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Yuheng Cheng

affiliation not provided to SSRN

SCHOLARLY PAPERS

7

DOWNLOADS

493

TOTAL CITATIONS

2

Scholarly Papers (7)

1.

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

Number of pages: 22 Posted: 20 Jun 2025
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 131 (561,789)

Abstract:

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

2.

Context-Aware Carbon Market Analysis Using Generative Agents and Retrieval-Augmented Generation

Number of pages: 11 Posted: 27 Feb 2025
The University of Sydney, The University of Sydney, affiliation not provided to SSRN, Nanyang Technological University, Nanyang Technological University and affiliation not provided to SSRN
Downloads 84 (777,583)

Abstract:

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Carbon Market, Market Simulation, Generative Agents, Large Language Model, Retrieval Augmented Generation

3.

Multi-Modal Data Information Alignment Based Soh Estimation for Lithium-Ion Batteries Using a Local-Global Parallel Cnn-Transformer Network

Number of pages: 36 Posted: 18 Feb 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, Nankai University, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 77 (823,616)
Citation 2

Abstract:

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Lithium-ion batteries, State-of-health (SOH) estimation, Transfer learning, Multi-modal data fusion, Multi-information alignment

4.

Large Language Model-enhanced Home Energy Management with Dynamic User Preference Elicitation and Hierarchical Data-sharing

Number of pages: 11 Posted: 13 Nov 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Macau, affiliation not provided to SSRN and Hong Kong Polytechnic University
Downloads 72 (860,052)

Abstract:

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Home Energy Management, Deep Reinforcement Learning, Large Language Model, Preference Elicitation, Action Guidance, Data Sharing

5.

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

Number of pages: 16 Posted: 19 Aug 2025
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:

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

6.

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

Number of pages: 15 Posted: 15 Apr 2025
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:

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

7.

LLM-CECM: A Simulation Framework for Strategic Generation Behavior in Coupled Electricity-Carbon Markets

Number of pages: 28 Posted: 24 Apr 2026
affiliation not provided to SSRN, affiliation not provided to SSRN, Nanyang Technological University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Macau, Nanyang Technological University and affiliation not provided to SSRN
Downloads 14 (1,509,872)

Abstract:

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Coupled Electricity-Carbon Market, Large Language Model, Multi-Agent Simulation, Bounded Rationality, Price Stabilization, Dual Carbon Policy