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TowArds Building rEady for Demand rEsponse

Deliverables

BMS extender prototype

HW and SW development of a working prototype of the BMS extender, ready for system integration

Demand response emulator realization

Development of a Demand response emulator

Publications

RNN-based Forecasting of Indoor Temperature in a Naturally Ventilated Residential Building

Author(s): Kui Weng, Monjur Mourshed
Published in: Proceedings of Building Simulation 2019: 16th Conference of IBPSA, 2020, Page(s) 3103-3108
DOI: 10.26868/25222708.2019.211294

Smart Energy Management for Unlocking Demand Response in the Residential Sector

Author(s): Xiangping Chen, Kui Weng, Fanlin Meng, Monjur Mourshed
Published in: Proceedings, Issue 2/15, 2018, Page(s) 1136, ISSN 2504-3900
DOI: 10.3390/proceedings2151136

A Multi-Agent System for Energy Management in a Dynamic and Open Environment: Architecture and Optimisation

Author(s): Oudom Kem, Feirouz Ksontini
Published in: IEEE/WIC/ACM International Conference on Web Intelligence on - WI '19, Issue October 2019, 2019, Page(s) 348-352
DOI: 10.1145/3350546.3352545

Model-Based Optimal Control of Window Openings for Thermal Comfort

Author(s): Kui Weng, Fanlin Meng, Monjur Mourshed
Published in: Proceedings, Issue 2/15, 2018, Page(s) 1134, ISSN 2504-3900
DOI: 10.3390/proceedings2151134

Change-point multivariable quantile regression to explore effect of weather variables on building energy consumption and estimate base temperature range

Author(s): Qinglong Meng, Chengyan Xiong, Monjur Mourshed, Mengdi Wu, Xiaoxiao Ren, Wenqiang Wang, Yang Li, Hui Song
Published in: Sustainable Cities and Society, Issue 53, 2020, Page(s) 101900, ISSN 2210-6707
DOI: 10.1016/j.scs.2019.101900

Going Beyond the Mean: Distributional Degree-Day Base Temperatures for Building Energy Analytics Using Change Point Quantile Regression

Author(s): Qinglong Meng, Monjur Mourshed, Shen Wei
Published in: IEEE Access, Issue 6, 2018, Page(s) 39532-39540, ISSN 2169-3536
DOI: 10.1109/ACCESS.2018.2852478

Retrofitting Buildings: Embodied & Operational Energy Use in English Housing Stock

Author(s): Adnan Hossain, Monjur Mourshed
Published in: Proceedings, Issue 2/15, 2018, Page(s) 1135, ISSN 2504-3900
DOI: 10.3390/proceedings2151135

Forecasting Algorithms and Optimization Strategies for Building Energy Management & Demand Response

Author(s): Fanlin Meng, Kui Weng, Balsam Shallal, Xiangping Chen, Monjur Mourshed
Published in: Proceedings, Issue 2/15, 2018, Page(s) 1133, ISSN 2504-3900
DOI: 10.3390/proceedings2151133

A Multi-Agent Approach to Energy Optimisation for Demand-Response Ready Buildings

Author(s): Oudom Kem, Feirouz Ksontini
Published in: Artificial Intelligence Techniques for a Scalable Energy Transition - Advanced Methods, Digital Technologies, Decision Support Tools, and Applications, Issue 2020, 2020, Page(s) 77-107
DOI: 10.1007/978-3-030-42726-9_4