Conference
Proceedings of BSO Conference 2020
Proceedings of the 5th IBPSA-England Conference on Building Simulation and Optimization (Virtual)
Loughborough, UK: 21-22 September 2020
List of topics
- Poster Presentations
- Session 10: Experimental Performance Characterisation
- Session 11: Urban Building Energy Modelling
- Session 12: Data Driven Modelling
- Session 1: Occupancy Behaviour Modelling 1
- Session 1: Occupancy Behaviour Modelling 2
- Session 1: Occupancy Behaviour Modelling 3
- Session 2: Building Energy Systems Modelling & Simulation
- Session 3: Parametric Design
- Session 4: Design & Retrofit Optimisation
- Session 5: Advances in Building Simulation Tools
- Session 6: Uncertainty Quantification & Analysis
- Session 7: Shading and Overheating Analysis
- Session 8: Building Energy Flexibility
- Session 9: Occupant Behaviour Modelling 2
- Session 9: Occupant Behaviour Modelling 3
Poster Presentations
Session 10: Experimental Performance Characterisation
| Hygrothermal properties of Scottish building stone and mortar |  |
| Phil Banfill | |
| Estimation of Global Thermal Performances of a Facade Under Real Climate | |
| Manon Rendu, Jerome Le Dreau, Maxime Doya, Patrick Salagnac | |
| Study on Energy Simulation Methods of Atriums in Shopping Malls | |
| Ye Yuan, Gang Liu, Rui Dang, Fangli Yan | |
Session 11: Urban Building Energy Modelling
| London School Building Stock Model for Cognitive Performance Assessment | |
| Jie Dong, Yair Schwartz, Ivan Korolija, Anna Mavrogianni, Dejan Mumovic | |
| Spatially-based urban energy modelling approach for enabling energy retrofits in Oxfordshire | |
| Rajat Gupta, Matt Gregg | |
| An Urban-scale Residential Stock Model for Grid-constrained Regions | |
| Peter McCallum, David Jenkins, Paraskevi Vatougiou | |
Session 12: Data Driven Modelling
| Parameters identification of grey-box building energy model through Bayesian calibration | |
| Victor Marty-Jourjon, Thomas Berthou, Pascal Stabat | |
| One-Step Ahead Modelling of building thermal dynamics: A Comparison of Backward Selection and LASSO approaches | |
| Argyris Oraiopoulos, Bianca Howard | |
| A novel ROM methodology to support the estimation of the energy savings under the Measurement and Verification protocol | |
| Alessandro Piccinini, Magdalena Hajdukiewicz, Letizia D’Angelo, Luis Miguel Blanes, Marcus M. Keane | |
| Advanced machine learning techniques for predictive maintenance of HVAC subsystems based on energy consumption prediction | |
| Desiree Arias-Requejo, Carlos J. Alonso-Gonzalez, Belarmino Pulido, Marcus M. Keane | |
Session 1: Occupancy Behaviour Modelling 1
| Occupant Behaviour: A Data Driven Markov Model for Occupancy Presence in Residential Buildings | |
| Benjamin Halls, Steven Firth | |
Session 1: Occupancy Behaviour Modelling 2
| Re-defining ‘activity’ in buildings to reflect stochastic energy demand: a functional data analysis approach | |
| Rebecca Ward, Ruchi Choudhary | |
Session 1: Occupancy Behaviour Modelling 3
| Comparing Bottom-Up Energy Consumption Models Using The Wasserstein Distance Between Load Profile Histograms | |
| Edward Sanderson, Aikaterini Fragaki, Jules Simo, Bogdan Matuszewski | |
Session 2: Building Energy Systems Modelling & Simulation
| Optimal chiller loading of dual temperature chilled water plants for energy saving | |
| Lizhi Jia, Junjie Liu, Shen Wei | |
| Techno-economic Feasibility Of Replacing Oil Boilers With Air-To-Water-Heat-Pumps Coupled With Thermal Energy Storage | |
| Paraskevi Vatougiou, David P. Jenkins, Peter McCallum | |
Session 3: Parametric Design
| Parametric clustering and shoebox modelling to evaluate environmental framework | |
| Andrew Komarnycky, Fred Labbe, Lucia Cerrada | |
| Simulation Assisted Design Exploration to Evaluate View and Energy Performance of Window Shading | |
| Peiman Pilechiha, Mohammadjavad Mahdavinejad, Arash Beizaee | |
Session 4: Design & Retrofit Optimisation
| Integration of Ensemble Models with Power Systems Optimisation – Detached Dwelling Case Study | |
| Carlos Andrade-Cabrera, Ciara O’Dwyer, Donal P. Finn | |
| Surrogate Optimisation of Housing Stock Retrofits using Deep Neural Networks | |
| James Michael Hey, Peer-Olaf Siebers, Paul Nathanail, Ender Ozcan, Darren Robinson | |
| A comparison between sequential and simultaneous whole-building design optimization for building performance | |
| Riccardo Talami, Jonathan Wright, Bianca Howard | |
Session 5: Advances in Building Simulation Tools
| Integration and Evaluation of Deep Reinforcement Learning Controller in a Building Co-Simulation Environment | |
| Ahmed Amrani, Rim Kaddah, Jean-Philippe Tavella, Mathieu Schumann | |
| Dynamic Simulation tool for building energy performance assessment and improvement | |
| Giorgio Cucca, Carl Holland, Soma Mohammadi, Bunmi Adefajo | |
| Improvement of the Ladybug-tools microclimate workflow: A verification study | |
| Yasser Ibrahim, Tristan Kershaw, Paul Shepherd | |
Session 6: Uncertainty Quantification & Analysis
| Theory and reality: a Comparative analysis of standard and real building usage and impact of input simplifications | |
| Miklos Horvath, Helga Kovacs, Viktoria Vamos, Zsofia Deme Belafi, Tamas Csoknyai | |
| Towards reproducible dwelling retrofit evaluation: Data, tools & opportunity to address uncertainty | |
| Kate Simpson | |
| Emulation-based Uncertainty and Sensitivity Analysis of a multi-zone dwelling | |
| Parag Wate, Darren Robinson | |
Session 7: Shading and Overheating Analysis
| An integrated and strategic evaluation of automated blind controls to achieve energy and occupant’s comfort objectives | |
| Chantal Basurto, Jerome Kaempf | |
| Assessing heat vulnerability in London care settings: case studies of adaptation to climate change | |
| Eleni Oikonomou, Anna Mavrogianni, Nishesh Jain, Rajat Gupta, Paul Wilkinson, Alastair Howard, Ai Milojevic, Mike Davies | |
| Comparison of Methods for Modelling Complex External Shading in EnergyPlus and IESVE | |
| Matthew Tee, Thajnu Rashid, Anna Ioannidou-Kati | |
| Glare-Based Control Strategies for Automated Roller Shades and Blinds in Office Buildings: A Literature Review | |
| Jiarong Xie, Azadeh Omidfar Sawyer, Omer Tugrul Karaguzel | |
Session 8: Building Energy Flexibility
| Implications of uncertainties in energy demand baseline estimations on building energy flexibility | |
| Rami El Geneidy, Bianca Howard, David Allinson | |
| Towards Robustness of Data-Driven Predictive Control for Building Energy Flexibility Applications | |
| Anjukan Kathirgamanathan, Mattia De Rosa, Eleni Mangina, Donal P. Finn | |
| On the influence of occupants on the energy flexibility of buildings: a sensitivity study at district scale | |
| Jerome Le Dreau, Marika Vellei, Simon Martinez | |
| Experimental test on the performance of building and district algorithms to enhance penetration of renewables in residential districts | |
| Jaume Salom, Paolo Taddeo, Lluc Canals Casals, Alba Colet, Ivan Bellanco, Cristina Corchero | |
Session 9: Occupant Behaviour Modelling 2
| Detection of Window Opening Using a Deep Learning Approach for Effective Management of Building Ventilation Heat Losses | |
| Paige Wenbin Tien, Shuangyu Wei, John Kaiser Calautit | |
Session 9: Occupant Behaviour Modelling 3
| Capturing the diversity of household window operation behaviour: Lessons from a monitoring campaign in London | |
| Yan Wang, Farhang Tahmasebi, Elizabeth Cooper, Samuel Stamp, Esfandiar Burman, Dejan Mumovic | |