1,205
Views
64
CrossRef citations to date
0
Altmetric
Articles

Models of domestic occupancy, activities and energy use based on time-use data: deterministic and stochastic approaches with application to various building-related simulations

, &
Pages 27-44 | Received 06 Aug 2010, Accepted 13 Oct 2010, Published online: 11 Feb 2011

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (11)

Marika Vellei, Elie Azar, Karol Bandurski, Christiane Berger, Salvatore Carlucci, Bing Dong, Matteo Favero, Ardeshir Mahdavi & Marcel Schweiker. (2022) Documenting occupant models for building performance simulation: a state-of-the-art. Journal of Building Performance Simulation 15:5, pages 634-655.
Read now
Tae Wan Kim & Seung Hyun Cha. (2019) Empirical validation of the spatial-choice modelling approach to user simulation. Architectural Science Review 62:4, pages 313-322.
Read now
Y. Yamaguchi, S. Yilmaz, N. Prakash, S. K. Firth & Y. Shimoda. (2019) A cross analysis of existing methods for modelling household appliance use. Journal of Building Performance Simulation 12:2, pages 160-179.
Read now
Yan Wang & Li Shao. (2018) Understanding occupancy and user behaviour through Wi-Fi-based indoor positioning. Building Research & Information 46:7, pages 725-737.
Read now
Yohei Yamaguchi & Yoshiyuki Shimoda. (2017) A stochastic model to predict occupants’ activities at home for community-/urban-scale energy demand modelling. Journal of Building Performance Simulation 10:5-6, pages 565-581.
Read now
Selin Yilmaz, Steven K. Firth & David Allinson. (2017) Occupant behaviour modelling in domestic buildings: the case of household electrical appliances. Journal of Building Performance Simulation 10:5-6, pages 582-600.
Read now
Raimo Simson, Jarek Kurnitski & Mikk Maivel. (2017) Summer thermal comfort: compliance assessment and overheating prevention in new apartment buildings in Estonia. Journal of Building Performance Simulation 10:4, pages 378-391.
Read now
Sunliang Cao & Kai Sirén. (2016) The influence of simulation time-resolution on the matching between on-site micro-wind generation and building electric demand. Journal of Building Performance Simulation 9:5, pages 449-468.
Read now
Ruben Baetens & Dirk Saelens. (2016) Modelling uncertainty in district energy simulations by stochastic residential occupant behaviour. Journal of Building Performance Simulation 9:4, pages 431-447.
Read now
Ralph Evins, Kristina Orehounig & Viktor Dorer. (2016) Variability between domestic buildings: the impact on energy use. Journal of Building Performance Simulation 9:2, pages 162-175.
Read now
Jun Tanimoto, Aya Hagishima, Takeshi Iwai & Naoki Ikegaya. (2013) Total utility demand prediction for multi-dwelling sites by a bottom-up approach considering variations of inhabitants’ behaviour schedules. Journal of Building Performance Simulation 6:1, pages 53-64.
Read now

Articles from other publishers (53)

Isaac Bromley-Dulfano, Xiangqi Zhu & Barry Mather. (2022) Behavioral and Population Data-Driven Distribution System Load Modeling. Behavioral and Population Data-Driven Distribution System Load Modeling.
Laura À. Pérez-Sánchez, Raúl Velasco-Fernández & Mario Giampietro. (2022) Factors and actions for the sustainability of the residential sector. The nexus of energy, materials, space, and time use. Renewable and Sustainable Energy Reviews 161, pages 112388.
Crossref
Sanam Dabirian, Karthik Panchabikesan & Ursula Eicker. (2022) Occupant-centric urban building energy modeling: Approaches, inputs, and data sources - A review. Energy and Buildings 257, pages 111809.
Crossref
Jacek Pawlak, Ahmadreza Faghih Imani & Aruna Sivakumar. (2021) How do household activities drive electricity demand? Applying activity-based modelling in the context of the United Kingdom. Energy Research & Social Science 82, pages 102318.
Crossref
Jamie M. Bright, Âzeddine Frimane, Joakim Munkhammar & Joakim Widén. 2021. Synthetic Solar Irradiance. Synthetic Solar Irradiance 6-1 6-28 .
J. C. Hernandez, F. Sanchez-Sutil, A. Cano-Ortega & C. R. Baier. (2020) Influence of Data Sampling Frequency on Household Consumption Load Profile Features: A Case Study in Spain. Sensors 20:21, pages 6034.
Crossref
Agnes Ramokone, Olawale Popoola & Ayokunle Awelewa. (2020) Application of occupancy-interlinked inhabitant behavior variables for improved energy and load profiles modeling. Application of occupancy-interlinked inhabitant behavior variables for improved energy and load profiles modeling.
Marika Vellei, Jérôme Le Dréau & Seddik Yassine Abdelouadoud. (2020) Predicting the demand flexibility of wet appliances at national level: The case of France. Energy and Buildings 214, pages 109900.
Crossref
Kyriaki Foteinaki, Rongling Li, Thibault Péan, Carsten Rode & Jaume Salom. (2020) Evaluation of energy flexibility of low-energy residential buildings connected to district heating. Energy and Buildings 213, pages 109804.
Crossref
Alireza Vahabzadeh, Alibakhsh Kasaeian, Hasan Monsef & Alireza Aslani. (2020) A Fuzzy-SOM Method for Fraud Detection in Power Distribution Networks with High Penetration of Roof-Top Grid-Connected PV. Energies 13:5, pages 1287.
Crossref
Yohei Yamaguchi, Nikhil Prakash & Yoshiyuki Simoda. 2020. Design and Analysis of Distributed Energy Management Systems. Design and Analysis of Distributed Energy Management Systems 3 25 .
Jun Li, Zhun (Jerry) Yu, Fariborz Haghighat & Guoqiang Zhang. (2019) Development and improvement of occupant behavior models towards realistic building performance simulation: A review. Sustainable Cities and Society 50, pages 101685.
Crossref
Xiufeng Liu, Yanyan Yang, Rongling Li & Per Sieverts Nielsen. (2019) A Stochastic Model for Residential User Activity Simulation. Energies 12:17, pages 3326.
Crossref
Kiti Suomalainen, David Eyers, Rebecca Ford, Janet Stephenson, Ben Anderson & Michael Jack. (2019) Detailed comparison of energy-related time-use diaries and monitored residential electricity demand. Energy and Buildings 183, pages 418-427.
Crossref
Kyriaki Foteinaki, Rongling Li, Alfred Heller & Carsten Rode. (2018) Heating system energy flexibility of low-energy residential buildings. Energy and Buildings 180, pages 95-108.
Crossref
Bing Dong, Da Yan, Zhaoxuan Li, Yuan Jin, Xiaohang Feng & Hannah Fontenot. (2018) Modeling occupancy and behavior for better building design and operation—A critical review. Building Simulation 11:5, pages 899-921.
Crossref
Gabriel Happle, Jimeno A. Fonseca & Arno Schlueter. (2018) A review on occupant behavior in urban building energy models. Energy and Buildings 174, pages 276-292.
Crossref
Mohammad Sepehr, Reza Eghtedaei, Ali Toolabimoghadam, Younes Noorollahi & Mohammad Mohammadi. (2018) Modeling the electrical energy consumption profile for residential buildings in Iran. Sustainable Cities and Society 41, pages 481-489.
Crossref
Marian Hayn, Anne Zander, Wolf Fichtner, Stefan Nickel & Valentin Bertsch. (2018) The impact of electricity tariffs on residential demand side flexibility: results of bottom-up load profile modeling. Energy Systems 9:3, pages 759-792.
Crossref
Georgios Mavromatidis, Kristina Orehounig & Jan Carmeliet. (2018) A review of uncertainty characterisation approaches for the optimal design of distributed energy systems. Renewable and Sustainable Energy Reviews 88, pages 258-277.
Crossref
Tae Wan Kim, Seunghyun Cha & Youngchul Kim. (2016) Space choice, rejection and satisfaction in university campus. Indoor and Built Environment 27:2, pages 233-243.
Crossref
Zhaoxuan Li & Bing Dong. (2018) Short term predictions of occupancy in commercial buildings—Performance analysis for stochastic models and machine learning approaches. Energy and Buildings 158, pages 268-281.
Crossref
Fatima Abdallah, Shadi Basurra & Mohamed Medhat Gaber. 2018. Artificial Intelligence and Soft Computing. Artificial Intelligence and Soft Computing 489 503 .
Fatima Abdallah, Shadi Basurra & Mohamed Medhat Gaber. (2017) A Hybrid Agent-Based and Probabilistic Model for Fine-Grained Behavioural Energy Waste Simulation. A Hybrid Agent-Based and Probabilistic Model for Fine-Grained Behavioural Energy Waste Simulation.
José Luis Ramírez-Mendiola, Philipp Grünewald & Nick Eyre. (2017) The diversity of residential electricity demand – A comparative analysis of metered and simulated data. Energy and Buildings 151, pages 121-131.
Crossref
Zhaoxuan Li & Bing Dong. (2017) A new modeling approach for short-term prediction of occupancy in residential buildings. Building and Environment 121, pages 277-290.
Crossref
Lina La Fleur, Bahram Moshfegh & Patrik Rohdin. (2017) Measured and predicted energy use and indoor climate before and after a major renovation of an apartment building in Sweden. Energy and Buildings 146, pages 98-110.
Crossref
Jacopo Torriti. (2017) The Risk of Residential Peak Electricity Demand: A Comparison of Five European Countries. Energies 10:3, pages 385.
Crossref
Geoffrey Johnson & Ian Beausoleil-Morrison. (2017) Electrical-end-use data from 23 houses sampled each minute for simulating micro-generation systems. Applied Thermal Engineering 114, pages 1449-1456.
Crossref
Ben Anderson. (2016) Laundry, energy and time: Insights from 20 years of time-use diary data in the United Kingdom. Energy Research & Social Science 22, pages 125-136.
Crossref
Seyed Mehdi Hakimi. (2016) Multivariate stochastic modeling of washing machine loads profile in Iran. Sustainable Cities and Society 26, pages 170-185.
Crossref
Zhihua Zhou, Lei Feng, Shuzhen Zhang, Chendong Wang, Guanyi Chen, Tao Du, Yasong Li & Jian Zuo. (2016) The operational performance of “net zero energy building”: A study in China. Applied Energy 177, pages 716-728.
Crossref
Gonzalo Bustos-Turu, Koen H. van Dam, Salvador Acha, Christos N. Markides & Nilay Shah. (2016) Simulating residential electricity and heat demand in urban areas using an agent-based modelling approach. Simulating residential electricity and heat demand in urban areas using an agent-based modelling approach.
Eoghan McKenna & Murray Thomson. (2016) High-resolution stochastic integrated thermal–electrical domestic demand model. Applied Energy 165, pages 445-461.
Crossref
C. Sandels, D. Brodén, J. Widén, L. Nordström & E. Andersson. (2016) Modeling office building consumer load with a combined physical and behavioral approach: Simulation and validation. Applied Energy 162, pages 472-485.
Crossref
Tingzhen Ming, Dong Chen, Sara Nahang Toudeshki, Suraj Talele, Gus Thomas Checketts, Naimee Hasib, Cakra Wicaksono, Guangyuan Xiong, Yue Qiu, Chong Peng, Junghyon Mun, Rambod Rayegan & Yong Tao. (2015) A Zero Energy Lab as a validation testbed: Concept, features, and performance. International Journal of Hydrogen Energy 40:37, pages 12854-12867.
Crossref
Usman Ijaz Dar, Laurent Georges, Igor Sartori & Vojislav Novakovic. (2015) Influence of occupant’s behavior on heating needs and energy system performance: A case of well-insulated detached houses in cold climates. Building Simulation 8:5, pages 499-513.
Crossref
Kajsa Ellegård & Jenny Palm. (2015) Who Is Behaving? Consequences for Energy Policy of Concept Confusion. Energies 8:8, pages 7618-7637.
Crossref
Ilze Laicane, Dagnija Blumberga, Andra Blumberga & Marika Rosa. (2015) Evaluation of Household Electricity Savings. Analysis of Household Electricity Demand Profile and User Activities. Energy Procedia 72, pages 285-292.
Crossref
Mohammad Royapoor & Tony Roskilly. (2015) Building model calibration using energy and environmental data. Energy and Buildings 94, pages 109-120.
Crossref
Joakim Munkhammar, Joakim Widén & Jesper Rydén. (2015) On a probability distribution model combining household power consumption, electric vehicle home-charging and photovoltaic power production. Applied Energy 142, pages 135-143.
Crossref
José Candanedo, Jaume Salom, Joakim Widén & Andreas Athienitis. 2015. Modeling, Design, and Optimization of Net-Zero Energy Buildings. Modeling, Design, and Optimization of Net-Zero Energy Buildings 207 240 .
Lavinia Chiara Tagliabue, Massimiliano Manfren & Enrico De Angelis. 2015. Modelling Behaviour. Modelling Behaviour 469 478 .
Joakim Munkhammar, Joakim Widen, Pia Grahn & Jesper Ryden. (2014) A Bernoulli distribution model for plug-in electric vehicle charging based on time-use data for driving patterns. A Bernoulli distribution model for plug-in electric vehicle charging based on time-use data for driving patterns.
Joakim Munkhammar, Jesper Rydén & Joakim Widén. (2014) Characterizing probability density distributions for household electricity load profiles from high-resolution electricity use data. Applied Energy 135, pages 382-390.
Crossref
A. Chrysopoulos, C. Diou, A.L. Symeonidis & P.A. Mitkas. (2014) Bottom-up modeling of small-scale energy consumers for effective Demand Response Applications. Engineering Applications of Artificial Intelligence 35, pages 299-315.
Crossref
C. Sandels, J. Widén & L. Nordström. (2014) Forecasting household consumer electricity load profiles with a combined physical and behavioral approach. Applied Energy 131, pages 267-278.
Crossref
Astrid Roetzel, Aris Tsangrassoulis & Udo Dietrich. (2014) Impact of building design and occupancy on office comfort and energy performance in different climates. Building and Environment 71, pages 165-175.
Crossref
Antonios Chrysopoulos, Christos Diou, Andreas L. Symeonidis & Pericles A. Mitkas. (2013) Agent-Based Small-Scale Energy Consumer Models for Energy Portfolio Management. Agent-Based Small-Scale Energy Consumer Models for Energy Portfolio Management.
Joakim Munkhammar, Pia Grahn & Joakim Widén. (2013) Quantifying self-consumption of on-site photovoltaic power generation in households with electric vehicle home charging. Solar Energy 97, pages 208-216.
Crossref
Pia Grahn, Joakim Munkhammar, Joakim Widen, Karin Alvehag & Lennart Soder. (2013) PHEV Home-Charging Model Based on Residential Activity Patterns. IEEE Transactions on Power Systems 28:3, pages 2507-2515.
Crossref
Matteo Muratori, Matthew C. Roberts, Ramteen Sioshansi, Vincenzo Marano & Giorgio Rizzoni. (2013) A highly resolved modeling technique to simulate residential power demand. Applied Energy 107, pages 465-473.
Crossref
Andreas Molin, Patrik Rohdin & Bahram Moshfegh. (2011) Investigation of energy performance of newly built low-energy buildings in Sweden. Energy and Buildings 43:10, pages 2822-2831.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.