IEEE PES ​​Subcommittee on Big Data & Analytics for Power Systems IEEE

Activities

Upcoming Activities

  • Webinar Series on Big Data & Analytics for Power Systems. (Link)

Past Activities

  • Activities during 2020 PES GM (virtual)

    Panel session and subcommittee meeting

    Predictive Big Data Analytics for Outage Management Monday, August 3 1 PM to 3 PM
    Artificial Intelligence and the Future of Distribution Management systems Monday, August 3 3 pm to 5 pm
    Integration of Various Source Data for Enhanced Situation Awareness of Power System Tuesday, August 4 8 AM to 10 AM
    Learning to Model, Monitor, and Control Power Distribution Systems Tuesday, August 4 8 AM to 10 AM
    Learning to Optimize Power Transmission Systems Tuesday, August 4 10 AM to 12 PM AM
    Advanced Data Analytics for Power Asset Management Tuesday, August 4 10 AM to 12 PM AM
    Observability and Controllability of Power Distribution System in Big Data Era Thursday, August 6 3 PM to 5 PM
    Big Data Analytics Subcommittee Meeting Monday, August 10 9 AM to 11 AM

  • Activities during 2019 PES GM in Atlanta

    Panel session

    Big data analytics for power system economy, reliability and security Room 308 Tuesday, August 6 8:00 to 10:00
    Frontiers of big data analytics in the operation and maintenance of power distribution systems Room 308 Monday, August 5 13:00 to 17:00
    Data analytic tools for dynamic security assessment of bulk power systems Room 312 Tuesday, August 6 10:00 to 12:00

    Subcommittee/WG/TF meeting

    Big data application in power system distribution system TF Room 405 Tuesday, August 6 15:00 to 16:00
    Big data webinar series TF Room 405 Tuesday, August 6 13:00 to 14:00
    Big data access WG Room 405 Tuesday, August 6 14:00 to 15:00
    Big Data & Analytics Subcommittee Galleria 3 Wednesday, August 7 15:00 to 17:00
  • 2018 PES GM
    • Panel session: Big data analytics for emerging power sensors and internet-of-things (Session chair: Hamed Mohsenian-Rad, Emma Stewart)
      • Deep data from optical sensors (slide)
      • The advent of the “One Second Home” (slide)
      • Time series data at scale (slide)
    • Panel session: Big data analytics focus on end-use customers in power distribution systems (Session chair: Nanpeng Yu, Haiwang Zhong)
      • Nonintrusive load modeling: advanced monitoring & prognostic for SPIM loads (slide)
      • Data-driven residential solar power forecasting (slide)
      • EnergyCoupon (slide)
    • Panel session: Big data analytics for flexible electricity networks, markets and prosumers (Session chair: Ran Li, Tao Hong)
    • Panel session: Best practices in sharing big data in power systems (Session chair: Ning Zhou, Hamed Mohsenian-Rad)
    • Panel session: Smart meters: from consumer behavior to planning (Session chair: Ram Rajagopal)
    • Panel session: High performance compting and big data analytics for large scale power system planning problems (Session chair: Dimitri Papageorgiou, Yingzhong Gu)
  • 2017 PES GM
    • Big Data Access and Big Data Research Integration in Power Systems (Panel Chair: Dr. Hamed Mohsenian-Rad)
      • Opening Remarks (slide)
      • System Identification of Reduced‐Order Models of Power Systems from PMU Data (slide)
      • Advanced Analytics and Data for PMU Applications (slide)
      • Open Micro‐PMU: A Real World Reference Distribution Micro‐phasor Measurement Unit Data Set for Research and Application Development (slide)
      • Big Data Access, Analytics and Sense-Making (slide)
      • Predictive Analytics for Energy Systems State Estimation (slide)
    • Big Data Analytics for Electricity Markets (Panel Chair:  Dr. Ran Li, Dr. Li Furong)
      • Empowering Renewable Energy Prosumers through Big Data Analytics (slide)
      • Network Pricing in the Low Carbon Power Markets (slide)
      • Big Data Analytics to Facilitate DSO Transition (slide)
      • Market Integration Between Wholesale and Retail Markets (slide)
      • Mutual Trading Strategy between Customers and Power Generations based on Load Consuming Patterns (slide)
      • Consequences of Climate Change into Decision Making for Energy Market (slide)
      • Low Voltage Customer Characterization Options for Distribution Pricing and Demand Side Management (slide)
      • Research Trends in Load Forecasting and Their Implications to Energy Trading (slide)
      • Renewable Energy Trading in Cross-RegionPower Market of China (slide)
    • Big Data for Integrated Energy Systems (Panel Chair: Dr. Goran Strbac, Dr. Bie Zhaohong)
      • Real Time Outage Detection from Utility Big Data (slide)
      • Research on the Framework and Data Fusion of an Energy Big-data Platform (slide)
      • Big Data Analysis for Energy Internet (slide)
      • Data Driven Load Model (slide)
      • Extracting Value from Smart Grid to Support Peer-to-Peer Energy System (slide)
      • Understanding and Characterising the Dependence of Electricity on Gas with Big Data (slide)
    • Big Data in Power Systems: Transmission, Distribution, and Data Analytic Applications (Panel Chair: Dr. Mladen Kezunovic, Dr. Nanpeng Yu)
  • 2016 PES GM
    • Panel Session on “Big Data on Power Distribution Networks”. (Panel Chair: Dr. Reza Arghandeh)
    • Panel Session on “Big Data on Demand Response”. (Panel Chair: Dr. Haiwang Zhong)
  • 2015 PES GM, Panel Session on “Using Big Data to Enhance Transmission System Planning and Operations”. (Panel Chair: Dr. Jun Wen) Wednesday July.29.2015.(Panel Summary Report, Slides)
    • “Stop the Data Flood” by Dr. Anthony Johnson (Slides)
    • “Synchrophasor-based Big Data Analytics for Grid Operations and Planning” by Dr. Manu Parashar (Slides)
    • “Predictive Analytics Derived from HVAC and PMU Data, Case Histories at UCSD” by Dr. Chuck Wells (Slides)
    • “Application of Synchrophasor Data to Power System Operations” by Prof. Joe Chow (Slides)
  • 2014 PES GM, Panel discussion on “Challenges and Solutions of Big Data for Power System Operations”. Tuesday July.29.2014 (10am-noon, Azalea 2).
  • 2014 PES GM, Panel discussion on “CAMS Task Force Big Data Driven Analytics for Smart Grid Operations”. Tuesday July.29.2014 (2pm in Potomac 5)
  • 2013 PES GM (Panel Discussion and Kickoff Task Force Meeting)