practical tips as I showcase the elements of good storytelling and its applied to some examples of diverse brands/projects..
4. Distributed Energy Resources (DERs)
are power generation, storage or load-modifying resources
connected to the electrical system, either behind the meter
on a customer’s premises, or on a utility's primary
distribution system
4
Solar Photovoltaic (Solar PV) Combined Heat and Power (CHP)
Wind Energy Waste to Energy
Electric Vehicles (EVs) Controllable Water Heaters
Smart Thermostats Demand Response
Energy Storage
(Batteries, Flywheels, Thermal,
Compressed Air, Pumped Hydro)
Reciprocating Engines
Type of DERs
6. DER integration can present certain
challenges
1. Visibility: There is no requirement to report or telemeter Behind the Meter
(BTM) generation
2. Intermittency: Many DERs are renewable (e.g. wind or solar) and will come
and go with weather
3. Control: Use of DERs often serves end user needs and not market or society
needs.
4. Markets: Communication protocols and other issues must be worked out for
market participation
5. Reliability: DER generation would need to be considered in system balancing
6. Planning: Growth in DER penetration must be forecasted by location
6
7. DER integration also comes with
specific benefits
ü Market participation of DERs can provide additional low
cost resource and added flexibility
ü DERs can provide resilience and improve reliability
ü DERs can reduce losses as generation located close to
load
ü DERs may reduce carbon emission
ü DERs are able to provide multiple revenue streams or
cost savings to owner
ü DERs can provide local jobs
7
9. Poll How many DERs,
electric vehicles or
smart devices do you
have in your home?
9
a. 0
b. 1
c. 2 to 5
d. Greater than 5
10. • The energy paradigm is changing
• Members are investing in DERs
• DERs create planning, markets
and operational challenges
and opportunities
• Addressing these, will require
collaboration across MISO
• It will take time to work through
the complexity together with
stakeholders to identify and
implement solutions
10
Why work
on DER’s
now?
11. The energy paradigm is evolving
Source: Navigant Consulting, Inc. Read more: https://www.navigant.com/insights/energy/2018/energy-cloud-411
TODAY
One-way Power System
EMERGING
The Energy Cloud
12. 3Ds are enabling this industry evolution…
12
Decentralization
De-marginalization Digitalization
• Megatrends are driving change
across nearly all sectors
• Drivers and impacts are
interrelated – transformation is
needed across system planning,
market design, products,
operational tools and systems
• While new challenges will
emerge, new solutions will also
be possible and necessary
13. … and driving the growth of DERs
13
Decentralization
De-marginalization Digitalization
• De-marginalization: Zero
marginal cost distributed
generation assets include
rooftop solar, community solar
gardens and small wind farms
• Decentralization: Batteries,
heat pumps, electric heating,
electric vehicles and distributed
generation are often chosen and
owned by the end-user
• Digitalization: This includes
advanced communications,
cloud computing, Internet of
Things - e.g. smart thermostats,
controllable load, virtual power
plants and system aggregators
DERs
14. MISO Members are investing in DERs
14
Example: Xcel Energy $1.2Bn FY18-FY22
15. and addressing retirements with DERs
15 https://www.consumersenergy.com/-/media/CE/Documents/sustainability/integrated-resource-
plan-summary.ashx?la=en&hash=9F602E19FE385367FA25C66B6779532142CBD374
GW
8
6
4
2
0
Example: Consumers Energy Replacement Plan (to address retiring fossil fleet)
16. It only takes 1% of non-conforming load to impact
the reliability of MISO’s operations
Impact of DERs on Bulk Electric System, Argonne National Laboratory
• The high penetration of distributed energy resources (DERs) on modern distribution
systems introduces:
• Intermittent power generation,
• Stochastic [random] system operating conditions, and
• Bidirectional power flows
• These impact the system responses to various types of disturbances and may pose
challenges to the operations and reliability of the Bulk Electric System (BES).
• In order to understand the impact of DERs on the planning and operation of the
BES, the distribution system can no longer be represented as a single load at a
node on the transmission system.
• At the same time, advanced control capabilities of DERs offer potential opportunities
for improving BES reliability by transforming DERs from a passive “do no harm”
resource to an active ‘support reliability’ resource when applied in a planned and
well-thought-out manner.
16
17. 17
Activity What does MISO need to
prepare to do differently to
address the risk of a future
with more DERs?
1.______________
2.______________
3.______________
19. For past two+ years, MISO has focused on listening to
stakeholders, academia, industry and peers on DER needs
19
Grid/Market Operators
Labs/Universities/
Vendors/Industry
Stakeholders
Member Outreach
20. These insights informed MISO’s strategy to focus
on four key issues for the DER Program
Roadmap & Integration
Approach
Define integration approach and coordinate
roadmap development in collaboration with
stakeholders
Governance and Policy
Coordinate governance and policy changes
at federal and state level
Visibility Needs
Identify visibility, situational awareness,
forecasting, and communication needs
across footprint
Markets
Enhance market participation model and
innovate market system computational
capabilities
20
21. DER Program Goal
The Distributed Energy Resources Program is focused on preparing for
the risks, both threats and opportunities, of a future with a higher
penetration of distributed energy resources in the MISO region.
This includes research to understand impacts to and prioritize solutions
(services, products, tools, technology, processes, etc.) for planning,
operations and markets that is responsive to state, federal and member
needs.
Internal and external collaboration is essential to meeting this goal and
a central component of the program approach.
21
22. Program Management work stream
22
Facilitate coordination across a cross-
functional team to support DER integration
efforts and DER Program awareness
The Program Management work stream works to
identify DER program needs, facilitate work stream
coordination, provide DER education opportunities and
strategically communicate DER program-related
information to internal and external stakeholders in a
transparent, consistent way
23. Roadmap & Integration Approach
work stream
23
The DER Roadmap and Integration work stream will develop
a comprehensive and aligned approach to DER integration
by providing a catchall level of coordination to ensure a
consistent and coherent functional approach for DER across
work streams and technical coordination of work stream
efforts to avoid gaps or overlaps.
Recommend an optimal DER integration
approach and coordinate the development of
a DER Roadmap in collaboration with internal
and external stakeholders
24. Governance & Policy Coordination
work stream
MISO is working with the Organization of MISO States
(OMS) and affected transmission owners and
distribution operators to develop policies and
procedures to facilitate DER participation in the market
while maintaining the safety and reliability of Bulk
Electric System and the respective Distribution Systems
24
Coordinate DER governance and policy
changes at federal and state level
25. 25
Visibility Needs work stream
The Visibility Needs work stream will address a
particularly challenging need of the Bulk Electric
System — visibility of where DERs are located relative
to the bulk system, and what impacts they might have
on the bulk system
Identify visibility, situational awareness and
communication needs across footprint
26. Markets work stream
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The Markets work stream will consider DER impacts
and integration into all MISO markets. Coordination with
MISO Market System Enhancement (MSE) activities will
be crucial to this effort.
Enhance the market participation model and
innovate market system computational
capabilities
27. Three key take-aways:
1. What are DERs?
2. Why work on DERs now?
3. What is MISO doing to address DERs?
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29. Definitions
TERM DEFINITION
Advanced metering
infrastructure (AMI)
An integrated system of smart meters, communications networks, and data
management systems that enables two-way communication between utilities and
customers.
(Source: https://www.smartgrid.gov/recovery_act/deployment_status/sdgp_ami_systems.html)
Behind-the-Meter
BTM system is a renewable energy generating facility that produces power intended for
on-site use in a home, office building, or other commercial facility.
(Source; http://www.ppcsolar.com/behind-meter-mean/)
Demand Response
The reduction or shifting of electricity usage during peak periods in response to time-
based rates or other forms of financial incentives.
(Source: https://www.energy.gov/oe/activities/technology-development/grid-modernization-and-smart-grid/demand-
response)
Distributed Energy
Resources (DERs)
Power generation, storage or load-modifying resources connected to the electrical
system, either behind the meter on a customer’s premises, or on a utility's primary
distribution system.
Integrated Resource Plan
(IRP)
An IRP is a roadmap to meet forecasted energy demand using both supply and demand
side resources to ensure reliable service to customers in the most cost-effective way.
(Source: https://blog.aee.net/understanding-irps-how-utilities-plan-for-the-future)
Intermittency
An intermittent energy source is any source of energy that is not continuously available
for conversion into electricity and outside direct control because the used primary energy
cannot be stored.
Renewable Energy Energy from a source that is not depleted when used, such as wind or solar power
30. Types of DERs & Characteristics
Type Characteristics Comment
Solar PV Output a function of solar
irradiance. Will be
Intermittent
Inverter connected. Smart inverters have
capability to provide grid support if
configured correctly and can respond to
control signals.
Wind Intermittent source based
on wind
Inverter connected. See above
Electric
Storage
Withdraws for later
injection
Broad range of capability. Primarily
installed to shape or shift customer load.
Can provide regulation, spin or
Supplemental depending on energy
capacity. Must be very large to arbitrage
energy
Combined
Heat and
Power
Combustion engine
operates for local backup
or economics
Generally on or off based on Customer
desire to shape or shift load
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31. Types of DERs & Characteristics
Type Characteristics Comment
Waste to
Energy
Combustion engine
operates based on fuel
availability
May or may not be dispatchable.
Electric
Vehicles
Charging may be
dispatched by utility or
aggregator
Preliminary programs being examined in
US; Programs underway in Europe
Smart
Thermostats
Demand response to
shape or shift load
Temperature setting dispatched up down
by utility or aggregator for Demand
Response programs
Controllable
water heaters
Demand response to
shape or shift load
Temperature setting dispatched up down
by utility or aggregator for Demand
Response programs
Demand
Response
Varied Any program to shape, shift or shimmy
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32. Types of DERs & Definitions
Type of DER Definition
Solar Photovoltaic
(Solar PV)
A photovoltaic system in which solar cells produce
direct current electricity from sunlight which can be
used to power equipment or to recharge a battery
Wind Energy A form of energy conversion in which turbines convert
the kinetic energy of wind into mechanical or electrical
energy that can be used for power.
Energy Storage
(Batteries, Flywheels, Thermal,
Compressed Air, Pumped
Hydro)
The conversion of electrical energy into a form of
energy which can be stored, the storing of that energy,
and the subsequent reconversion of that energy back
into electrical energy.
Combined Heat and Power
(CHP)
An energy efficient technology that generates
electricity and captures the heat that would otherwise
be wasted to provide useful thermal energy—such as
steam or hot water—that can be used for space
heating, cooling, domestic hot water and industrial
processes.
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33. Types of DERs & Definitions
Type of DER Definition
Waste to Energy A process in which energy is gained through the
process of combustion directly or sometimes fuel is
produced from waste, which is the source for energy
Electric Vehicles
(EVs)
A vehicle which uses one or more electric motors for
propulsion
Smart Thermostats Devices that can be used with home automation and
are responsible for controlling a home's heating and/or
air conditioning
Controllable Water Heaters Electricity supplied to an electric hot water systems
which are often separately metered to allow
automation of operation during off-peak hours
Demand Response The reduction or shift of electricity usage during peak
periods in response to time-based rates or other forms
of financial incentives.
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