Activities
Upcoming Activities
Webinar Series on Big Data & Analytics for Power Systems. (Link)
2021 PES General Meeting
Subcommittee Meeting
| Predictive Big Data Analytics for Outage Management | Monday, August 3 |
| Artificial Intelligence and the Future of Distribution Management systems | Monday, August 3 |
| Integration of Various Source Data for Enhanced Situation Awareness of Power System | Tuesday, August 4 |
| Learning to Model, Monitor, and Control Power Distribution Systems | Tuesday, August 4 |
| Advanced-Data Analytics for Power Asset Management | Tuesday, August 4 |
| Learning to Optimize Power Transmission Systems | Thursday, August 6 |
| Observability and Controllability of Power Distribution System in Big Data Era | Thursday, August 6 |
| Big Data Analytics Subcommittee Meeting | Monday, August 10 |
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 |
| 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 General Meeting (Panel Session)
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 for flexible electricity network, market, 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 computing and big data analytics for large scale power system planning problems. (Session chair: Dimitri Papageorgiou, Yingzhong Gu)
2017 PES General Meeting (Panel Session)
Big Data Access and Big Data Research Integration in Power Systems. (Panel Session 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 Session Chair: Dr. Ran Li, Dr. Li Furong)
| Empowering Renewable Energy Prosumers through Big Data Analytics | (slide) |
| Big Data Analytics to Facilitate DSO Transition | (slide) |
| Network Pricing in the Low Carbon Power Markets | (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) |
| Open Micro‐PMU: A Real World Reference Distribution Micro‐phasor Measurement Unit Data Set for Research and Application Development | (slide) |
Big Data for Integrated Energy Systems. (Panel Session 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) |
| Open Micro‐PMU: A Real World Reference Distribution Micro‐phasor Measurement Unit Data Set for Research and Application Development | (slide) |
Big Data in Power Systems: Transmission, Distribution, and Data Analytic Applications. (Panel Session Chair: Dr. Mladen Kezunovic, Dr. Nanpeng Yu)
2016 PES General Meeting (Panel Session)
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 General Meeting (Panel Session)
Panel Session on “Using Big Data to Enhance Transmission System Planning and Operations”. (Panel Chair: Dr. Jun Wen) Wednesday July.29.2015.
| “Stop the Data Flood” by Dr. Anthony Johnson. |
| “Synchrophasor-based Big Data Analytics for Grid Operations and Planning” by Dr. Manu Parashar. |
| “Predictive Analytics Derived from HVAC and PMU Data, Case Histories at UCSD” by Dr. Chuck Wells. |
| “Application of Synchrophasor Data to Power System Operations” by Prof. Joe Chow. |
2014 PES General Meeting (Panel Session)
Panel discussion on “Challenges and Solutions of Big Data for Power System Operations”. Tuesday July.29.2014 (10am-noon, Azalea 2)
Panel discussion on “CAMS Task Force Big Data-Driven Analytics for Smart Grid Operations”. Tuesday July.29.2014 (2 pm in Potomac 5)
2013 PES General Meeting
2013 PES GM (Panel Discussion and Kickoff Task Force Meeting).