Timetabling optimization of classrooms and self-study rooms in university teaching buildings based on the building controls virtual test bed platform considering energy efficiency

Anderson K, Song K, Lee S, et al. (2015). Energy consumption in households while unoccupied: Evidence from dormitories. Energy and Buildings, 87: 335–341.

Anderson K, Song K, Lee S, et al. (2017). Longitudinal analysis of normative energy use feedback on dormitory occupants. Applied Energy, 189: 623–639.

Badran AA, Jaradat AW, Bahbouh MN (2013). Comparative study of continuous versus intermittent heating for local residential building: Case studies in Jordan. Energy Conversion and Management, 65: 709–714.

Carbonari A, Messi L, Naticchia B, et al. (2020). Development of a BIM-based holonic system for real-time monitoring of building operational efficiency. Frontiers of Engineering Management, 7: 89–103.

Chen W, Qu L (2013). Construction of energy consumption model and investigation of energy efficiency policy for China universities. Energy Conservation, 32(2): 4–7. (in Chinese)

Ding R, Yao Y, Sun Y (2017). Design of power saving scheme for college self-study room based on multi-objective optimization. Journal of Harbin Vocational and Technical College, 2017(04): 94–96. (in Chinese)

Du J, Yu C, Pan W (2020). Multiple influencing factors analysis of household energy consumption in high-rise residential buildings: Evidence from Hong Kong. Building Simulation, 13: 753–769.

Fathi A, Salehi M, Mohammadi M, et al. (2021). Cooling/heating load management in educational buildings through course scheduling. Journal of Building Engineering, 41: 102405.

Gustafsson M, Dermentzis G, Myhren JA, et al. (2014). Energy performance comparison of three innovative HVAC systems for renovation through dynamic simulation. Energy and Buildings, 82: 512–519.

Iyer M, Kempton W, Payne C (2006). Comparison groups on bills: Automated, personalized energy information. Energy and Buildings, 38: 988–996.

Jafarinejad T, Erfani A, Fathi A, et al. (2019). Bi-level energy-efficient occupancy profile optimization integrated with demand-driven control strategy: University building energy saving. Sustainable Cities and Society, 48: 101539.

Jia Y, Cui X, Wang Z (2019). Design and research of intermittent heating strategy of typical single buildings in Shenyang based on EnergyPlus. Building Energy Efficiency, 47(8): 22–25. (in Chinese)

Jiao Z, Jiang H (2020). Energy saving optimization analysis of a college heating system based on EnergyPlus. Building Energy and Environment, 39(11): 60–63. (in Chinese)

Korkas CD, Baldi S, Michailidis I, et al. (2015). Intelligent energy and thermal comfort management in grid-connected microgrids with heterogeneous occupancy schedule. Applied Energy, 149: 194–203.

Korkas CD, Baldi S, Michailidis I, et al. (2016). Occupancy-based demand response and thermal comfort optimization in microgrids with renewable energy sources and energy storage. Applied Energy, 163: 93–104.

Lechowska A, Guzik A (2014). Model of unsteady heat exchange for intermittent heating taking into account hot water radiator capacity. Energy and Buildings, 76: 176–184.

Lu Y (2008). Design Manual of Practical Heating and Air Conditioning, 2nd edn. Beijing: China Architecture & Building Press. (in Chinese)

Li X, Chen S, Li H, et al. (2020a). Application of data mining to air conditioning use and energy consumption analysis of teaching buildings in colleges and universities. Journal of Zhejiang University (Engineering Science), 54(09): 1677–1689. (in Chinese)

Li X, Chen S, Li H, et al. (2020b). Multi-dimensional analysis of air-conditioning energy use for energy-saving management in university teaching buildings. Building and Environment, 185: 107246.

Luo X, Shi W, Jiang Y, et al. (2022). Distributed peer-to-peer energy trading based on game theory in a community microgrid considering ownership complexity of distributed energy resources. Journal of Cleaner Production, 351: 131573.

Oldewurtel F, Sturzenegger D, Morari M (2013). Importance of occupancy information for building climate control. Applied Energy, 101: 521–532.

Ouf MM, Issa MH (2017). Energy consumption analysis of school buildings in Manitoba, Canada. International Journal of Sustainable Built Environment, 6: 359–371.

Petrescu TC, Voordijk JT, Mihai P (2021). Developing a TRL-oriented roadmap for the adoption of biocomposite materials in the construction industry. Frontiers of Engineering Management, https://doi.org/10.1007/s42524-021-0154-4

Qian M, Yan D, An J, et al. (2020). Evaluation of thermal imbalance of ground source heat pump systems in residential buildings in China. Building Simulation, 13: 585–598.

Ran C, Jia Z (2010). Analysis of energy saving potential of intermittent heating in a university in Changchun. Journal of Jilin Jianzhu University, 27(5): 41–44. (in Chinese)

Romani Z, Draoui A, Allard F (2015). Metamodeling the heating and cooling energy needs and simultaneous building envelope optimization for low energy building design in Morocco. Energy and Buildings, 102: 139–148.

Sassine E, Kinab E, Cherif Y, et al. (2021). Thermal performance of lightweight concrete applications in building envelopes in Lebanon. Building Simulation, 14: 1359–1375.

Sethanan K, Theerakulpisut S, Benjapiyaporn C (2014). Improving energy efficiency by classroom scheduling: A case study in a Thai university. Advanced Materials Research, 931–932: 1089–1095.

Song K, Kim S, Park M, et al. (2017a). Energy efficiency-based course timetabling for university buildings. Energy, 139: 394–405.

Song K, Kwon N, Anderson K, et al. (2017b). Predicting hourly energy consumption in buildings using occupancy-related characteristics of end-user groups. Energy and Buildings, 156: 121–133.

Sun Y, Luo X, Liu X (2021). Optimization of a university timetable considering building energy efficiency: An approach based on the building controls virtual test bed platform using a genetic algorithm. Journal of Building Engineering, 35: 102095.

Tang R, Wang S, Sun S (2021). Impacts of technology-guided occupant behavior on air-conditioning system control and building energy use. Building Simulation, 14: 209–217.

Tol Hİ (2020). Improved space-heating radiator model: Focus on set-back operation, radiator over-dimensioning, and add-on fans. Building Simulation, 13: 317–334.

Too L, Bajracharya B (2015). Sustainable campus: Engaging the community in sustainability. International Journal of Sustainability in Higher Education, 16: 57–71.

Wang A (2014). Optimization management model for the opening of self-learning classrooms. Journal of Chongqing Technology and Business University (Natural Science Edition), 31: 46–50. (in Chinese)

Wang D, Liu Y, Wang Y, et al. (2014). Numerical and experimental analysis of floor heat storage and release during an intermittent in-slab floor heating process. Applied Thermal Engineering, 62: 398–406.

Wu C, Ren K, Tian Y, et al. (2021). Energy consumption simulation and energy saving transformation of university teaching building based on BIM technology. Modern Architecture Electric, 12(7): 52–58. (in Chinese)

Xu W, Zou Y, Chen X, et al. (2018). National standard "design standard for energy efficiency of public building" GB50189-2015. Construction Science and Technology, 2018(16): 39–45. (in Chinese)

Yang Z, Becerik-Gerber B (2014). The coupled effects of personalized occupancy profile based HVAC schedules and room reassignment on building energy use. Energy and Buildings, 78: 113–122.

Yang D (2019). Analysis on energy conservation renovation technology of existing Buildings in colleges and universities—Taking Jiangnan University Teaching Building Renovation project as an example. Construction Economy, 40(06): 105–108. (in Chinese)

Yi K, Ren T, Zhou L, et al. (2012). Reasonable arrangement and planning of college self-study room. Journal of Hunan University of Technology, 26(03): 100–103. (in Chinese)

Zeng Y, Zhang Z, Kusiak A (2015). Predictive modeling and optimization of a multi-zone HVAC system with data mining and firefly algorithms. Energy, 86: 393–402.

Zhao T, Zhang C, Xu J, et al. (2021). Data-driven correlation model between human behavior and energy consumption for college teaching buildings in cold regions of China. Journal of Building Engineering, 38: 102093.