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20182026
most citedData Based Linearization: Least-Squares Based Approximation

52 citations · 130 across the 15 of their papers we have counts for

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6 papers · 1 filter

math.OC2024★ 31 cited

Stochastic-Robust Planning of Networked Hydrogen-Electrical Microgrids: A Study on Induced Refueling Demand

Xunhang Sun, Xiaoyu Cao, Bo Zeng +3

Hydrogen-electrical microgrids are increasingly assuming an important role on the pathway toward decarbonization of energy and transportation systems. This paper studies networked…

math.OC2023

Robust Approximate Dynamic Programming for Large-scale Unit Commitment with Energy Storages

Yu Lan, Qiaozhu Zhai, Xiaoming Liu +1

The multistage robust unit commitment (UC) is of paramount importance for achieving reliable operations considering the uncertainty of renewable realizations. The typical affine de…

math.OC2022★ 5 cited

A Fast Solution Method for Large-scale Unit Commitment Based on Lagrangian Relaxation and Dynamic Programming

Jiangwei Hou, Qiaozhu Zhai, Yuzhou Zhou +1

The unit commitment problem (UC) is crucial for the operation and market mechanism of power systems. With the development of modern electricity, the scale of power systems is expan…

math.OC2018★ 1 cited

A Variable Reduction Method for Large-Scale Security Constrained Unit Commitment

Xuan Li, Qiaozhu Zhai, Jingxuan Zhou +1

Efficient methods for large-scale security constrained unit commitment (SCUC) problems have long been an important research topic and a challenge especially in market clearing comp…

math.OC2018

Multi-Stage Robust Transmission Constrained Unit Commitment: A Decomposition Framework with Implicit Decision Rules

Xuan Li, Qiaozhu Zhai, Xiaohong Guan

With the integration of large-scale renewable energy sources to power systems, many optimization methods have been applied to solve the stochastic/uncertain transmission-constraine…

math.OC2018★ 1 cited

Robust Transmission Constrained Unit Commitment:A Column Merging Method

Xuan Li, Qiaozhu Zhai, Xiaohong Guan

With rapid integration of power sources with uncertainty, robustness must be carefully considered in the transmission constrained unit commitment (TCUC) problem. The overall comput…