| March 25, 2021 |
Tutorial:Introduction to Data Analytics
For students, faculty and industry – No cost,
all must pre-register |
Mesut Baran
NC State |
| 8:30 – 8:45 am |
Introduction |
|
| 8:45 – 10:00 am |
Basic Concepts in Machine Learning |
Wenyuan Tang
NC State |
| 10:00-10:15 am |
BREAK |
|
| 10:15-11:30 am |
Deep Learning Applications for Power Systems |
Wenyuan Tang
NC State |
| 11:30-12:00 noon |
Q&A |
|
| March 25, 2021 |
General Meeting |
|
| 1:00 – 1:20 pm |
Welcome, Safety, Objectives of the meeting and In the News |
Steve Whisenant
CSC Chair |
| Plenary Session – Data Analytics – Societal and Utility Applications |
Mesut Baran
NC State |
| 1:20 – 1:50 pm |
How Data Analytics Has Transformed Societal Interactions |
Tim Fairchild
SAS |
| 1:50 – 2:20 pm |
How are Data Analytics Changing the Utility Business |
John Pressley
Duke Energy |
| Session I – Customer Driven Analytics and Utility Applications |
Mike Mazzola
Center Director |
| 2:20 – 2:40 pm |
Meta-learning Based Distribution System Load Forecasting Model Selection Methods |
Ning Lu
NC State |
| 2:40- 3:00 pm |
AMI Based Customer Load Analysis – |
PJ Rehm
ElectriCities |
| 3:00 – 3:15 pm |
BREAK |
|
| 3:15 – 4:00 pm |
Machine Learning for Grid Operation and Control |
Qiuhua Huang
PNNL |
| 4:00- 4:15 pm |
Q&A |
|
| 4:15 – 5:00 pm |
Session II – CAPER Sponsored Sr. Design Project |
Steve Whisenant
|
| NC State Team |
Mesut Baran |
| Clemson Team |
Johan Enslin |
| UNC Charlotte Team |
Badrul Chowdhury |
| March 26, 2021 |
General Meeting |
|
Session III – Data Analytic Tools Used to Mine
Transmission and Distribution Data |
David Lubkeman
NC State |
| 8:30 – 8:50 am |
Application of Machine Learning and Artificial
Intelligence in Solar Grid Integration |
Guohui Yuan
DOE EERE |
| 8:50 – 9:10 am |
Amazon Web Services for Data Science |
Naumaan Nayyar
Amazon |
| 9:10 – 9:30 am |
Analytics Technologies for the Digital
Utility |
Arnie DeCastro
SAS |
| 9:30 – 9:50 am |
Shipyards and Grids Powered by Digital Twin |
Sree Rajagopalan
Murano |
| 9:50 – 10:00 am |
BREAK |
|
| Session IV – CAPER Project Updates
Base Projects: |
Mike Mazzola
UNC Charlotte |
| 10:00 – 10:20 am |
PD-04: Development and Demonstration for a Power Electronics Assisted Distribution Voltage Regulator |
Tiefu Zhao
UNCC/NCSU |
| 10:20 – 10:40 am |
DM-02: Identification and Mitigation of Coordinated Attacks on Distributed Energy Management |
Badrul Chowdhury
UNCC/NCSU |
| 10:40-11:00 am |
PG-01: Distributed Energy Storage and EV Holding Capacity Vale Proposition Development |
Johan Enslin
Clemson/UNCC |
| 11:00 – 11:20 pm |
PG-02: Incorporating EV and EV Charging Stations into Integrated Resource Planning |
Linquan Bai
UNCC/Clemson |
| 11:20 – 11:40 pm |
PU-01: Comparative Power Flow Analysis and Power Flow Quality Criteria |
Valentina Cecchi
UNCC/NCSU |
| 11:40 – 12:00 pm |
EHP-08-PU: Comparative Power Flow |
Valentina Cecchi
UNCC/NCSU |
| 12:00 – 12:45 pm |
LUNCH BREAK |
|
| Enhancement Projects: |
|
| 12:45 – 1:15 pm |
EHP-07-PG: Integrated T&D Model |
David Lubkeman
NCSU |
| 1:15 – 1:30 pm |
Wrap up, Research Solicitation, Next Steps, and Next Meeting – Adjourn |
Steve Whisenant
|
|
|
|
| 1:30 – 2:00 pm |
CLOSED MEETING– IAB Members Meeting
Open to all attendees of companies that are Industry Members of CAPER |
|
| 2:00 – 4:00 pm |
2021 Proposal Presentations |
Klaehn Burkes |
| 4:00-5:00 pm |
CLOSED MEETING– IAB Members Meeting
Open to all attendees of companies that are Industry Members of CAPER |
Klaehn Burkes |
