Selected Publications

Robust Look-ahead Three-phase Balancing of Uncertain Distribution Loads

Published in the 2019 Hawaii International Conference on System Sciences (HICSS-52), 2019

Enhance the traditional phase balancing problem (in distribution systems) using robust optimization and look-ahead (MPC-like) operations.

Recommended citation: [bib file] Geng, Xinbo, Swati Gupta, and Le Xie. "Robust Look-ahead Three-phase Balancing of Uncertain Distribution Loads." In Hawaii International Conference on System Sciences 2019 (HICSS-52), 2019. https://scholarspace.manoa.hawaii.edu/handle/10125/59790

Published in , 1900

Chance Constrained Optimal Reactive Power Dispatch

Published in 2018 IEEE Power & Energy Society General Meeting (PESGM), 2018

Apply Sample Average Approximation to Solve Chance-constrained Optimal Reactive Power Dispatch (cc-ORPD)

Recommended citation: [bib file] Geng, Xinbo, Le Xie, and Diran Obadina. "Chance Constrained Optimal Reactive Power Dispatch." In 2018 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5. IEEE, 2018. https://ieeexplore.ieee.org/abstract/document/8586089

An Enhanced Transmission Operating Guide Creation Framework Using Machine Learning Techniques

Published in 2018 IEEE Power & Energy Society General Meeting (PESGM) , 2018

Automate the process of Creating Transmission Operating Guide by Machine Learning Techiniques. Internship at ISO New England.

Recommended citation: [bib file] Zhao, Jinye, Slava Maslennikov, Eugene Litvinov, and Xinbo Geng. "An Enhanced Transmission Operating Guide Creation Framework Using Machine Learning Techniques." In 2018 IEEE Power & Energy Society General Meeting (PESGM), pp. 1-5. IEEE, 2018. https://ieeexplore.ieee.org/abstract/document/8586056

Voltage security constrained look-ahead coordination of reactive power support devices with high renewables

Published in 2017 19th International Conference on Intelligent System Application to Power Systems (ISAP), 2017

A Look-ahead (MPC-like) version of the optimal reactive power dispatch problem (LA-ORPD).

Recommended citation: [bib file] Geng, Xinbo, Le Xie, and Diran Obadina. "Voltage security constrained look-ahead coordination of reactive power support devices with high renewables." In Intelligent System Application to Power Systems (ISAP), 2017 19th International Conference on, pp. 1-6. IEEE, 2017. https://ieeexplore.ieee.org/abstract/document/8071416/

Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach

Published in IEEE Transactions on Power Systems ( Volume: 32, Issue: 2, March 2017), 2017

(1) Understanding the geometric and structural properties of the Economic Dispatch probem; (2) Learning the underlying structure from electricity market data.

Recommended citation: [bib file] Geng, Xinbo, and Le Xie. "Learning the LMP-load coupling from data: A support vector machine based approach." IEEE Transactions on Power Systems 32, no. 2 (2017): 1127-1138. https://ieeexplore.ieee.org/abstract/document/7478156/

Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by a Load Serving Entity

Published in IEEE Transactions on Power Systems ( Volume: 32 , Issue: 4 , July 2017 ), 2016

(1) Understanding the geometric and structural properties of the Economic Dispatch probem; (2) Learning the underlying structure from electricity market data.

Recommended citation: [bib file] Halder, Abhishek, Xinbo Geng, P. R. Kumar, and Le Xie. "Architecture and algorithms for privacy preserving thermal inertial load management by a load serving entity." IEEE Transactions on Power Systems 32, no. 4 (2017): 3275-3286. https://ieeexplore.ieee.org/abstract/document/7742416

A control system framework for privacy preserving demand response of thermal inertial loads

Published in 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm), 2015

Three questions for Load Serving Entities (LSEs): how to control the total demand of a set of loads, and also what to control it to, all while respecting constraints on load states, as well as maintaining privacy of load states.

Recommended citation: [bib file] Haider, Abhishek, Xinbo Geng, Gaurav Sharma, Le Xie, and P. R. Kumar. "A control system framework for privacy preserving demand response of thermal inertial loads." In Smart Grid Communications (SmartGridComm), 2015 IEEE International Conference on, pp. 181-186. IEEE, 2015. https://ieeexplore.ieee.org/abstract/document/7436297/

A data-driven approach to identifying system pattern regions in market operations

Published in IEEE Power & Energy Society General Meeting (PESGM), 2015

This paper is about the number 2. The number 3 is left for future work.

Recommended citation: [bib file] Geng, Xinbo, and Le Xie. "A data-driven approach to identifying system pattern regions in market operations." In Power & Energy Society General Meeting, 2015 IEEE, pp. 1-5. IEEE, 2015. https://ieeexplore.ieee.org/abstract/document/7285827/

Energy coupon: A mean field game perspective on demand response in smart grids

Published in ACM SIGMETRICS Performance Evaluation Review, 2015

Load Serving Entity (LSE) trying to reduce its exposure to electricity market volatility by sending coupons and lotteries to its customers for demand shifting.

Recommended citation: [bib file] Li, Jian, Bainan Xia, Xinbo Geng, Hao Ming, Srinivas Shakkottai, Vijay Subramanian, and Le Xie. "Energy coupon: A mean field game perspective on demand response in smart grids." ACM SIGMETRICS Performance Evaluation Review 43, no. 1 (2015): 455-456. https://dl.acm.org/citation.cfm?id=2745890