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Stefan Brandt

technische universität berlin

6H指数
24论文数
163被引数
收录论文 9
发表时间
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Transfer learning and explainable AI for heating load forecasting: A large-scale benchmark with SHAP-based static features迁移学习和可解释AI在供暖负荷预测中的应用：基于SHAP静态特征的大规模基准研究
errEnergy and AI
IF9.6
err2026-03-12
err0
errOAAI
errAlexander Neubauer; Mengbo Yu; Pedram Babakhani; Stefan Brandt; Martin Kriegel
err分享
err收藏
An Explainable Transformer-Based Mixture of Experts for Heat Load Forecasting一种可解释的基于变压器的专家组合，用于热负荷预测
errIEEE Access
IF3.6
err2026-01-20
err0
errOAAI
errPedram Babakhani; Alexander Neubauer; Mengbo Yu; Stefan Brandt; Martin Kriegel
err分享
err收藏
Imputing the long-term missing heating load data using a generative network使用生成网络填补长期缺失的供暖负荷数据
errEnergy and AI
IF9.6
err2025-10-28
err0
errOAAI
errMengbo Yu; Alexander Neubauer; Pedram Babakhani; Stefan Brandt; Martin Kriegel
err分享
err收藏
TCN-BiLSTM-CE: An interdisciplinary approach for missing energy data imputation by contextual inferenceTCN-BiLSTM-CE：一种基于情境推理的跨学科方法用于缺失能量数据插补
errApplied Energy
IF11
err2025-08-20
err0
errOAAI
errMengbo Yu; Alexander Neubauer; Stefan Brandt; Martin Kriegel
err分享
err收藏
Explainable multi-step heating load forecasting: Using SHAP values and temporal attention mechanisms for enhanced interpretability可解释的多步供热负荷预测: 使用SHAP值和时间注意机制来增强可解释性
errENERGY AND AI
IF9.6
err2025-05-01
err2
errOAAI
errNeubauer, Alexander; Brandt, Stefan; Kriegel, Martin
err分享
err收藏
Occupancy-equivalent, operative temperature control for an energy-saving operation of direct electric, low-capacity heating systems占用等效的操作温度控制，用于直接电，低容量加热系统的节能运行
errBUILDING AND ENVIRONMENT
IF7.6
err2022-12-01
err3
PREAI
errSchmitt, Lukas; Schaub, Michael; Brandt, Stefan; Kriegel, Martin
err分享
err收藏
A methodology to support the decision-making process for energy retrofitting at district scale
errENERGY AND BUILDINGS
IF7.1
err2021-05-01
err19
PREAI
errStanica, Diana-Iulia; Karasu, Arda; Brandt, Daniel; Kriegel, Martin; Brandt, Stefan; Steffan, Claus
err分享
err收藏
Analytical prediction of heat transfer by unsteady natural convection at vertical flat plates in air
errINTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF5.8
err2019-12-01
err9
PREAI
errSchaub, Michael; Kriegel, Martin; Brandt, Stefan
err分享
err收藏
Experimental investigation of heat transfer by unsteady natural convection at a vertical flat plate
errINTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER
IF5.8
err2019-06-01
err17
PREAI
errSchaub, Michael; Kriegel, Martin; Brandt, Stefan
err分享
err收藏

研究方向

暂无研究方向
合作学者
合作期刊
M
Michael Schaub
H 指数: 55 · 论文数: 496
M
Martin Kriegel
H 指数: 21 · 论文数: 134
D
Daniel Brandt
H 指数: 7 · 论文数: 29
P
Pedram Babakhani
H 指数: 4 · 论文数: 10
M
Mengbo Yu
H 指数: 3 · 论文数: 8
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