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Fanyue Qian

Tongji University

1239 Siping Road

Shanghai, 200092

China

SCHOLARLY PAPERS

8

DOWNLOADS

350

TOTAL CITATIONS

0

Scholarly Papers (8)

An Innovative Deep Reinforcement Learning Framework for Integrated Energy System Scheduling Optimization Considering Year-Around Load Variance

Number of pages: 34 Posted: 01 Apr 2025
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, University of Tokyo, Tongji University and Tongji University
Downloads 41 (1,196,631)

Abstract:

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Integrated energy system, deep reinforcement learning, optimizing dispatch, load clustering, expert knowledge

An Innovative Deep Reinforcement Learning Framework for Integrated Energy System Scheduling Optimization Considering Year-Around Load Variance

Number of pages: 34 Posted: 05 Jul 2024
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, University of Tokyo, Tongji University and Tongji University
Downloads 34 (1,296,409)

Abstract:

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Integrated energy system, deep reinforcement learning, optimizing dispatch, load clustering, expert knowledge

2.

Optimizing Distributed Energy System with an Enhanced Reinforcement Learning–Model Predictive Control Algorithm

Number of pages: 28 Posted: 26 Jun 2024
Tongji University, Tongji University, Tongji University, Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN, Tongji University and Tongji University
Downloads 71 (867,774)

Abstract:

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Operation Optimization, Distributed Energy Systems, Model Predictive Control, Reinforcement Learning, Reinforcement Learning-Model Predictive Control

Bilevel Optimization of Virtual Power Plants Bidding Across Multiple Markets with a Multi-Factor Differentiated Bidding Strategy

Number of pages: 28 Posted: 11 Nov 2025
Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power and Shanghai Jiao Tong University (SJTU)
Downloads 28 (1,400,723)

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virtual power plant, Dynamic bidding strategy, Bilevel optimization, Decarbonization, Power-carbon coupled market, Market clearing.

Bilevel Optimization of Virtual Power Plants Bidding Across Multiple Markets with a Multi-Factor Differentiated Bidding Strategy

Number of pages: 35 Posted: 29 Oct 2025
Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Shanghai University of Electric Power, Shanghai University of Electric Power, Shanghai University of Electric Power and Shanghai Jiao Tong University (SJTU)
Downloads 26 (1,430,393)

Abstract:

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Virtual power plant, Dynamic bidding strategy, Bilevel optimization, Decarbonization, Power-carbon coupled market, Market clearing.

Demand Response in Buildings: Comparative Study on Energy Flexibility Potential of Underfloor Heating and Air Conditioning Systems

Number of pages: 60 Posted: 21 Nov 2024
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 32 (1,341,098)

Abstract:

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Demand response, Underfloor heating system, Air conditioning system, Response time, Building insulation performance, Energy flexibility

Demand Response in Buildings: Comparative Study on Energy Flexibility Potential of Underfloor Heating and Air Conditioning Systems

Number of pages: 59 Posted: 13 Sep 2024
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 22 (1,486,852)

Abstract:

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demand response, Underfloor heating system, Air conditioning system, Response time, Building insulation performance, Energy flexibility

5.

A Clustering Enhanced Generative Adversarial Network Approach for Addressing Limited Data and Uncertainty in Photovoltaic Output Scenarios

Number of pages: 30 Posted: 20 Jan 2025
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, University of Tokyo, Tongji University and Tongji University
Downloads 34 (1,290,922)

Abstract:

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Photovoltaic power, scenario generation, Generative Adversarial Network, Limited data, dataset clustering

6.

Strategic Optimization of Photovoltaic-Hydrogen Storage-Proton Exchange Membrane Fuel Cell Systems Based on Solar Periodicity: Accounting for Part-Load Characteristics

Number of pages: 46 Posted: 30 Nov 2024
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 26 (1,385,945)

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Hydrogen storage system, Integrated energy systems, Part-load characteristic, Solar curtailment, Particle swarm optimization, Energy and operation management

7.

Interpretable Multi-Feature District Building Energy Consumption Prediction Model: Based on Dual Attention Mechanism and Spatiotemporal Graph Convolutional Network

Number of pages: 31 Posted: 14 Apr 2025
Tongji University, Tongji University, Tongji University, Tongji University, Tongji University, Tongji University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,436,435)

Abstract:

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district building energy consumption prediction, spatiotemporal graph convolutional, attention mechanism, feature difference, interpretability

8.

Strategic Optimization of Pv-Hss-Pemfc Systems Based on Photovoltaic Periodicity: Accounting for Pemfc Partial Load Characteristics

Number of pages: 46 Posted: 03 Sep 2024
Shanghai University of Electric Power, Shanghai University of Electric Power, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 14 (1,509,872)

Abstract:

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Hydrogen storage system, Integrated energy systems, Part-load characteristic, Solar curtailment, Particle swarm optimization, Energy and operation management