Concepedia

Shengren Hou

SH

Statistics

Publications

5

Citations

112

H-Index

5

Active since

2022

Affiliations

Delft University of Technology(Current)

Eindhoven University of Technology

Shengren Hou is an author at Delft University of Technology specializing in computing, model-free algorithms, and machine learning.

Publications per year

2022–2024

5

Publications

5

Optimal energy system scheduling using a constraint-aware reinforcement learning algorithm

Shengren Hou, Pedro P. Vergara, Edgar Mauricio Salazar Duque et al. · International Journal of Electrical Power & Energy Systems · 2023 · 50 citations · Full text

Computing, Computational Engineering, Machine Learning +16

Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling

Shengren Hou, Edgar Mauricio Salazar Duque, Pedro P. Vergara et al. · 2022 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) · 2022 · 26 citations

Computing, Computational Engineering, Machine Learning +13

DistFlow Safe Reinforcement Learning Algorithm for Voltage Magnitude Regulation in Distribution Networks

Shengren Hou, Aihui Fu, Edgar Mauricio Salazar Duque et al. · Journal of Modern Power Systems and Clean Energy · 2024 · 15 citations · Full text

Computing, Computer Science, Electrical Engineering +17

Comparative assessment of generative models for transformer- and consumer-level load profiles generation

Weijie Xia, Hanyue Huang, Edgar Mauricio Salazar Duque et al. · Sustainable Energy Grids and Networks · 2024 · 11 citations · Full text

Management, Infrastructure Planning, Demand Forecasting +15

RL-ADN: A high-performance Deep Reinforcement Learning environment for optimal Energy Storage Systems dispatch in active distribution networks

Shengren Hou, Shuyi Gao, Weijie Xia et al. · Energy and AI · 2024 · 10 citations · Full text

Computing, Computational Engineering, Energy Systems +16

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