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© 2016 Electric Power Research Institute, Inc. All rights reserved. EPRI Power Delivery and Utilization Advisory Meeting September 21, 2016 Distribution Planning (180A) Jeff Smith, [email protected] Jason Taylor, [email protected] Roger Dugan, [email protected] Mobolaji Bello, [email protected]

Distribution Planning (180A) - Amazon S3 · Distribution Planning, Design, and Analysis. P180A Brief Overview. Overview: Modern tools for planning and design of distribution systems

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  • © 2016 Electric Power Research Institute, Inc. All rights reserved.

    EPRI Power Delivery and Utilization Advisory Meeting

    September 21, 2016

    Distribution Planning (180A)

    Jeff Smith, [email protected] Taylor, [email protected]

    Roger Dugan, [email protected] Bello, [email protected]

    mailto:[email protected]:[email protected]:[email protected]:[email protected]

  • 2© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Power System Studies Team – Modeling and SimulationWe’ve grown in the past year

    Jeff [email protected]

    Matt Rylander, [email protected]

    Roger [email protected]

    Wes [email protected]

    Huijuan Li, [email protected]

    Alison O’Connell, [email protected]

    Jouni Peppanen, [email protected]

    Davis Montenegro-Martinez, [email protected]

    Mobolaji [email protected]

    Jason Taylor, [email protected]

    mailto:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]:[email protected]

  • 3© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Overview

    Distribution Planning (180A) Overview2016 Project Deliverables

    – Status updates– Key findingsOutlook into 2017 (P200)

  • 4© 2016 Electric Power Research Institute, Inc. All rights reserved.

    R&D/ALL

    Planners

    Asset Managers

    Operations

    All

    PS180 A Planning

    PS180 C Cable Systems Management

    PS180 B Asset Inspection, Maintenance, Planning

    PS180 D Reliability Management

    PS180 E Risk Mitigation Strategies

    PS180 G Technologies Evaluation & Assessment

    PS180 I Distribution Systems Practices

    PS180 J Technology Transfer

    PS180 F Operations

    PS180 H Technology Development

    Distribution Systems Research Program (P180) 2016 Project Sets

  • 5© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Systems Research Program (P180)2016 Projects

    Project Set Project Description Audience

    PS180A - Planning180.001 Tools, Methods, & Modeling for Dynamic Dx Systems

    Planners180.002 Protecting the Modern Distribution Grid

    PS180B - Asset Inspect, Maint & Planning180.003 Component Reliability

    Asset Managers

    180.004 Inspection, Diagnostics & Life Extension

    PS180C - Cable Systems Management180.005 Methods for Cable Fleet Management

    180.006 Advanced Cable Diagnostics

    PS180D - Reliability Management180.007 OMS/DMS Data for Reliability/Resiliency

    Operations

    180.008 Reliability and Resiliency Practices

    PS180E - Risk Mitigation Strategies

    180.009 High-Impedance Fault Detection

    180.010 Trends and Developments in Risk Management

    180.011 Lockout-Tagout and Switching in UDS

    PS180F - Operations

    180.012 Distribution Management System Guides

    180.013 Operational Studies and Research

    180.014 Smart Distribution Applications for DER

    PS180G – Tech Evaluation & Assessment180.015 Sensors

    R&D/All180.016 Switching Devices

    PS180H - Technology Development180.022 Innovative Distribution Sensors

    180.023 Power Supplies

    PS180I - Practices180.019 Underground Practices

    All180.020 Overhead Practices

    PS180J - Tech Transfer & Industry Coord 180.021 Tech Transfer and Industry Coordination

  • 6© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planning, Design, and AnalysisP180A Brief OverviewOverview: Modern tools for planning and design of

    distribution systems New analysis and protection methods New analysis and modeling approaches Incorporation of DER and DMS/DA into the

    planning process

    Substation

    feeder voltage heatmap

    Specific Issues: Distributed energy

    resources Distribution automation Protection

    Target Audience: Distribution Planners Protection Engineers

    feeder voltage profile

  • 7© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planners and Protection Engineers

    2016 Projects1. DER modeling guide for grid impact

    assessment

    2. Incorporating DMS/DA into planning tools

    3. Fault current contribution/TOV modeling for DER impact assessments

    4. Distribution guidebook Grid Modernization

    Safety

    Reliability

    Knowledge & Practices

    Asset Management

    Capacity and Efficiency

    DistributionSystemFutureStateTools and Methods

  • 8© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Tools, Methods, & Modeling for Dynamic Distribution Systems (P180.001)• Deliverables

    Technical Update Reports:

    1. Incorporating DMS/DA into Planning Tools

    2. Modeling and Analysis Methods for DER

    3. Distribution Planning Guidebook

    • Completion Date

    December 2016

    • Project Life

    Report Report Report

    2016 Project Tasks

    CompletedIn ProcessUpcoming

    Project Plans & Scope

    DMS/DA Model Implementation and

    Evaluation

    Planning Guidebook

    Webcast/Report(s)

    DER Assessment Method Evaluation

    2015 2016 2017

  • 9© 2016 Electric Power Research Institute, Inc. All rights reserved.

    • Deliverables

    Technical Update Reports:

    1. Modeling of PV Inverters for Protection Studies

    • Completion Date

    December 2016

    • Project Life

    Report Report Report

    Protecting the Modern Distribution Grid(P180.002)

    2016 Project Tasks

    Completed

    In Process

    Project Plans & Scope

    Lab Testing

    Modeling

    Tech update

    Analysis

    2015 2016 2017

  • 10© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planners and Protection Engineers

    2016 Projects1. DER modeling guide for grid impact

    assessment

    2. Incorporating DMS/DA into planning tools

    3. Fault current contribution/TOV modeling for DER impact assessments

    4. Distribution guidebook Grid Modernization

    Safety

    Reliability

    Knowledge & Practices

    Asset Management

    Capacity and Efficiency

    DistributionSystemFutureStateTools and Methods

  • 11© 2016 Electric Power Research Institute, Inc. All rights reserved.

    DER Modeling Guide for Grid Impact Assessment

    Issue Most DER connects to grid secondary Most distribution models not sufficient

    for impact assessments Planning tools don’t consider combined

    impact of multiple DER technologies

    Objective Provide guidance regarding the

    distribution modeling and analysis methods for DER

    Part 1 of a 2 part Series– Grid Modeling (2015)– DER Modeling (2016)

    ValueBetter understanding and quantification of DER integration and grid impacts

    traditional loadEVsolar/windstorage

    Medium voltagedistribution

    Secondary voltage(480/120V)

    Tran

    smis

    sion

    Pow

    er

    time

    Refining “how” we model distribution to better quantify time and locational

    impacts of resources

  • 12© 2016 Electric Power Research Institute, Inc. All rights reserved.

    2016 Technical Deliverable Recommended approaches for modeling DER using today’s data and tools Best practices Examples and insights Application guidance Data needs

    Looking ahead: recommended approaches for modeling DER using tomorrow’s data and tools

    Leveraging methods/approaches developed and applied in other research

    areas (PEV, PV, ES, etc.)

    A Need for Change

    The industry as a whole is devoting a great deal of effort integrating new customer technologies into the distribution system.

    Little effort has focused on howto better model the distribution system in order to efficiently, effectively, and reliably integrate DER and other new technologies into the grid.

  • 13© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Recommended Approaches Using Today’s Tools

    Using the right tool for job• Recommendations and guidance

    • Requirements & best practices

    • Application considerations

    • Examples and takeaways

    • Voltage• Capacity• Energy/Losses• Reliability• Protection

    Study Objectives

    • Instantaneous Load Flow• Quasi-static Time Series

    (QSTS)• Electromagnetic Transient• Reliability• Fault Contribution• Secondary Design

    Assessment Tools

    • Renewable Energy Sources• Energy Storage• Distributed Generation• Demand Response

    DER Characteristics

  • 14© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Instantaneous Load FlowApplications Bounding or screening Locational sensitivity

    Data requirements Nameplate rating Coincidence Location

    Considerations Can be conservative Controls may not be sufficiently

    represented Does not include time-dependent

    response

  • 15© 2016 Electric Power Research Institute, Inc. All rights reserved.

    PV Hosting Capacity Example

    *Hosting Capacity

    lower

    higher

  • 16© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Quasi-Static Load FlowApplications Voltage regulation Thermal considerations Energy and losses Control setting/design

    Data requirements Resource profiles Controls Location

    Considerations Profile construction DER control Sequential steady-state results

    1.025

    1.03

    1.035

    1.04

    1.045

    04 06 08 10 12 14 16 18 20

    volta

    ge (p

    u)

    Hour

    Daily Voltage Profile(Average Three Phase)

    -4

    -2

    0

    2

    4

    6

    8

    10

    12

    14

    0 4 8 12 16 20

    Tap

    Ope

    ratio

    n Di

    ffer

    entia

    l

    Hour

    Phase A

    Phase B

    Phase C

  • 17© 2016 Electric Power Research Institute, Inc. All rights reserved.

    DER Profiles

    Recommendations on: Time duration of study

    – 24 Hour peak or off-peak day– 8760

    Behavioral characteristics– Variability– Seasonality– Controls

    Time increment Data requirements and

    common issues

    DER ModelTime Power

  • 18© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Behavioral Models

    Guidance: Available models Application Data needs Limitations & gaps

    DER ModelInputs Power

    Fleet of Distributed Energy Storage Elements

  • 19© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Example: Smart Inverters

    Solar Rooftop PV

    With volt/var control

    Baseline – No PV

    20% PV20% PV withvolt/var control

    Customer Load Customer PV

    VARs

    Gen

    erat

    ed Capacitive

    Inductive

    System Voltage

    V1 V2 V3V4

    Q1

    Q4

    Q3Q2

    Volt-Var Control

  • 20© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Tomorrow’s Needs Model Improvements Data requirements and

    collection Model advancements

    – Regional specific models– New resource types – New controls

    Validation

    Probabilistic Models Adoption level Location Profiles Behavioral characteristics At all levels of the system

    (primary and secondary)

    P

    µP

    costant standard deviation σP

    hours0 24

    Wind generation

    P

    hours0 24

    variablemean power output µP

    andstandard deviation σP

    Photovoltaic generationP

    µP

    σP = 0

    hours0 24

    Biomass generation

    0 2412

    : uncertainty band

    LoadP

    hours

  • 21© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planners and Protection Engineers

    2016 Projects1. DER modeling guide for grid impact

    assessment

    2. Incorporating DMS/DA into planning tools

    3. Fault current contribution/TOV modeling for DER impact assessments

    4. Distribution guidebook Grid Modernization

    Safety

    Reliability

    Knowledge & Practices

    Asset Management

    Capacity and Efficiency

    DistributionSystemFutureStateTools and Methods

  • 22© 2016 Electric Power Research Institute, Inc. All rights reserved.

    DA/DMS Modeling for PlanningIssue:Lack of planning tools capable of evaluation and design of advanced distribution automation and controls

    Objectives: Development and demonstration

    advanced planning capabilities Drive vendor capabilities Development of standardized

    controls User-written models

    Enhance planning practices and guidance for DA/DMS

    Primary Substation

    Secondary Substation

    Tie Breaker

    CB

    SSSS CB CB SS SS

    CB: Circuit BreakerSS: Sectionalizing Switch

    CB

    Normally closed

    Normally open

    IED

    IED

    IED

    IED

    IED

    IED

    IED

    SCADA

    DMS

    IED: Intelligent Electronic DeviceDMS: Distribution Management SystemEMS: microgrid Energy Management SystemSCADA: Supervisory Control And Data Acquisition

    MV Intentional Island

    DG

    DG

    DG

    DESDES

    DES

    Communication link

    EMS

    LV Microgrid MicrogridCommunication link

    Developing a Multi-functional Testbed for Holistic System and Control Design and Evaluation

  • 23© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Advanced System Planning Tool Development

    Applied Assessments Volt-var Optimization

    FLISR

    Tool Enhancements

    Developing visualization advancements

    Investigation computational improvements

    Integration &

    Delivery

    Implementation &

    Testing

    Analysis &

    RequirementsPrototypePlatform

    Use Case Evaluations

    Analysis Tools Planning Practices

    Simulation and Model

    Development

    System Control Interface (SCI) Platform

    Demonstrate and guide development of industry tools for holistic system planning

  • 24© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Advancing Distribution Analytics through Visualization

    Why graphical? Easier to comprehend

    results and scenarios

    Better understanding of system wide behaviors

    Increased planning engineer efficiencies

    Easier to assess advance functionalities

    Easier to diversify the research/testing scenarios and their complexity

    Better visualization techniques and tools to address increasing

    levels of complexities and support new objectives

  • 25© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Computational Improvements

    Extend interoperability capabilities

    Implementing parallel processing capabilities in OpenDSS

    R&D platform to evaluate appropriate modeling requirements

    Advance, evaluate, and demonstrate techniques to

    improve computational efficiency

  • 26© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planners and Protection Engineers

    2016 Projects1. DER modeling guide for grid impact

    assessment

    2. Incorporating DMS/DA into planning tools

    3. Fault current contribution/TOV modeling for DER impact assessments

    4. Distribution guidebook Grid Modernization

    Safety

    Reliability

    Knowledge & Practices

    Asset Management

    Capacity and Efficiency

    DistributionSystemFutureStateTools and Methods

  • 27© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Protecting the Modern GridObjective Develop a simplified model that is

    sufficient for determining for planning and protection designs with PV

    Scope Test inverters and develop a

    computer model suitable for planning in OpenDSS

    Collaboration Testing, modeling, and validation

    with Distributed Renewables (174) and Bulk Renewables (173)

    Status: Completed in Q3, Tech. note for VCCS model available

    Tom McDermott, Laura WiesermanImproved PV inverter modeling is needed to better assess protection settings during faults

  • 28© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Tested additional islanding scenarios, e.g. fault current contribution, islanding, open conductor, etc.

    Tested additional inverter models to establish a representative sample

    Developed inverter models with verified data.

    New inverter libraries available in OpenDSS.

    2016 Effort 2014 Tech update

    2015 Technical Update

    Incorporate test results into the model to predict system response.

    Lab Testing

    Develop OpenDSS Model

    Finalize lab testing

    2016 Technical Update

    Incorporate Txmodeling efforts*

    In collaboration with P173 (Bulk Renewables)

  • 29© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Inverter TestingModel Phases kW

    Enphase M215 (18) 3 (208 V) 4.05

    Eaton PV 250 3 (208 V) 5.0

    Schneider Conext TX 2800 NA 1 (240 V) 2.8

    Power One UNO-2.0.1-OUTD-S-US 1 (240 V) 2.0

    Fronius IG2500-LV NEG 1 (208 V) 2.0

    Solectria PVI-3000 1 (240 V) 3.0

    SMA SB-3000TL-US-22 1 (240 V) 3.0

    3-Phase Fronius Inverter from EPRI 3(208 V) ≤10KW

  • 30© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Testing and modeling results (Fault at Inverter terminals)

    Eight inverters tested are clustered into categories of behavior

    Fronius Three-Phase

  • 31© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Testing and modeling results (Fault on Transmission)Fault Ride-Through

    Remaining energized

    Inverters have different fault responses during voltage sags as well

  • 32© 2016 Electric Power Research Institute, Inc. All rights reserved.

    The Hammerstein-Wiener framework

    Step Response of Linear Block

    Piecewise Linear Function representing output nonlinearity

    Piecewise Linear function representing

    input nonlinearity

    Piecewise Linear function representing

    input nonlinearity

    separates linear dynamics and non-linearities in the inverter model.

    X Y X Y

    Table for Piecewise Linear Expressions

    Table for Piecewise Linear Expressions

    W(t) x(t) y(t)u(t)

    Z-1

    transfer function expression

  • 33© 2016 Electric Power Research Institute, Inc. All rights reserved.

    • HW: models a SISO system by breaking it into in/output nonlinearity, via linear “Z-1”

    • MATLAB Toolbox comes with HW functions, with limited scale.

    • Used PV inv transient data (lab) to ID HW transient models, then feed to OpenDSS.

    • 5/10 kHz filter freq = sampling rate of power quality monitor used to collect lab data.

    • Transient testing, non-linear dynamic modeling approach

    Hammerstein-Wiener model in Discrete Time Domain

    o Inject a u(t) waveform, into the input nonlinearity, BP1.

    o Running inside OpenDSS, u(t) is generated from the most recent

    phasor voltage solution.

    o Pre-event inverter power output is a fixed input parameter (not shown)

    Filter order ranges from 4 up to the MATLAB limit of 52

    o BP2 output, y(t), is a current waveform injected by the inverter

    into the grid.

    o I (RMS) calculated as shown, (assume pf=1), and inject that

    current into OpenDSS as a voltage-controlled current source (VCCS).

  • 34© 2016 Electric Power Research Institute, Inc. All rights reserved.

    In OpenDSS Available as a new element (v7.6.5_18)

    OpenDSS runs at a 1-ms step to 10-ms

    for a phasor-dynamic solution.

    Can also run in snapshot mode

    In the plotted currents,

    – RED trace* = what OpenDSS will inject into the

    feeder (current envelope).

    – BLACK trace = internal HW current waveform.

    – BLUE trace = a peak detector for output only.

    *Unstable current waveform due to bad data

    Build 7.6.5_18

  • 35© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Outcomes……

    .

    Value:

    • Improved modeling of PVinverters during faultconditions allows utilities tobetter quantify impacts toexisting protection

    • Improved identification ofchanges to protection settingscan be made

    • Software vendors can nowadopt these models for theirplatforms (CYME, Synergi,etc)

  • 36© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planners and Protection Engineers

    2016 Projects1. DER modeling guide for grid impact

    assessment

    2. Incorporating DMS/DA into planning tools

    3. Fault current contribution/TOV modeling for DER impact assessments

    4. Distribution guidebook Grid Modernization

    Safety

    Reliability

    Knowledge & Practices

    Asset Management

    Capacity and Efficiency

    DistributionSystemFutureStateTools and Methods

  • 37© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Planning Book Chapters for 2015

    1. Planning with Harmonics w/ P1

    2. Distribution Planning with DG w/ P174

    3. Modeling of energy storage(Integrated grid/microgrids)

    4. Optimal Recloser siting

    Publication #: 3002006114

  • 38© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Planning Book Chapters for 2016

    1. Distribution System Analysis Basics2. Distribution Power Flow Methods3. Models of Circuit Elements (Lines,

    Transformers, Loads, etc)4. Dynamics Simulation for Distribution

    … Here are some excerpts to give you an idea of the material covered ….

  • 39© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution System Analysis Basics

  • 40© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Typical North American Distribution System

    Typical 4-wire multi-grounded neutral system

    Unigrounded/Delta 3-wire also common on West Coast

  • 41© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Typical European Style System

    – 3-wire unigrounded primary

    Three-phase throughout,including secondary (LV)

  • 42© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Urban Low-Voltage Network Systems

    138 kV Transmission Supply

    26.4 kV Distribution

    LOAD

    LOW-VOLTAGE GRID NETWORK(MESHED)

    FEEDERS

  • 43© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Why are most distribution systems radial?

  • 44© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Interconnecting DG 44

    Utility Fault-Clearing Practices•This explains why most systems are radial Important to understand this for DER

    application on the “Integrated Grid”– Lower-cost protection for the inevitable short

    circuit

    This is where many of the operating conflicts arise !!

    DER response during faults can– Affect utility practices, fault clearing– Be damaged by fault clearing practices

  • 45© 2016 Electric Power Research Institute, Inc. All rights reserved.

    45

    The Fuse Characteristic Dictates Utility Fault Protection Practices On Distribution

    Time

    5 50 500 5000 50000

    CURRENT

    0.010

    0.10

    1

    10

    100

    1000

  • 46© 2016 Electric Power Research Institute, Inc. All rights reserved.

    What Drives the Planning Decision?

  • 47© 2016 Electric Power Research Institute, Inc. All rights reserved.

    On Losses … It is very popular among researchers to develop

    “optimization” methods that minimize losses Certainly the losses increase by the square of the

    current, so they can rise considerably at peak load. But is this enough to justify new investment?

    – Generally not.

    What drives the desire for new investment is the need to serve the load (or DER). – i.e., the reliability of the system. Shunt capacitors at $10-30/kvar can be justified

    – For most other things it is more economic to do nothing!

  • 48© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Unserved Energy (UE) & EEN For Cost-Minimization Planning Method

    Normal

    Emergency or MaximumUE

    EEN

    EEN = Energy Exceeding Normal

  • 49© 2016 Electric Power Research Institute, Inc. All rights reserved.

    49

    EEN Characteristic for Sharp Summer Peak Overload Problem

    The shape of the Peak clearly indicates the Extent

    of the problem.

    This visual suggests the possible solutions.

  • 50© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Power Flow Calculations

  • 51© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Power Flow Methods …Most power flow methods were developed for power

    flow calculations for Transmission (HV) systems.– Generally for positive-sequence models only– Adequate for capacity planning of 3-phase systems

    DG and other issues demand more detailed model Formulation influenced heavily by P-V generation bus

    – Not needed in most distribution analysis

    They are not necessarily the best methods to use for Distribution (MV and LV) systems– Other numerical methods that are more appropriate, – Better ways to write the equations describing the system.

  • 52© 2016 Electric Power Research Institute, Inc. All rights reserved.

    The Unbalanced Distribution System

    This takes more than a positive-sequence model !!

  • 53© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Radial Circuit Power Flow Calculations

    SubstationTransformer

    Swing Bus

    |V|,θ

    Load BusP + jQ

    Load BusConstant Z

    Load BusP, Constant X

  • 54© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Forward-Backward Sweep Process …

    FORWARDSWEEP

    BACKWARDSWEEP

    Z

    COMPUTEVOLTAGE

    DROPS

    ACCUMULATECURRENTS

  • 55© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Per Units or Actual values?

    The Per-Unit system was developed to avoid explicit modeling of transformer winding ratios and different voltage levels to simplify hand calculations …

    Per unit system not necessarily needed– The EPRI OpenDSS program doesn’t use it– To computers, numbers are numbers Modern solvers can do their own normalization

    Some distribution problems can’t easily be solved in per unit system – easier in actual ohms

  • 56© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Example: Residential Service Transformer

    Load A

    Load B7.2kV

    120V

    120V

    Load A ≠ Load B

    +

    +-

    -

    What’s the voltage base for the LV side that would allow removing the explicit transformer?

  • 57© 2016 Electric Power Research Institute, Inc. All rights reserved.

    The OpenDSS Network Model

    Injection (Compensation) Currents from Loads, Generators, etc.(Power Conversion Elements)

    VSOURCE

    (Norton Equiv.)

    Linear Part of Loads Included in YSYSTEM

    YSYSTEM

  • 58© 2016 Electric Power Research Institute, Inc. All rights reserved.

    OpenDSS Solution Method – More General than FB Sweep

    Yprim 1 Yprim 2 Yprim 3 Yprim n

    Y=IinjI2

    Im

    I1

    ALL Elements

    PC ElementsComp. Currents

    V NodeVoltages

    Iteration Loop

  • 59© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Annual Losses – I2R compared to No-Load

    0

    20

    40

    60

    80

    100

    120

    140

    0 2000 4000 6000 8000 10000

    Annual losses

    "Load Losses kWh" "No Load Losses kWh"

  • 60© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Modeling Transformers

  • 61© 2016 Electric Power Research Institute, Inc. All rights reserved.

    A Dynamics Example (Black start of a Microgrid)

    Model may require more than 30 parameters.

  • 62© 2016 Electric Power Research Institute, Inc. All rights reserved.

    OpenDSS PVSystem Model

    Panel kW = Pmpp (in kW @1kW/m2 and 25 C) * Irradiance (in kW/m2) * P-TFactor (@actual T)

    Output kW= Panel kW * Inverter Efficiency Factor

  • 63© 2016 Electric Power Research Institute, Inc. All rights reserved.

    OpenDSS - A P180 Success StoryDownloads Continue to Accelerate

    Estimate: ~ 2000 active users World-Wide at any time

    More and more profs assigning projects each year

  • 64© 2016 Electric Power Research Institute, Inc. All rights reserved.

    InnovationsDG Modeling

    Time-Series Power Flow

    Multi-phase Modeling

    Smart Grid Modeling

    Transformer Model

    Inverter Modeling for Planning

    Storage Model for Planning

    Optimal Recloser Siting

    Stray Voltage/Current Analysis

    EMI Harmonics Propagation

    Free tool for Graduate Students

    Fast Yearly Simulation

    Co-simulation of Power and Comm.

    Hosting Capacity Development

    OpenDSSEPRI Utility Members180, 174, 1, 161, 94

    Research Funding,

    Workshops

    Research Results, Direct

    Usage

    UniversitiesStudents

    Workshops Tech PublicationsEPRI, IEEE, Cigre,

    CIRED, Trade Journals

    Research Results, Joint Utility-University

    ProjectsBetter-Trained

    WorkforceIndustry Studies

    $, Model Development

    Academic Usage

    DOE, Nat’l Labs

    $, New Methods

    Lab Usage

    DSA Software Suppliers

    Tech Transfer,Methods and

    Models

    Improved Tools

    And Services

    Usage by Consultants

    Research Results,

    New Technologies

    Improved Customer Relations

  • 65© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Planning and Operations -2017

    Brief Intro to New Program 200

  • 66© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Distribution Systems (P180)

    PS180A - Planning

    PS180B - Asset Inspection, Maint, and Planning

    PS180C - Cable Systems Management

    PS180D - Reliability Management

    PS180E - Risk Mitigation Strategies

    PS180F - Operations

    PS180G - Technologies Eval. & Assessment

    PS180H - Technology Development

    PS180I - Distribution Systems Practices

    PS180J - Tech Transfer & Industry Coordination

    2016Distribution Operations & Planning (P200)

    PS200A – Planning

    PS200B – Operations

    PS200C - Tech Transfer & Industry Coordination

    2017 New Program

    Integration of DER (P174)

    PS174A - Modeling & Simulation

    PS174B - Grid Support Functions & Connectivity

    PS174D - Utility Economics & Practices

    PS174E - Tech Transfer & Industry Coordination

    Distribution Systems (P180)

    PS180B - Asset Inspection, Maint, and Planning

    PS180D - Reliability and Resiliency Management

    PS180E - Risk Mitigation Strategies

    PS180G - Technologies Assessment & Develop.

    PS180I - Distribution Systems Practices

    PS180J - Tech Transfer & Industry Coordination

    Integration of DER (P174)

    PS174A - Advanced Modeling & Simulation

    PS174B - Enabling/Assessing Grid Supportive DER

    PS174D - Utility Economics & Practices

    PS174E - Tech Transfer & Industry Coordination

    Distribution Area – Program Structure for 2017

  • 67© 2016 Electric Power Research Institute, Inc. All rights reserved.

    P200: An Interface Hub for Distribution Systems, Technology, and Architecture

    Distribution Planning

    and Operations

    (P200)

    Transmission Operations

    and Planning

    Distribution Infrastructure

    ICT, Cyber Security

    Energy Utilization

    DER Integration

    Architecture and Commsintegration

    Grid Integration & Economics

    Storage, efficiency, demand response, and

    power quality

    T&D Integrated O&P

    Reliability, Resiliency, Practices, Safety, Risk

  • 68© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Planning• Load/DER forecasting• Load modeling and allocation methods• Eval voltage thresholds for planning and ops

    Protection• Best practices for improving resiliency• Existing and future solutions for anti-islanding• Adaptive protection

    Operations• Operational Studies• Guidebook for DMS Applications• Incorporating DER into control algorithms

    Tech Transfer• Distribution Operations Interest Group• Planning Immersions• Planning Guidebook

    Distribution Planning and Operations (P200)A few of the proposed projects for 2017

  • 69© 2016 Electric Power Research Institute, Inc. All rights reserved.

    Logistics

    Officially launching January 2017 “Starter” meeting held today

    – Time: Wednesday, 1-3PM– Location: Diplomat 1+2– Who: Open to all

    Distribution Planning (180A)Power System Studies Team – Modeling and Simulation�We’ve grown in the past yearOverviewSlide Number 4Distribution Systems Research Program (P180)� 2016 Projects�Distribution Planning, Design, and Analysis�P180A Brief Overview2016 ProjectsTools, Methods, & Modeling for Dynamic Distribution Systems (P180.001)Protecting the Modern Distribution Grid�(P180.002)2016 ProjectsDER Modeling Guide for Grid Impact Assessment2016 Technical Deliverable Recommended Approaches Using Today’s ToolsInstantaneous Load FlowPV Hosting Capacity ExampleQuasi-Static Load FlowDER ProfilesBehavioral ModelsExample: Smart InvertersTomorrow’s Needs 2016 ProjectsDA/DMS Modeling for PlanningAdvanced System Planning Tool DevelopmentAdvancing Distribution Analytics through VisualizationComputational Improvements2016 ProjectsProtecting the Modern Grid2016 EffortInverter TestingTesting and modeling results (Fault at Inverter terminals) Testing and modeling results (Fault on Transmission)�Fault Ride-ThroughThe Hammerstein-Wiener frameworkHammerstein-Wiener model in Discrete Time DomainIn OpenDSSOutcomes……2016 ProjectsPlanning Book Chapters for 2015Planning Book Chapters for 2016Distribution System Analysis BasicsTypical North American Distribution SystemTypical European Style SystemUrban �Low-Voltage Network SystemsWhy are most distribution systems radial?Utility Fault-Clearing PracticesThe Fuse Characteristic Dictates Utility Fault Protection Practices On Distribution�What Drives the Planning Decision?On Losses …Unserved Energy (UE) & EEN For Cost-Minimization Planning MethodEEN Characteristic for Sharp Summer Peak Overload ProblemPower Flow CalculationsPower Flow Methods …The Unbalanced Distribution SystemRadial Circuit Power Flow CalculationsForward-Backward Sweep Process …Per Units or Actual values?Example: Residential Service TransformerThe OpenDSS Network ModelOpenDSS Solution Method – More General than FB SweepAnnual Losses – I2R compared to No-LoadModeling TransformersA Dynamics Example �(Black start of a Microgrid)OpenDSS PVSystem ModelOpenDSS - A P180 Success StorySlide Number 64Distribution Planning and Operations - 2017Distribution Area – Program Structure for 2017P200: An Interface Hub for Distribution Systems, Technology, and Architecture Distribution Planning and Operations (P200)�Logistics