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Bibliographic Details
Main Authors:	He, Xuan, Pan, Yuxin, Chen, Yize, Tsang, Danny H. K.
Format:	Preprint
Published:	2025
Subjects:	Systems and Control
Online Access:	https://arxiv.org/abs/2507.09280
Tags:	Add Tag No Tags, Be the first to tag this record!

Long-Term Carbon-Efficient Planning for Geographically Shiftable Resources: A Monte Carlo Tree Search Approach
by: He, Xuan, et al.
Published: (2023)

Is Locational Marginal Price All You Need for Locational Marginal Emission?
by: He, Xuan, et al.
Published: (2024)

STO-RL: Offline RL under Sparse Rewards via LLM-Guided Subgoal Temporal Order
by: Gu, Chengyang, et al.
Published: (2026)

Learning Constraint Surrogate Model for Two-stage Stochastic Unit Commitment
by: Javadi, Amir Bahador, et al.
Published: (2025)

Scaling Laws of Machine Learning for Optimal Power Flow
by: Liu, Xinyi, et al.
Published: (2026)

A Pontryagin Method of Model-based Reinforcement Learning via Hamiltonian Actor-Critic
by: Gu, Chengyang, et al.
Published: (2026)

Learning and Optimization for Price-based Demand Response of Electric Vehicle Charging
by: Gu, Chengyang, et al.
Published: (2024)

Chance-Constrained Economic Dispatch with Flexible Loads and RES
by: Liu, Tian, et al.
Published: (2024)

Robust Economic Dispatch with Flexible Demand and Adjustable Uncertainty Set
by: Liu, Tian, et al.
Published: (2024)

Value-Oriented Forecast Combinations for Unit Commitment
by: Ghazanfariharandi, Mehrnoush, et al.
Published: (2025)

Conservative Bias Linear Power Flow Approximations: Application to Unit Commitment
by: Buason, Paprapee, et al.
Published: (2024)

A Neural Column-and-Constraint Generation Method for Solving Two-Stage Stochastic Unit Commitment
by: Shao, Zhentong, et al.
Published: (2025)

Unit Commitment with Cost-Oriented Temporal Resolution
by: Tao, Junyi, et al.
Published: (2025)

Two-Stage Adaptive Robust Optimization Model for Joint Unit Maintenance and Unit Commitment Considering Source-Load Uncertainty
by: Lu, Hongrui, et al.
Published: (2024)

SEAL: SEmantic-Augmented Imitation Learning via Language Model
by: Gu, Chengyang, et al.
Published: (2024)

Physics-Informed Unit Commitment Framework for Nuclear Reactors
by: Choudhury, Shiny, et al.
Published: (2025)

Network-Constrained Unit Commitment with Flexible Temporal Resolution
by: Yu, Zekuan, et al.
Published: (2024)

Wildfire Resilient Unit Commitment under Uncertain Demand
by: Greenough, Ryan, et al.
Published: (2024)

Fairness in Robust Unit Commitment Problem Considering Suppression of Renewable Energy
by: Toyoshima, Ichiro, et al.
Published: (2026)

Federated Prompt-based Decision Transformer for Customized VR Services in Mobile Edge Computing System
by: Zhou, Tailin, et al.
Published: (2024)

Frequency Stability-Constrained Unit Commitment: Tight Approximation using Bernstein Polynomials
by: Zhou, Bo, et al.
Published: (2022)

Inertia-aware Unit Commitment and Remuneration Methods for Decarbonized Power System
by: Kim, HyunJoong, et al.
Published: (2024)

Data-Driven Continuous-Time Framework for Frequency-Constrained Unit Commitment
by: Rajabdorri, Mohammad, et al.
Published: (2023)

Towards Improving Unit Commitment Economics: An Add-On Tailor for Renewable Energy and Reserve Predictions
by: Chen, Xianbang, et al.
Published: (2022)

A Survey on Applications of Quantum Computing for Unit Commitment
by: Hasanzadeh, Milad, et al.
Published: (2026)

C-MORL: Multi-Objective Reinforcement Learning through Efficient Discovery of Pareto Front
by: Liu, Ruohong, et al.
Published: (2024)

Voltage Regulation in Distribution Systems with Data Center Loads
by: Chen, Yize, et al.
Published: (2025)

Fast Distribution Grid Topology Estimation via Subset Sum
by: Xu, Yueyao, et al.
Published: (2025)

Automated Heuristic Design for Unit Commitment Using Large Language Models
by: Lv, Junjin, et al.
Published: (2025)

To Defer or To Shift? The Role of AI Data Center Flexibility on Grid Interconnection
by: Chen, Yize, et al.
Published: (2026)

A Comparative Study on Frequency-Constrained Unit Commitment Approaches in Island Power Systems
by: Sarvarizadeh, Miad, et al.
Published: (2025)

Integrating Conductor Health into Dynamic Line Rating and Unit Commitment under Wind Uncertainty
by: Roh, Geon, et al.
Published: (2025)

Impedance-Based VSC Unit Commitment with STATCOM Support under High IBG Penetration
by: Abbas, Aoun, et al.
Published: (2026)

A Parallelized, Adam-Based Solver for Reserve and Security Constrained AC Unit Commitment
by: Chevalier, Samuel
Published: (2023)

Qubit-Efficient Quantum Annealing for Stochastic Unit Commitment
by: Hong, Wei, et al.
Published: (2025)

Neural Two-Stage Stochastic Optimization for Solving Unit Commitment Problem
by: Shao, Zhentong, et al.
Published: (2025)

Analyzing the Impact of Demand Response on Short-Circuit Current via a Unit Commitment Model
by: Wang, Peng, et al.
Published: (2025)

DiffCharge: Generating EV Charging Scenarios via a Denoising Diffusion Model
by: Li, Siyang, et al.
Published: (2023)

A Multi-Stage Warm-Start Deep Learning Framework for Unit Commitment
by: Za'ter, Muhy Eddin, et al.
Published: (2026)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

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