José Candanedo

Prix et distinctions

• Dean's Honour List. McGill University. (Citation).
• High Honours (Con Altos Honores). Universidad Tecnológica de Panamá. (Citation).
• Scientific outreach / rayonnement scientifique. CanmetENERGY in Varennes. (Prize / Award).

Financement

• Grant. (Awarded). Principal Investigator. Discovery Grant: Model-based control of high-performance building systems. Natural Sciences and Engineering Research Council of Canada (NSERC). Discovery Grant. 120 000 $. (2016-2021)
• Fellowship. (Awarded). Principal Applicant. Postdoctoral Visiting Fellowship, NSERC. (2011-2013)
• Scholarship. (Awarded). Principal Applicant. Alexander Graham Bell Graduate Scholarship (CGS D2), NSERC. (2008-2010)

Publications

Articles de revue

• Saloux, E; Zhang, K; Candanedo, J. (2023). A critical perspective on current research trends in building operation: pressing challenges and promising opportunities. Buildings (Submitted).
• Nguyen, A; Candanedo, J. (2023). A load decomposition framework for the rapid characterization of thermal energy storage systems in buildings. Applied Energy (Submitted).
• Vallianos, C; Candanedo, J; Athienitis, A. (2023). Application of a large smart thermostat dataset for model calibration and Model Predictive Control implementation in the residential sector. Energy 278 (A), (Accepted).
• Sartori, I; Walnum, H; Skeie, K; Georges, L Knudsen, M; Bacher, P; Candanedo, J; Sigounis, A; Prakash, A; Pritoni, M; Granderson, J; Yang, S; Wan, M. (2023). Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate. Data in Brief 48 (Published).
• Candanedo, J; Vallianos, C*, Delcroix, B; Date, J; Saberi-Derakhtenjani, A; Morovat, N*: John, C; Athienitis, A. (2022). Control-oriented archetypes: a pathway for the systematic application of advanced controls in buildings. Journal of Building Performance Simulation 15 (4), 433-444. (Published).
• Morovat, N*; Athienitis, A; Candanedo, J; Delcroix, B. (2022). Data-driven model-based control strategies to enhance energy flexibility in electrically heated school buildings. Buildings 12 (5), (Published).
• Date, J; Candanedo, J; Athienitis, A. (2021). A methodology for the enhancement of the energy flexibility and contingency response of a building through predictive control of passive and active storage. Energies 14 (5), (Published).
• Saloux, E; Candanedo, J. (2021). Model-based predictive control to minimize primary energy use in a solar district heating system with seasonal thermal energy storage. Applied Energy 291 (Published).
• Cotrufo, N; Saloux, E; Hardy, J-M, Candanedo, J, Platon, R. (2020). A practical artificial intelligence-based approach for predictive control in commercial and institutional buildings. Energy and Buildings 206 (Published).
• Date, J*; Candanedo, J; Athienitis, A; Lavigne, K. (2020). Development of reduced order thermal dynamic models for building load flexibility of an electrically heated high temperature thermal storage device. Science and Technology for the Built Environment 26 (7), 957-974. (Published).
• Md Shamim Ahamed Radu Zmeureanu Nunzio Cotrufo José A. Candanedo. (2020). Gray-box virtual sensor of the supply air temperature of air handling units. Science and Technology for the Built Environment 26 (8), (Published).
• Saloux, E; Candanedo, J. (2020). Optimal rule-based control for the management of thermal energy storage in a Canadian solar district heating system. Solar Energy 207 1191-1201. (Published).
• Saloux, E; Candanedo, J. (2019). Control-oriented model of a solar community with seasonal thermal energy storage: development, calibration and validation. Journal of Building Performance Simulation 12 (5), 523-545. (Published).
• Saloux, E; Candanedo, J. (2019). Modelling stratified thermal energy storage tanks using an advanced flow rate distribution of the received flow. Applied Energy 241 34-45. (Published).
• Morovat, N*; Athienitis, A; Candanedo, J; Dermardiros, V. (2019). Simulation and Performance Analysis of an Active PCM-Heat Exchanger Intended for Building Operation Optimization. Energy and Buildings 199 47-61. (Published).
• Papachristou, A*; Vallianos, C*; Dermardiros, V*; Athienitis, A; Candanedo, J. (2018). A numerical and experimental study of a simple model-based predictive control strategy in a perimeter zone with phase change material. Science and Technology for the Built Environment 24 (9), 933-944. (Published).
• Padilla, M; Choinière, D; Candanedo, J. (2015). A model-based strategy for self-correction of sensor faults in VAV air handling units. Science and Technology for the Built Environment 1-15. (Published).
• Saberi-Derakhtenjani, A*; Candanedo, J; Chen, YX; Dehkordi, VR; Athienitis, A. (2015). Modeling approaches for the characterization of building thermal dynamics and model-based control: a case study. Science and Technology for the Built Environment 21 (6), 824-836. (Published).
• Candanedo, J; Dehkordi, VR; Saberi-Derakhtenjani, A*, Athienitis, A. (2015). Near-optimal transition between temperature setpoints for peak load reduction in small buildings. Energy and Buildings 87 123-133. (Published).
• Salom, J; Widén, J; Candanedo, J; Lindberg, K. (2014). Analysis of grid interaction indicators in net-zero energy buildings with sub-hourly collected data. Advances in Building Energy Research 9 (1), 89-106. (Published).
• Salom, J; Marszal, A; Widén, J; Candanedo, J; Lindberg, K. (2014). Analysis of load match and grid interaction indicators in net zero energy buildings with simulated and monitored data. Applied Energy 136 119-131. (Published).
• Candanedo, J; Dehkordi, V; Stylianou, M. (2013). Model-based predictive control of an ice storage device in a building cooling system. Applied Energy 111 1032-1045. (Published).
• Candanedo, J*; Athienitis, A. (2011). Predictive control of radiant floor heating and solar-source heat pump operation in a solar house. HVAC & R Research 17 (3), 235-256. (Published).
• Candanedo, J; Allard, A*; Athienitis, A. (2011). Predictive control of radiant floor heating and transmitted irradiance in a room with high solar gains. ASHRAE Transactions 117 (2), 652-665. (Published).
• Candanedo, J*; Athienitis, A. (2010). Investigation of anticipatory control strategiesin a net-zero energy solar house. ASHRAE Transactions 116 (1), 246-259. (Published).
• Candanedo, L*; Athienitis, A; Candanedo, J*; O'Brien, W*; Chen, YX*. (2010). Transient and steady state models for open-loop air-based BIPV/T systems. ASHRAE Transactions 116 (1), 600-612. (Published).

Chapitres de livre

• Candanedo JA, Salom J, Widén J, Athienitis AK. (2015). Load matching, grid interaction and advanced control. Athienitis AK, O'Brien W. Modeling, design and optimization of net-zero energy buildings (1, 207-240). Ernst & Sohn. (Published).
• Athienitis AK, Candanedo JA*, Musall E*. (2011). ÉcoTerra Home. Voss K, Musall E*. Net Zero Energy Buildings (1, 60-63). EnOB: Forschung für Energieoptimiertes Bauen, DETAIL - Green Books. (Published).

Articles de magazine

• Candanedo, J. (2016). Maisons et bâtiments nets zéro. Urbanité - Revue de l'Ordre des Urbanistes du Québec. Été 2016

Rapports

• White, S; Marszal-Pomianowska, A.; Jin, G.Y; Madsen, H; Candanedo, J.; Harmelink, M.; Stensson, S.; Gori, V. (2023). A data sharing guideline for buildings and HVAC systems (Energy in Buildings and Technology Program, IEA). International Energy Agency. 57 p.

Articles de conférence

• Navid Morovat Andreas K. Athienitis José A. Candanedo. (2022). A Heuristic Model Predictive Control Method to Activate the Energy Flexibility of School Buildings. Purdue ePubs, (Published).
• Giulio Tonellato Michael Kummert José A. Candanedo Gabrielle Beaudry Philippe Pasquier. (2022). Control strategy evaluation framework for ground source heat pumps using standing column wells. Proceedings of IGSHPA 2022, (Published).
• Navid Morovat Andreas K. Athienitis José A. Candanedo. (2022). Enhancing energy flexibility of a school building using local setpoint adjustment in classrooms. Proceedings of COBEE 2022, (Published).
• Navid Morovat Andreas K. Athienitis José A. Candanedo. (2021). Application of grey-box models for the quantification of the energy flexibility of a school building in Canada. Proceedings of ASHRAE Annual Conference, (Published).
• Étienne Saloux Nunzio Cotrufo José A. Candanedo. (2021). A practical data-driven multi-model approach to model predictive control: results from implementation in an institutional building. Purdue ePubs, (Published).
• Navid Morovat José A. Candanedo Andreas K. Athienitis. (2021). Data analysis, modelling, and energy flexibility assessment of an educational building in Canada. Proceedings of eSim 2020, (Published).
• Navid Morovat José A. Candanedo Andreas K. Athienitis. (2021). Energy flexibility quantification with integrated heat pump, floor heating system and thermal storage in a school building. Proceedings of IBPSA 2021, (Published).
• Nunzio Cotrufo José A. Candanedo. (2019). A novel local correction-based (LC-b) approach for low-order control-oriented models. Proceedings CISBAT 2019, (Published).
• Navid Morovat José A. Candanedo Andreas K. Athienitis. (2019). Performance Analysis and Control Strategies to Enhance Free Cooling with an Active PCM-Heat Exchanger. Proceedings of IBPSA 2019, (Published).
• José A. Candanedo Ali Saberi-Derakhtenjani Katherine D'Avignon Andreas K. Athienitis. (2018). A pathway for the derivation of control-oriented models for radiant floor heating applications. Proceedings of eSim 2018, (Published).
• Jennifer Date José A. Candanedo Andreas K. Athienitis Karine Lavigne. (2018). Control-oriented modelling of an air-based electric thermal energy storage device (CH-18-C051). ASHRAE Winter Conference, (Published).
• Étienne Saloux José A. Candanedo. (2018). Control-oriented modelling of stratified storage tanks: an enhanced approach. Proceedings of eSim 2018, (Published).
• Camille John Charalampos Vallianos José A. Candanedo Andreas K. Athienitis. (2018). Estimating time constants for over 10,000 residential buildings in North America: towards a statistical characterization of thermal dynamics. Proceedings of IBPC 2018, (Published).
• Étienne Saloux José A. Candanedo. (2018). Forecasting District Heating Demand Using Machine Learning Algorithms. Proceedings of DHC 2018, (Published).
• José A. Candanedo Étienne Saloux Jean-Marc Hardy Radu Platon Vahid Raissi-Dehkordi Alexandre Côté. (2018). Preliminary Assessment of a Weather Forecast Tool for Building Operation. Purdue ePubs, (Published).
• Jennifer Date José A. Candanedo Andreas K. Athienitis Karine Lavigne. (2017). Predictive setpoint optimization of a commercial building subject to a winter demand penalty affecting 12 months of utility bills. Proceedings of IBPSA 2017, (Published).

Autres contributions

Cours enseignés

• Fundamentals of Smart Buildings Operation. BLDG 6111. (2022-01-05 à 2022-05-04).(4CR).
• Computer-aided Building Operation. BLDG 6111. (2020-01-06 à 2020-05-01).(4CR).
• Building Illumination and Daylighting. BLDG474 / BLDG6731. (2012-09-03 à 2012-12-14).(4CR).
• Hygrothermal Performance of the Building Envelope. BLDG 6661. (2012-01-03 à 2011-04-08).(4CR).

Activités de collaboration internationale

• Subtask Leader. Canada. IEA EBC - Annex 81 - Data-Driven Smart Buildings. This activity, within the framework of the International Energy Agency technical program on Buildings and Communities, brings together researchers from over 20 countries, envisioning a future in which the availability of data from buildings enables digital solutions to improve energy efficiency, enhance building-grid interaction and facilitate fault detection and diagnosis.
• PhD Researcher. IEA Task 40 / Annex 52 - Towards Net Zero Energy Solar Buildings, an activity of the International Energy Agency involving participants from Canada, Germany, Italy, Norway, USA, Singapore, Korea, Denmark, Sweden and Spain.

Présentations

• (2022). Data-Driven Smart Buildings: A New Era. 5th International Conference on Building Energy and Environment (COBEE). Montreal, Canada
• (2017). The role of big data in predictive control: challenges and opportunities. Workshop on Big Data in Building Operations. Ottawa, Canada
• Vahid Raissi-Dehkordi. (2015). Activités de recherche sur la régulation automatique à base de modèles dans les bâtiments. Présentation scientifique. Varennes, Canada
• Justin Tamasauskas. (2015). Advanced control of heat pumps and the impact on building/grid interactions. CZEBS-iiSBE NZEB Symposium. Montreal, Canada
• (2014). Beyond annual net-zero energy balance: smart buildings and their interaction with the grid – Report on related activities in IEA Task 40/Annex 52. Mini-forum on Canadian Perspectives on RD&D Activities in Low and Net-Zero Energy Solar Buildings and Communities. Varennes, Canada
• (2014). Beyond annual net-zero energy balance: smart buildings and their interaction with the grid – Report on related activities in IEA Task 40/Annex 52. Mini-forum on Canadian Perspectives on RD&D Activities in Low and Net-Zero Energy Solar Buildings and Communities. Varennes, Canada
• (2014). Optimized operation of net-zero energy buildings. PhD Summer School (SNEBRN and the International Association of Building Physics). Montréal, Canada
• (2014). Optimized operation of net-zero energy buildings. PhD Summer School (SNEBRN and the International Association of Building Physics). Montreal, Canada
• (2013). Considerations on the operation of smart homes and small buildings. 2nd Annual General Meeting – NSERC Smart Net-Zero Energy Buildings Strategic Research Network. Ottawa, Canada
• (2013). Model-based predictive control and building-grid interaction. Workshop organized by IEA Task 40/Annex 52 in the context of IBPSA. Chambéry, France
• Amélie Allard. (2013). System identification for building thermal modelling. Workshop at Concordia University. Montreal, Canada
• Meli Stylianou. (2012). Integration and control of renewable technologies in high performance buildings: challenges and opportunities. Controlling Green Buildings (Workshop organized in the context of ACC 2012). Varennes, Canada
• (2011). Les maisons avancées : stockage de la chaleur et contrôle prédictif. 79e Congrès de l’ACFAS. Sherbrooke, Canada
• Scott Bucking Amélie Allard Andreas K. Athienitis. (2011). Model-based predictive control applications for solar homes and communities. Model Predictive Control in Buildings Workshop. Montréal, Canada
• Amélie Allard Diane Bastien. (2010). Maisons à consommation énergétique nulle au Québec: opportunités et défis. Forum Régional Montérégie, Rendez-vous de l’énergie. Mont St-Hilaire, Canada
• (2010). Performance Modeling and Systems Integration Strategies-Alstonvale House. CMHC EQuilibrium Housing Forum–True Stories: Sustainability in Action. Montréal, Canada