2024

Zhang, Meng, Millar, Michael-Allan, Chen, Si, Ren, Yaxing, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2024) Enhancing hourly heat demand prediction through artificial neural networks: a national level case study. Energy and AI, 15, 100315. (doi: 10.1016/j.egyai.2023.100315)

2023

Couraud, Benoit, Andoni, Merlinda ORCID: https://orcid.org/0000-0002-6909-8179, Robu, Valentin, Norbu, Sonam, Chen, Si and Flynn, David ORCID: https://orcid.org/0000-0002-1024-3618 (2023) Responsive FLEXibility: a smart local energy system. Renewable and Sustainable Energy Reviews, 182, 113343. (doi: 10.1016/j.rser.2023.113343)

Ren, Yaxing, Chen, Si and Marco, James (2023) An adaptive power distribution scheme for hybrid energy storage system to reduce the battery energy throughput in electric vehicles. Transactions of the Institute of Measurement and Control, 45(7), pp. 1367-1381. (doi: 10.1177/01423312221138841)

2022

Andoni, Merlinda ORCID: https://orcid.org/0000-0002-6909-8179, Norbu, Sonam, Couraud, Benoit, Flynn, David ORCID: https://orcid.org/0000-0002-1024-3618, Chen, Si and Robu, Valentin (2022) Decentralized Energy White Paper: Adaptive Local Energy Communities. Project Report. University of Glasgow. (doi: 10.36399/gla.pubs.278207).

Andoni, Merlinda ORCID: https://orcid.org/0000-0002-6909-8179, Norbu, Sonam, Couraud, Benoit, Flynn, David ORCID: https://orcid.org/0000-0002-1024-3618, Chen, Si and Robu, Valentin (2022) Democratising Energy: Placing citizens and communities at the heart of the energy revolution. Project Report. University of Glasgow. (doi: 10.36399/gla.pubs.278206).

2021

Chen, Si, Ren, Yaxing, Friedrich, Daniel, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2021) Prediction of office building electricity demand using artificial neural network by splitting the time horizon for different occupancy rates. Energy and AI, 5, 100093. (doi: 10.1016/j.egyai.2021.100093)

Chen, Si, Friedrich, Daniel and Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 (2021) Optimal sizing of a grid independent renewable heating system for building decarbonisation. Frontiers in Energy Research, 9, 746268. (doi: 10.3389/fenrg.2021.746268)

2020

Chen, Si, Ren, Yaxing, Friedrich, Daniel, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2020) Sensitivity analysis to reduce duplicated features in ANN training for district heat demand prediction. Energy and AI, 2, 100028. (doi: 10.1016/j.egyai.2020.100028)

2019

Chen, Si, Friedrich, Daniel, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2019) District heating network demand prediction using a physics-based energy model with Bayesian approach for parameter calibration. Energies, 12(18), 3408. (doi: 10.3390/en12183408)

Articles

Zhang, Meng, Millar, Michael-Allan, Chen, Si, Ren, Yaxing, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2024) Enhancing hourly heat demand prediction through artificial neural networks: a national level case study. Energy and AI, 15, 100315. (doi: 10.1016/j.egyai.2023.100315)

Couraud, Benoit, Andoni, Merlinda ORCID: https://orcid.org/0000-0002-6909-8179, Robu, Valentin, Norbu, Sonam, Chen, Si and Flynn, David ORCID: https://orcid.org/0000-0002-1024-3618 (2023) Responsive FLEXibility: a smart local energy system. Renewable and Sustainable Energy Reviews, 182, 113343. (doi: 10.1016/j.rser.2023.113343)

Ren, Yaxing, Chen, Si and Marco, James (2023) An adaptive power distribution scheme for hybrid energy storage system to reduce the battery energy throughput in electric vehicles. Transactions of the Institute of Measurement and Control, 45(7), pp. 1367-1381. (doi: 10.1177/01423312221138841)

Chen, Si, Ren, Yaxing, Friedrich, Daniel, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2021) Prediction of office building electricity demand using artificial neural network by splitting the time horizon for different occupancy rates. Energy and AI, 5, 100093. (doi: 10.1016/j.egyai.2021.100093)

Chen, Si, Friedrich, Daniel and Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 (2021) Optimal sizing of a grid independent renewable heating system for building decarbonisation. Frontiers in Energy Research, 9, 746268. (doi: 10.3389/fenrg.2021.746268)

Chen, Si, Ren, Yaxing, Friedrich, Daniel, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2020) Sensitivity analysis to reduce duplicated features in ANN training for district heat demand prediction. Energy and AI, 2, 100028. (doi: 10.1016/j.egyai.2020.100028)

Chen, Si, Friedrich, Daniel, Yu, Zhibin ORCID: https://orcid.org/0000-0003-0845-9951 and Yu, James (2019) District heating network demand prediction using a physics-based energy model with Bayesian approach for parameter calibration. Energies, 12(18), 3408. (doi: 10.3390/en12183408)

Research Reports or Papers

Andoni, Merlinda ORCID: https://orcid.org/0000-0002-6909-8179, Norbu, Sonam, Couraud, Benoit, Flynn, David ORCID: https://orcid.org/0000-0002-1024-3618, Chen, Si and Robu, Valentin (2022) Decentralized Energy White Paper: Adaptive Local Energy Communities. Project Report. University of Glasgow. (doi: 10.36399/gla.pubs.278207).

Andoni, Merlinda ORCID: https://orcid.org/0000-0002-6909-8179, Norbu, Sonam, Couraud, Benoit, Flynn, David ORCID: https://orcid.org/0000-0002-1024-3618, Chen, Si and Robu, Valentin (2022) Democratising Energy: Placing citizens and communities at the heart of the energy revolution. Project Report. University of Glasgow. (doi: 10.36399/gla.pubs.278206).