Skip to main content

PNNL

  • About
  • News & Media
  • Careers
  • Events
  • Research
    • Scientific Discovery
      • Biology
        • Chemical Biology
        • Computational Biology
        • Ecosystem Science
        • Human Health
          • Cancer Biology
          • Exposure Science & Pathogen Biology
          • Metabolic Inflammatory Diseases
        • Integrative Omics
          • Advanced Metabolomics
          • Chemical Biology
          • Mass Spectrometry-Based Measurement Technologies
          • Spatial and Single-Cell Proteomics
          • Structural Biology
        • Microbiome Science
          • Biofuels & Bioproducts
          • Human Microbiome
          • Soil Microbiome
          • Synthetic Biology
      • Chemistry
        • Computational Chemistry
        • Chemical Separations
        • Chemical Physics
        • Catalysis
      • Earth & Coastal Sciences
        • Atmospheric Science
          • Atmospheric Aerosols
          • Human-Earth System Interactions
          • Modeling Earth Systems
        • Coastal Science
        • Ecosystem Science
        • Plant Science
        • Subsurface Science
        • Terrestrial Aquatics
      • Materials Sciences
        • Materials in Extreme Environments
        • Precision Materials by Design
        • Science of Interfaces
        • Solid Phase Processing
          • Cold Spray
          • Friction Stir Welding & Processing
          • ShAPE
      • Nuclear & Particle Physics
        • Dark Matter
        • Flavor Physics
        • Fusion Energy Science
        • Neutrino Physics
      • Quantum Information Sciences
    • Sustainable Energy
      • Electric Grid Modernization
        • Emergency Response
        • Grid Analytics
          • AGM Program
          • Tools and Capabilities
        • Grid Architecture
        • Grid Cybersecurity
        • Grid Energy Storage
        • Grid Resilience and Decarbonization
          • Earth System Modeling
          • Energy System Modeling
        • Transmission
        • Distribution
      • Energy Efficiency
        • Appliance and Equipment Standards
        • Building Energy Codes
        • Building Technologies
          • Advanced Building Controls
          • Advanced Lighting
          • Building-Grid Integration
        • Building and Grid Modeling
        • Commercial Buildings
        • Federal Buildings
          • Federal Performance Optimization
          • Resilience and Security
        • Grid Resilience and Decarbonization
        • Residential Buildings
          • Building America Solution Center
          • Energy Efficient Technology Integration
          • Home Energy Score
        • Energy Efficient Technology Integration
      • Energy Storage
        • Electrochemical Energy Storage
        • Flexible Loads and Generation
        • Grid Integration, Controls, and Architecture
        • Regulation, Policy, and Valuation
        • Science Supporting Energy Storage
        • Chemical Energy Storage
      • Environmental Management
        • Waste Processing
        • Radiation Measurement
        • Environmental Remediation
      • Fossil Energy
        • Subsurface Energy Systems
        • Carbon Management
          • Carbon Capture
          • Carbon Storage
          • Carbon Utilization
        • Advanced Hydrocarbon Conversion
      • Nuclear Energy
        • Fuel Cycle Research
        • Advanced Reactors
        • Reactor Operations
        • Reactor Licensing
      • Renewable Energy
        • Solar Energy
        • Wind Energy
          • Distributed Wind
          • Wildlife and Wind
          • Wind Data Management
          • Wind Resource Characterization
        • Energy Equity & Health
        • Marine Energy
          • Environmental Monitoring for Marine Energy
          • Marine Biofouling and Corrosion
          • Marine Energy Resource Characterization
          • Testing for Marine Energy
          • The Blue Economy
        • Hydropower
          • Environmental Performance of Hydropower
          • Hydropower Cybersecurity and Digitalization
          • Hydropower and the Electric Grid
          • Materials Science for Hydropower
          • Pumped Storage Hydropower
          • Water + Hydropower Planning
        • Grid Integration of Renewable Energy
        • Geothermal Energy
      • Transportation
        • Bioenergy Technologies
          • Algal Biofuels
          • Aviation Biofuels
          • Waste-to-Energy and Products
        • Hydrogen & Fuel Cells
        • Vehicle Technologies
          • Emission Control
          • Energy-Efficient Mobility Systems
          • Lightweight Materials
          • Vehicle Electrification
          • Vehicle Grid Integration
    • National Security
      • Cybersecurity
        • Discovery and Insight
        • Proactive Defense
        • Trusted Systems
      • Nuclear Material Science
      • Nuclear Nonproliferation
        • Radiological & Nuclear Detection
        • Nuclear Forensics
        • Ultra-Sensitive Nuclear Measurements
        • Nuclear Explosion Monitoring
        • Global Nuclear & Radiological Security
      • Stakeholder Engagement
        • Disaster Recovery
        • Global Collaborations
        • Legislative and Regulatory Analysis
        • Technical Training
      • Systems Integration & Deployment
        • Additive Manufacturing
        • Deployed Technologies
        • Rapid Prototyping
        • Systems Engineering
      • Threat Analysis
        • Advanced Wireless Security
          • 5G Security
          • RF Signal Detection & Exploitation
        • Climate Security
        • Grid Resilience and Decarbonization
        • Internet of Things
        • Maritime Security
      • Chemical & Biothreat Signatures
        • Contraband Detection
        • Pathogen Science & Detection
        • Explosives Detection
        • Threat-Agnostic Biodefense
    • Data Science & Computing
      • Artificial Intelligence
      • Graph and Data Analytics
      • Software Engineering
      • Computational Mathematics & Statistics
      • High-Performance Computing
      • Visual Analytics
    • Lab Objectives
    • Publications & Reports
    • Featured Research
  • People
    • Inventors
    • Diversity & Inclusion
    • Lab Leadership
    • Lab Fellows
    • Staff Accomplishments
  • Partner with PNNL
    • Academia
      • Distinguished Graduate Research Programs
      • Internships
      • Visiting Faculty Program
      • Joint Appointments
      • Joint Institutes
      • Linus Pauling Distinguished Postdoctoral Fellowship
      • Minority-serving Institutions
    • Community
      • Regional Impact
      • STEM Education
        • Resources
        • Student STEM Ambassadors
        • STEM Ambassadors in the Classroom
      • Philanthropy
      • Volunteering
    • Industry
      • Available Technologies
      • Industry
      • Industry Partnerships
      • Licensing & Technology Transfer
      • Entrepreneurial Leave
  • Facilities & Centers
    • All Facilities
      • Atmospheric Radiation Measurement User Facility
      • Electricity Infrastructure Operations Center
      • Energy Sciences Center
      • Environmental Molecular Sciences Laboratory
      • Grid Storage Launchpad
      • Institute for Integrated Catalysis
      • Interdiction Technology and Integration Laboratory
      • PNNL Seattle Research Center
      • PNNL-Sequim
      • Radiochemical Processing Laboratory
      • Shallow Underground Laboratory

Transactive Systems Program

  • History
    • Olympic Peninsula Demo
    • GridSMART Demo Project
    • PNW Smart Grid Demo
  • Capabilities and Tools
    • Valuation Analysis
    • Transactive Energy Simulation Platform (TESP)
    • Field Demonstration Tools
  • Research Highlights
    • DSO+T Study
    • Resiliency
    • Blockchain
  • Architecture
  • Clean Energy Campus

Breadcrumb

  1. Home
  2. Projects
  3. Transactive Systems Program

Distribution System Operation with Transactive (DSO+T) Study

The DSO+T study, funded under DOE’s Office of Electricity, was launched in 2018 as a national impact study and focused on simulations of Texas’ primary power grid, operated by the Electric Reliability Council of Texas. The Texas grid offered an ideal infrastructure footprint for the study’s modeling and simulation objectives.

For the past two decades, the Department of Energy has called on the PNNL team to pioneer transactive energy concepts and technology. Now, a PNNL study reveals the viability and value of transactive energy coordination under a range of future scenarios. (Video by Eric Francavilla | Pacific Northwest National Laboratory)

The study was designed to simulate and analyze a distribution system operator’s use of transactive energy mechanisms to engage the large-scale deployment of flexible distributed energy resources (DERs), such as air conditioners, water heaters, batteries, and electric vehicles, in the operation of the electric power system. The performance of transactive coordination was studied for two separate DER deployments: flexible loads (HVAC units and residential water heaters) and behind-the-meter batteries. The results of each transactive case were compared to a business-as-usual case and two different renewable generation cases—a moderate renewable generation scenario and a future higher-renewables scenario that included the deployment of rooftop solar photovoltaics and electric vehicles.

This assessment was conducted using a highly integrated co-simulation and valuation framework that encompassed the entire electrical delivery system from bulk system generation and transmission, through the distribution system, to the modeling of individual customer buildings and DERs. The study’s executive summary details the integrated system simulation platform, transactive coordination scheme, and economic valuation and results. Full details of the study can be found in the five-volume final report and associated publications listed below.

Listen to the Full Webinar on the Study Results

DSO+T Reports:

  • DSO+T Executive Summary
  • DSO+T Report Volume 1: Main Report and Study Results
  • DSO+T Report Volume 2: Integrated System Simulation
  • DSO+T Report Volume 3: Transactive Coordination Scheme and Market Design
  • DSO+T Report Volume 4: Valuation Analysis and Economic Metrics
  • File

    Concluding volume of the DSO+T study results.

Contact

Hayden Reeve
Senior Technical Advisor
hayden.reeve@pnnl.gov
(206) 528-3333

PNNL

  • Get in Touch
    • Contact
    • Careers
    • Doing Business
    • Environmental Reports
    • Security & Privacy
    • Vulnerability Disclosure Program
  • Research
    • Scientific Discovery
    • Sustainable Energy
    • National Security
Subscribe to PNNL News
Department of Energy Logo Battelle Logo
Pacific Northwest National Laboratory (PNNL) is managed and operated by Battelle for the Department of Energy
  • YouTube
  • Facebook
  • Twitter
  • Instagram
  • LinkedIn