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Volume 47 Issue 4，2026

Frontier AI Technologies and Large Model Applications for New Power Systems
Climate-Adaptive Power Systems Empowered by Large Language Models: Challenges and Perspectives AI Introduction
GU Chenjia, HE Binghao, RUAN Jiaqi, HUANG Jing, XU Zhao, WEN Fushuan
DOI：10.12096/j.2096-4528.pgt.260401
Keywords：climate change;climate adaptive power systems;large language models;multi-source information integration;decision generation;system resilience
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Updated：2026-09-01
Frontier AI Technologies and Large Model Applications for New Power Systems
Research on Key Technologies for Enhancing Large Language Model Capabilities in Power Grid Dispatch and Control AI Introduction
YANG Qingbo, ZHU Shuguang, LIU Dong, FENG Qiong, MA Xinxin, WANG Jiaqi, WU Shuzhou, LÜ Shang
DOI：10.12096/j.2096-4528.pgt.260402
Keywords：large language models;power grid dispatch and control;low-rank adaptation;retrieval-augmented generation;two-layer hybrid retrieval;grouped re-ranking
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Updated：2026-09-01
Frontier AI Technologies and Large Model Applications for New Power Systems
Electricity Spot Market Price Prediction Based on Multi-Modal Large Models AI Introduction
YANG Yuying, FAN Hang, LIU Dunnan, LIU Weican, YANG Ye, WANG Wen
DOI：10.12096/j.2096-4528.pgt.260403
Keywords：electricity price prediction;vision-language model (VLM);multi-modal fusion;day-ahead prediction;combined loss function;time-frequency analysis;few-shot learning
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Updated：2026-09-01
Frontier AI Technologies and Large Model Applications for New Power Systems
Photovoltaic Power Prediction Based on Sample Entropy Clustering Decomposition-Inverted Transformer Model AI Introduction
SUN Huijuan, LUO Yong, FU Xuepeng, PENG Chunhua
DOI：10.12096/j.2096-4528.pgt.260404
Keywords：photovoltaic power generation;photovoltaic power prediction;hierarchical clustering;sample entropy;long-sequence prediction;inverted Transformer model
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Quick Entry

Frontier AI Technologies and Large Model Applications for New Power Systems

Climate-Adaptive Power Systems Empowered by Large Language Models: Challenges and Perspectives AI Introduction

GU Chenjia, HE Binghao, RUAN Jiaqi, HUANG Jing, XU Zhao, WEN Fushuan

Frontier AI Technologies and Large Model Applications for New Power Systems

Research on Key Technologies for Enhancing Large Language Model Capabilities in Power Grid Dispatch and Control AI Introduction

YANG Qingbo, ZHU Shuguang, LIU Dong, FENG Qiong, MA Xinxin, WANG Jiaqi, WU Shuzhou, LÜ Shang

Frontier AI Technologies and Large Model Applications for New Power Systems

Electricity Spot Market Price Prediction Based on Multi-Modal Large Models AI Introduction

YANG Yuying, FAN Hang, LIU Dunnan, LIU Weican, YANG Ye, WANG Wen

Frontier AI Technologies and Large Model Applications for New Power Systems

Photovoltaic Power Prediction Based on Sample Entropy Clustering Decomposition-Inverted Transformer Model AI Introduction

SUN Huijuan, LUO Yong, FU Xuepeng, PENG Chunhua

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Frontier AI Technologies and Large Model Applications for New Power Systems

Climate-Adaptive Power Systems Empowered by Large Language Models: Challenges and Perspectives AI Introduction

GU Chenjia, HE Binghao, RUAN Jiaqi, HUANG Jing, XU Zhao, WEN Fushuan

Frontier AI Technologies and Large Model Applications for New Power Systems

Research on Key Technologies for Enhancing Large Language Model Capabilities in Power Grid Dispatch and Control AI Introduction

YANG Qingbo, ZHU Shuguang, LIU Dong, FENG Qiong, MA Xinxin, WANG Jiaqi, WU Shuzhou, LÜ Shang

Frontier AI Technologies and Large Model Applications for New Power Systems

Electricity Spot Market Price Prediction Based on Multi-Modal Large Models AI Introduction

YANG Yuying, FAN Hang, LIU Dunnan, LIU Weican, YANG Ye, WANG Wen

Frontier AI Technologies and Large Model Applications for New Power Systems

Photovoltaic Power Prediction Based on Sample Entropy Clustering Decomposition-Inverted Transformer Model AI Introduction

SUN Huijuan, LUO Yong, FU Xuepeng, PENG Chunhua

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