default author photo

Xinlei Cai

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

344

TOTAL CITATIONS

0

Scholarly Papers (5)

Actions:
Email selected abstracts
1.

Large Language Model-Based Power Dispatch Agent: Framework, Application, and Challenges

Number of pages: 22 Posted: 20 Jun 2025
Huan Zhao, Yuheng Cheng, Dejun Xiang, Xiyuan Zhou, Junhua Zhao, Xinlei Cai and Zhao Yang Dong
University of Macau, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanyang Technological University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 132 (561,789)

Abstract:

Loading...

Artificial Intelligence, Power Dispatch, Large Language Model-based Agent

2.

A Decision-Making Framework for Human-LLM Collaboration in Smart Grids

Number of pages: 32 Posted: 04 Dec 2025
Xinlei Cai, Xiang Li, Qian Guo, Qinqi Lin, Lizhou Jiang, Jianwei Huang and Kaiyuan Pang
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, The Chinese University of Hong Kong (CUHK), affiliation not provided to SSRN, The Chinese University of Hong Kong (CUHK) and affiliation not provided to SSRN
Downloads 63 (961,006)

Abstract:

Loading...

smart grid, Large Language Model, Human-AI Collaboration, Hallucination, Strategic Learning, Decision-Making under Uncertainty

3.

Power System Operational Reliability Evaluation with Retrieval-Augmented Generation Enhanced Large Language Model

Number of pages: 16 Posted: 19 Aug 2025
Yuheng Cheng, Huan Zhao, Dejun Xiang, Zhengwen Zhang, Guolong Liu, Yanli Liu, Junhua Zhao and Xinlei Cai
affiliation not provided to SSRN, University of Macau, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanyang Technological University, Tianjin University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 62 (942,565)

Abstract:

Loading...

Power dispatch, operational reliability evaluation, Large Language Model, retrieval-augmented generation

4.

Power System Operation Security Verification with Retrieval-Augmented Generation Enhanced Large Language Model

Number of pages: 15 Posted: 15 Apr 2025
Yuheng Cheng, Huan Zhao, Dejun Xiang, Zhengwen Zhang, Guolong Liu, Yanli Liu, Junhua Zhao and Xinlei Cai
affiliation not provided to SSRN, University of Macau, affiliation not provided to SSRN, affiliation not provided to SSRN, Nanyang Technological University, Tianjin University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 53 (1,031,043)

Abstract:

Loading...

Power dispatch, security verification, large language model, retrieval-augmented generation

5.

LICA: A Multi-Agent Framework for Household Electricity Scheduling under Real-Time Pricing

Number of pages: 27 Posted: 05 Dec 2025
Xinlei Cai, Wentao Ye, Zijie Meng, Jin Cheng, Kai Dong, Jianwei Huang and Zhijun Shen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, The Chinese University of Hong Kong (CUHK) and affiliation not provided to SSRN
Downloads 34 (1,290,922)

Abstract:

Loading...

Electricity-Consumption Advisor, Sequential Decision-making Process, Multi-agent Architecture