Collaborative building control: a conceptual mixed-initiative framework

References

• Ahmadi-Karvigh, Simin, Burcin Becerik-Gerber, and Lucio Soibelman. 2019. “Intelligent Adaptive Automation: A Framework for an Activity-Driven and User-Centered Building Automation.” Energy and Buildings, 184–199. doi:10.1016/j.enbuild.2019.02.007.
   Web of Science ®Google Scholar
• Ahmadi-Karvigh, Simin, Ali Ghahramani, Burcin Becerik-Gerber, and Lucio Soibelman. 2017. “One Size Does Not Fit All: Understanding User Preferences for Building Automation Systems.” Energy and Buildings 145: 163–173. doi:10.1016/j.enbuild.2017.04.015.
   Web of Science ®Google Scholar
• Akkaya, Kemal, Ismail Guvenc, Ramazan Aygun, Nezih Pala, and Abdullah Kadri. 2015. “IoT-Based Occupancy Monitoring Techniques for Energy-Efficient Smart Buildings.” In IEEE Wireless Communications and Networking Conference (WCNC), 58–63. doi:10.1109/WCNCW.2015.7122529.
   Google Scholar
• Allen, James F. 1999. “Mixed-Initiative Interaction.” IEEE Intelligent Systems 1999: 14–16.
   Google Scholar
• Aparicio-Ruiz, Pablo, Elena Barbadilla-Martín, José Manuel Salmerón-Lissén, and José Guadix-Martín. 2018. “Building Automation System with Adaptive Comfort in Mixed Mode Buildings.” Sustainable Cities and Society 43 (April): 77–85. doi:10.1016/j.scs.2018.07.028.
   Google Scholar
• Aryal, Ashrant, Burcin Becerik-Gerber, Gale M Lucas, and Shawn C Roll. 2020. “Intelligent Agents to Improve Thermal Satisfaction by Controlling Personal Comfort Systems Under Different Levels of Automation.” IEEE Internet of Things Journal. doi:10.1109/JIOT.2020.3038378.
   Web of Science ®Google Scholar
• Augusto, Juan C., Vic Callaghan, Diane Cook, Achilles Kameas, and Ichiro Satoh. 2013. “Intelligent Environments: A Manifesto.” Human-Centric Computing and Information Sciences 3 (12): 1–18. doi:10.1186/2192-1962-3-12.
   Google Scholar
• Ball, Matthew, and Vic Callaghan. 2011. “Introducing Intelligent Environments, Agents and Autonomy to Users.” In 7th International Conference on Intelligent Environments, 382–85. IEEE. doi:10.1109/IE.2011.67.
   Google Scholar
• Ball, Matthew, and Vic Callaghan. 2012a. “Explorations of Autonomy: An Investigation of Adjustable Autonomy in Intelligent Environments.” In 8th International Conference on Intelligent Environments, 114–21. IEEE. doi:10.1109/IE.2012.62.
   Google Scholar
• Ball, Matthew, and Vic Callaghan. 2012b. “Managing Control, Convenience and Autonomy A Study of Agent Autonomy in Intelligent Environments.” Agents and Ambient Intelligence 12: 159–196.
   Google Scholar
• Barnes, Michael J., Jessie Y.C. Chen, and Florian Jentsch. 2015. “Designing for Mixed-Initiative Interactions between Human and Autonomous Systems in Complex Environments.” In IEEE International Conference on Systems, Man, and Cybernetics, 1386–90. IEEE. doi:10.1109/SMC.2015.246.
   Google Scholar
• Bradshaw, Jeffrey M., Paul J. Feltovich, Hyuckchul Jung, Shriniwas Kulkarni, William Taysom, and Andrzej Uszok. 2003. “Dimensions of Adjustable Autonomy and Mixed-Initiative Interaction.” In Agents and Computational Autonomy, edited by M. Nickles, M. Rovatsos, and G. Weiss, 17–39. Berlin, Heidelberg: Springer.
   Google Scholar
• Brager, G. S., G. Paliaga, and R. De Dear. 2004. “Operable Windows, Personal Control, and Occupant Comfort.” ASHRAE Transactions 110: 17–35.
   Google Scholar
• Brush, A.J. Bernheim, Bongshin Lee, Ratul Mahajan, Sharad Agarwal, Stefan Saroiu, and Colin Dixon. 2011. “Home Automation in the Wild: Challenges and Opportunities.” In CHI 2011, 2115–24. Vancouver, Canada. doi:10.1145/1978942.1979249.
   Google Scholar
• Callaghan, Victor. 2013. “Intelligent Environments.” In Intelligent Buildings: Design, Management and Operation, edited by Derek J. Clements-Croome, 71–87. ICE Publishing. doi:10.1201/b13718-71.
   Google Scholar
• Chen, Jessie Y.C., and Michael J. Barnes. 2014. “Human - Agent Teaming for Multirobot Control: A Review of Human Factors Issues.” IEEE Transactions on Human-Machine Systems 44 (1): 13–29. doi:10.1109/THMS.2013.2293535.
   Web of Science ®Google Scholar
• Clements-Croome, Derek J. 1997. “What Do We Mean by Intelligent Buildings?” Automation in Construction 6 (5–6): 395–400. doi:10.1016/S0926-5805(97)00018-6.
   Google Scholar
• Clements-Croome, Derek J. 2013. Intelligent Buildings: Design, Management and Operation. 2nd ed. London: ICE Publishing.
   Google Scholar
• Cohen, R., P. Ruyssevelt, M. Standeven, B. Bordass, and A. Leaman. 1999. “Building Intelligence in Use: Lessons from the Probe Project.” Usable Buildings, UK.
   Google Scholar
• Cole, Raymond J., Audrey Bild, and Esteban Matheus. 2012. “Automated and Human Intelligence: Direct and Indirect Consequences.” Intelligent Buildings International 4 (1): 4–14. doi:10.1080/17508975.2011.630063.
   Google Scholar
• Day, Julia K., and Lisa Heschong. 2016. “Understanding Behavior Potential: The Role of Building Interfaces.” In ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA.
   Google Scholar
• Day, Julia K., Claire McIlvennie, Connor Brackley, Mariantonietta Tarantini, Cristina Piselli, Jakob Hahn, William O’Brien, et al. 2020. “A Review of Select Human-Building Interfaces and Their Relationship to Human Behavior, Energy Use and Occupant Comfort.” Building and Environment 178. doi:10.1016/j.buildenv.2020.106920.
   Web of Science ®Google Scholar
• Dounis, A. I., and C. Caraiscos. 2009. “Advanced Control Systems Engineering for Energy and Comfort Management in a Building Environment-A Review.” Renewable and Sustainable Energy Reviews 13: 1246–1261. doi:10.1016/j.rser.2008.09.015.
   Web of Science ®Google Scholar
• Gunay, H. Burak, William O’Brien, Ian Beausoleil-Morrison, and Brent Huchuk. 2014. “On Adaptive Occupant-Learning Window Blind and Lighting Controls.” Building Research and Information 42 (6): 739–756. doi:10.1080/09613218.2014.895248.
   Web of Science ®Google Scholar
• Haldi, Frédéric, and Darren Robinson. 2008. “On the Behaviour and Adaptation of Office Occupants.” Building and Environment 43 (12): 2163–2177. doi:10.1016/j.buildenv.2008.01.003.
   Web of Science ®Google Scholar
• Hellwig, Runa Tabea. 2015. “Perceived Control in Indoor Environments: A Conceptual Approach.” Building Research and Information 43 (3): 302–315. doi:10.1080/09613218.2015.1004150.
   Web of Science ®Google Scholar
• Hong, Tianzhen, Da Yan, Simona D’Oca, and Chien Fei Chen. 2017. “Ten Questions Concerning Occupant Behavior in Buildings: The Big Picture.” Building and Environment 114: 518–530. doi:10.1016/j.buildenv.2016.12.006.
   Web of Science ®Google Scholar
• Horvitz, Eric. 2007. “Reflections on Challenges and Promises of Mixed-Initiative Interaction.” AI Magazine 28 (2): 19–22.
   Web of Science ®Google Scholar
• Hurtado, L. A., P. H. Nguyen, and W. L. Kling. 2014. “Agent-Based Control for Building Energy Management in the Smart Grid Framework.” In IEEE PES Innovative Smart Grid Technologies Europe, 1–6. IEEE. doi:10.1109/ISGTEurope.2014.7028937.
   Google Scholar
• Hussein, Aya, and Hussein Abbass. 2018. “Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges.” In 2nd Annual Systems Modelling Conference (SMC), 1–8. Canberra: IEEE. doi:10.1109/SYSMC.2018.8509744.
   Google Scholar
• Jeon, Yunwan, Chanho Cho, Jongwoo Seo, Kyunglag Kwon, Hansaem Park, Seungkeun Oh, and In Jeong Chung. 2018. “IoT-Based Occupancy Detection System in Indoor Residential Environments.” Building and Environment 132: 181–204. doi:10.1016/j.buildenv.2018.01.043.
   Web of Science ®Google Scholar
• Jia, Mengda, Ali Komeily, Yueren Wang, and Ravi S. Srinivasan. 2019. “Adopting Internet of Things for the Development of Smart Buildings: A Review of Enabling Technologies and Applications.” Automation in Construction 101: 111–126. doi:10.1016/j.autcon.2019.01.023.
   Web of Science ®Google Scholar
• Jung, Wooyoung, and Farrokh Jazizadeh. 2019. “Comparative Assessment of HVAC Control Strategies Using Personal Thermal Comfort and Sensitivity Models.” Building and Environment 158 (January): 104–119. doi:10.1016/j.buildenv.2019.04.043.
   Google Scholar
• Kaber, David B., and Mica R. Endsley. 2004. The Effects of Level of Automation and Adaptive Automation on Human Performance, Situation Awareness and Workload in a Dynamic Control Task. Theoretical Issues in Ergonomics Science. Vol. 5. doi:10.1080/1463922021000054335.
   Google Scholar
• Karjalainen, Sami. 2009. “Thermal Comfort and Use of Thermostats in Finnish Homes and Offices.” Building and Environment 44 (6): 1237–1245. doi:10.1016/j.buildenv.2008.09.002.
   Web of Science ®Google Scholar
• Karjalainen, Sami. 2013. “Should It Be Automatic or Manual - The Occupant’s Perspective on the Design of Domestic Control Systems.” Energy and Buildings 65: 119–126. doi:10.1016/j.enbuild.2013.05.043.
   Web of Science ®Google Scholar
• Karjalainen, Sami, and Olavi Koistinen. 2007. “User Problems with Individual Temperature Control in Offices.” Building and Environment 42 (8): 2880–2887. doi:10.1016/j.buildenv.2006.10.031.
   Web of Science ®Google Scholar
• Kathirgamanathan, Anjukan, Mattia De Rosa, Eleni Mangina, and Donal P. Finn. 2021. “Data-Driven Predictive Control for Unlocking Building Energy Flexibility: A Review.” Renewable and Sustainable Energy Reviews 135. doi:10.1016/j.rser.2020.110120.
   Web of Science ®Google Scholar
• Kim, Joyce, Stefano Schiavon, and Gail Brager. 2018. “Personal Comfort Models - New Paradigm in Thermal Comfort for Occupant-Centric Environmental Control.” Building and Environment 132: 419–430.
   Web of Science ®Google Scholar
• Lazarova-Molnar, Sanja, and Nader Mohamed. 2017. “On the Complexity of Smart Buildings Occupant Behavior: Risks and Opportunities.” Proceedings of the 8th Balkan Conference in Informatics. doi:10.1145/3136273.3136274.
   Google Scholar
• Lee, Jaewook. 2010. “Conflict Resolution in Multi-Agent Based Intelligent Environments.” Building and Environment 45 (3): 574–585. doi:10.1016/j.buildenv.2009.07.013.
   Web of Science ®Google Scholar
• Lee, E. S., L. L. Fernandes, B. Coffey, A. McNeil, R. Clear, T. Webster, F. Bauman, D. Dickeroff, D. Heinzerling, and T. Hoyt. 2013. “A Post-Occupancy Monitored Evaluation of the Dimmable Lighting, Automated Shading, and Underfloor Air Distribution System in The New York Times Building.” Berkeley.
   Google Scholar
• Lilis, Georgios, Gilbert Conus, Nastaran Asadi, and Maher Kayal. 2017. “Towards the Next Generation of Intelligent Building: An Assessment Study of Current Automation and Future IoT Based Systems with a Proposal for Transitional Design.” Sustainable Cities and Society 28: 473–481. doi:10.1016/j.scs.2016.08.019.
   Web of Science ®Google Scholar
• Lolli, Nicola, Alessandro Nocente, and Steinar Grynning. 2020. “Perceived Control in an Office Test Cell, a Case Study.” Buildings 10 (82), doi:10.3390/BUILDINGS10050082.
   Google Scholar
• Luo, Maohui, Bin Cao, Wenjie Ji, Qin Ouyang, Borong Lin, and Yingxin Zhu. 2016. “The Underlying Linkage Between Personal Control and Thermal Comfort: Psychological or Physical Effects?” Energy and Buildings 111: 56–63. doi:10.1016/j.enbuild.2015.11.004.
   Web of Science ®Google Scholar
• Marson, M., and J. McAllister. 2021. “The Human Connection to an Intelligent Building.” Intelligent Buildings International, 1–14. doi:10.1080/17508975.2021.1872480.
   Web of Science ®Google Scholar
• Mayra, Frans, Anne Soronen, Ilpo Koskinen, Kristo Kuusela, Jussi Mikkonen, Jukka Vanhala, and Mari Zakrzewski. 2006. “Probing a Proactive Home: Challenges in Researching and Designing Everyday Smart Environments.” Human Technology: An Interdisciplinary Journal on Humans in ICT Environments 2 (2): 158–186. doi:10.17011/ht/urn.2006517.
   Google Scholar
• Meerbeek, Bernt, Marije te Kulve, Tommaso Gritti, Mariëlle Aarts, Evert van Loenen, and Emile Aarts. 2014. “Building Automation and Perceived Control: A Field Study on Motorized Exterior Blinds in Dutch Offices.” Building and Environment 79: 66–77. doi:10.1016/j.buildenv.2014.04.023.
   Web of Science ®Google Scholar
• Miller, Christopher A., and Raja Parasuraman. 2007. “Designing for Flexible Interaction Between Humans and Automation: Delegation Interfaces for Supervisory Control.” Human Factors 49 (1): 57–75. doi:10.1518/001872007779598037.
   PubMed Web of Science ®Google Scholar
• Mirakhorli, Amin, and Bing Dong. 2016. “Occupancy Behavior Based Model Predictive Control for Building Indoor Climate—A Critical Review.” Energy and Buildings 129: 499–513. doi:10.1016/j.enbuild.2016.07.036.
   Web of Science ®Google Scholar
• Moser, Kaylee, Jesse Harder, and Simon G.M. Koo. 2014. “Internet of Things in Home Automation and Energy Efficient Smart Home Technologies.” Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, 1260–65. doi:10.1109/SMC.2014.6974087.
   Google Scholar
• Mukhopadhyay, Subhas Chandra, ed. 2014. Internet of Things: Challenges and Opportunities. Springer. doi:10.1007/978-1-4419-8237-7.
   Google Scholar
• Naylor, Sophie, Mark Gillott, and Tom Lau. 2018. “A Review of Occupant-Centric Building Control Strategies to Reduce Building Energy Use.” Renewable and Sustainable Energy Reviews 96 (June): 1–10. doi:10.1016/j.rser.2018.07.019.
   Google Scholar
• O’Brien, William, Andreas Wagner, Marcel Schweiker, Ardeshir Mahdavi, Julia Day, Mikkel Baun Kjærgaard, Salvatore Carlucci, et al. 2020. “Introducing IEA EBC Annex 79: Key Challenges and Opportunities in the Field of Occupant-Centric Building Design and Operation.” Building and Environment 178. doi:10.1016/j.buildenv.2020.106738.
   Web of Science ®Google Scholar
• Park, June Young, and Zoltan Nagy. 2018. “Comprehensive Analysis of the Relationship Between Thermal Comfort and Building Control Research - A Data-Driven Literature Review.” Renewable and Sustainable Energy Reviews 82 (September 2017): 2664–2679. doi:10.1016/j.rser.2017.09.102.
   Google Scholar
• Pritchett, Amy, and Michael Feary. 2011. “Designing Human–Automation Interaction.” In The Handbook of Human-Machine Interaction, edited by Guy A. Boy, 267–281. Farnham: Ashgate.
   Google Scholar
• Qiao, Bing, Kecheng Liu, and Chris Guy. 2007. “Multi-Agent Building Control in Shared Environment.” In ICEIS 2007 - 9th International Conference on Enterprise Information Systems, AIDSS:159–64. doi:10.5220/0002359301590164.
   Google Scholar
• Riley, Victor. 1989. “A General Model of Mixed-Initiative Human-Machine Systems.” In Proceedings of the Human Factors Society 33rd Annual Meeting, 124–28.
   Google Scholar
• Röcker, Carsten, Maddy D. Janse, Nathalie Portolan, and Norbert Streitz. 2005. “User Requirements for Intelligent Home Environments: A Scenario-Driven Approach and Empirical Cross-Cultural Study.” In Proceedings of the 2005 Joint Conference on Smart Objects and Ambient Intelligence: Innovative Context-Aware Services: Usages and Technologies, 111–16. doi:10.1145/1107548.1107581.
   Google Scholar
• Tabadkani, Amir, Astrid Roetzel, Hong Xian Li, and Aris Tsangrassoulis. 2020. “A Review of Automatic Control Strategies Based on Simulations for Adaptive Facades.” Building and Environment. doi:10.1016/j.buildenv.2020.106801.
   Web of Science ®Google Scholar
• Tamas, Ruth, Mohamed M. Ouf, and William O’Brien. 2019. “A Field Study on the Effect of Building Automation on Perceived Comfort and Control in Institutional Buildings.” Architectural Science Review 8628. doi:10.1080/00038628.2019.1695573.
   Google Scholar
• Topak, Fatih, and Mehmet Koray Pekeriçli. 2021. “Transformation of the Interface: Future of Human-Building Interactions.” GRID - Journal of Architecture Planning and Design 4 (1): 38–52. doi:10.37246/grid.820370.
   Google Scholar
• Treado, Stephen, and Payam Delgoshaei. 2010. “Agent-Based Approaches for Adaptive Building HVAC System Control.” In International High Performance Buildings Conference. http://docs.lib.purdue.edu/ihpbc/26.
   Google Scholar
• Vagia, Marialena, Aksel A. Transeth, and Sigurd A. Fjerdingen. 2016. “A Literature Review on the Levels of Automation During the Years. What Are the Different Taxonomies That Have Been Proposed?” Applied Ergonomics 53: 190–202. doi:10.1016/j.apergo.2015.09.013.
   PubMed Web of Science ®Google Scholar
• Vasseur, Jean-Philippe, and Adam Dunkels. 2010. “Building Automation.” In Interconnecting Smart Objects with IP, 361–372. Burlington: Morgan Kaufmann Publications. doi:10.1016/b978-0-12-375165-2.00024-7.
   Google Scholar
• Venkatesh, Viswanath, Michael G Morris, Gordon B Davis, and Fred D Davis. 2003. “User Acceptance of Information Technology: Toward a Unified View.” MIS Quarterly 27 (3): 425–478. doi:10.2307/30036540.
   Web of Science ®Google Scholar
• Wang, Shengwei. 2010. Intelligent Buildings and Buildings Automation. Spon Press. doi:10.1017/CBO9781107415324.004.
   Google Scholar
• Wigginton, Micheal, and Jude Harris. 2002. Inteligent Skins. Oxford: Architectural Press.
   Google Scholar
• Yang, Rui, and Lingfeng Wang. 2013. “Development of Multi-Agent System for Building Energy and Comfort Management Based on Occupant Behaviors.” Energy and Buildings 56: 1–7. doi:10.1016/j.enbuild.2012.10.025.
   Web of Science ®Google Scholar
• Yun, Geun Young. 2018. “Influences of Perceived Control on Thermal Comfort and Energy Use in Buildings.” Energy and Buildings 158: 822–830. doi:10.1016/j.enbuild.2017.10.044.
   Web of Science ®Google Scholar
• Zou, Han, Yuxun Zhou, Jianfei Yang, and Costas J. Spanos. 2018. “Towards Occupant Activity Driven Smart Buildings via WiFi-Enabled IoT Devices and Deep Learning.” Energy and Buildings 177: 12–22. doi:10.1016/j.enbuild.2018.08.010.
   Web of Science ®Google Scholar