Search Results - "Geng, Xinbo"

Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach by Geng, Xinbo, Xie, Le

“…This paper investigates the fundamental coupling between loads and locational marginal prices (LMPs) in security-constrained economic dispatch (SCED)…”
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Architecture and Algorithms for Privacy Preserving Thermal Inertial Load Management by a Load Serving Entity by Halder, Abhishek, Xinbo Geng, Kumar, P. R., Le Xie

“…Motivated by the growing importance of demand response in modern power system's operations, we propose an architecture and supporting algorithms for privacy…”
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Targeted demand response for mitigating price volatility and enhancing grid reliability in synthetic Texas electricity markets by Lee, Kiyeob, Geng, Xinbo, Sivaranjani, S., Xia, Bainan, Ming, Hao, Shakkottai, Srinivas, Xie, Le

“…Demand response (DR) is rapidly gaining attention as a solution to enhance the grid reliability with deep renewable energy penetration. Although studies have…”
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A data-driven approach to identifying system pattern regions in market operations by Xinbo Geng, Le Xie

“…This paper studies the fundamental coupling between individual load levels and locational marginal prices in security constrained economic dispatch. The…”
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Data-driven decision making in power systems with probabilistic guarantees: Theory and applications of chance-constrained optimization by Geng, Xinbo, Xie, Le

“…Uncertainties from deepening penetration of renewable energy resources have posed critical challenges to the secure and reliable operations of future electric…”
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A SVM-based setting of protection relays in distribution systems by Xiangtian Zheng, Xinbo Geng, Le Xie, Dongliang Duan, Liuqing Yang, Shuguang Cui

“…With deeper penetration of distributed energy resources (DERs) in the distribution system, the power flow patterns are becoming more diverse, rendering…”
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Two-stage robust energy storage planning with probabilistic guarantees: A data-driven approach by Yan, Chao, Geng, Xinbo, Bie, Zhaohong, Xie, Le

“…Shorter-term (e.g., hourly) uncertainties, which are not explicitly accounted for in conventional power system planning practice, become imperative in the…”
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EV Charging Scheduling Under Demand Charge: A Block Model Predictive Control Approach by Yang, Lei, Geng, Xinbo, Guan, Xiaohong, Tong, Lang

“…This paper studies the online scheduling of electric vehicle charging by a service provider subject to a demand charge in a distribution system. Demand charge…”
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Stochastic Uncertainty Propagation in Power System Dynamics Using Measure-Valued Proximal Recursions by Halder, Abhishek, Caluya, Kenneth F., Ojaghi, Pegah, Geng, Xinbo

“…We present a proximal algorithm that performs a variational recursion on the space of joint probability measures to propagate the stochastic uncertainties in…”
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Voltage security constrained look-ahead coordination of reactive power support devices with high renewables by Xinbo Geng, Le Xie, Obadina, Diran

“…Reactive power support devices (RPSDs) such as capacitor banks and Static Var Compensators (SVCs) play a pivotal role in ensuring system voltage security. In…”
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Optimization of feature association strategies in multi-target tracking based on light field images by Zhu, JiaNing, Wang, MianZhao, Zhang, ZiXuan, Jia, Chen, Geng, XinBo, Shi, Fan

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SANet: A novel segmented attention mechanism and multi-level information fusion network for 6D object pose estimation by Geng, Xinbo, Shi, Fan, Cheng, Xu, Jia, Chen, Wang, Mianzhao, Chen, Shengyong, Dai, Hongning

“…Reliably and rapidly estimating the 6D position of an object is a critical challenge when using Internet of Things (IoT) technologies for monitoring. Nowadays,…”
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Probabilistic Hosting Capacity Analysis via Bayesian Optimization by Geng, Xinbo, Tong, Lang, Bhattacharya, Anirban, Mallick, Bani, Xie, Le

“…This paper studies the probabilistic hosting capacity analysis (PHCA) problem in distribution networks considering uncertainties from distributed energy…”
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Computing Essential Sets for Convex and Nonconvex Scenario Problems: Theory and Application by Geng, Xinbo, Xie, Le, Modarresi, M. Sadegh

“…The scenario approach is a general data-driven algorithm to chance-constrained optimization. It seeks the optimal solution that is feasible to a carefully…”
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Chance Constrained Optimal Reactive Power Dispatch by Geng, Xinbo, Xie, Le, Obadina, Diran

“…The uncertainties from deepening penetration of renewable energy resources have already shown to impact not only the market operations, but also the physical…”
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A control system framework for privacy preserving demand response of thermal inertial loads by Haider, Abhishek, Xinbo Geng, Sharma, Gaurav, Le Xie, Kumar, P. R.

“…We address a problem in demand response for the class of thermal inertial loads: How to control the total demand of a set of loads, and also what to control it…”
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Power System Operations with Probabilistic Guarantees by Geng, Xinbo

“…This study is motivated by the fact that uncertainties from deepening penetration of renewable energy resources have posed critical challenges to the secure…”
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An Enhanced Transmission Operating Guide Creation Framework Using Machine Learning Techniques by Zhao, Jinye, Maslennikov, Slava, Litvinov, Eugene, Geng, Xinbo

“…Transmission Operating Guide (TOG) is a part of constraint management in power system real-time operations and short-term planning. TOGs contain instructions…”
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Architecture and algorithms for privacy preserving thermal inertial load management by a load serving entity by Halder, Abhishek, Geng, Xinbo, Kumar, P.R., Xie, Le

“…Motivated by the growing importance of demand response in modern power system's operations, we propose an architecture and supporting algorithms for privacy…”
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Optimal power consumption for demand response of thermostatically controlled loads by Halder, Abhishek, Geng, Xinbo, Fontes, Fernando A.C.C., Kumar, P.R., Xie, Le

“…Summary We consider the problem of determining the optimal aggregate power consumption of a population of thermostatically controlled loads such as air…”
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