Dr. CHEN Jiayu (陳嘉宇)
Research Output
- 2018
- Published
Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology
Wang, W., Chen, J., Hong, T. & Zhu, N., 15 Jun 2018, In: Building and Environment. 138, p. 160-170Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 87 - Published
Measuring the cognitive loads of construction safety sign designs during selective and sustained attention
Chen, J., Wang, R. Q., Lin, Z. & Guo, X., Jun 2018, In: Safety Science. 105, p. 9-21Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 31 - Published
Modeling occupancy distribution in large spaces with multi-feature classification algorithm
Wang, W., Chen, J. & Hong, T., Jun 2018, In: Building and Environment. 137, p. 108-117Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 35 - Published
A review of occupant energy feedback research: Opportunities for methodological fusion at the intersection of experimentation, analytics, surveys and simulation
Khosrowpour, A., Jain, R. K., Taylor, J. E., Peschiera, G., Chen, J. & Gulbinas, R., 15 May 2018, In: Applied Energy. 218, p. 304-316Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 62_Review of books or of software (or similar publications/items) › peer-review
Scopus citations: 35 - Published
Developing Construction Workers' Mental Vigilance Indicators through Wavelet Packet Decomposition on EEG Signals
Chen, J., Lin, Z. & Guo, X., Apr 2018, Construction Research Congress 2018 : Safety and Disaster Management. Wang, C., Harper, C., Lee, Y., Harris, R. & Berryman, C. (eds.). American Society of Civil Engineers (ASCE), p. 51-61Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with host publication) › peer-review
Scopus citations: 5 - Published
Multi-zone outdoor air coordination through Wi-Fi probe-based occupancy sensing
Wang, W., Wang, J., Chen, J., Huang, G. & Guo, X., 15 Jan 2018, In: Energy and Buildings. 159, p. 495-507Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 40 - 2017
- Published
A behavior-based decision-making model for energy performance contracting in building retrofit
Lu, Y., Zhang, N. & Chen, J., 1 Dec 2017, In: Energy and Buildings. 156, p. 315-326Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 21 - Published
A new multiplexed optimization with enhanced performance for complex air conditioning systems
Chen, J. & Sun, Y., 1 Dec 2017, In: Energy and Buildings. 156, p. 85-95Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Energy efficient HVAC control for an IPS-enabled large space in commercial buildings through dynamic spatial occupancy distribution
Wang, W., Chen, J., Huang, G. & Lu, Y., 1 Dec 2017, In: Applied Energy. 207, p. 305-323Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 58 - Published
An IPS-calibrated Outdoor Air Flow Control Strategy in Multizone Commercial Space
WANG, W., Han, Y., Chen, J. & Xu, T., Dec 2017, In: Energy Procedia. 142, p. 1842-1847Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
Promoting Energy Efficiency of HVAC Operation in Large Office Spaces with a Wi-Fi Probe enabled Markov Time Window Occupancy Detection Approach
Wang, W., Lin, Z. & Chen, J., Dec 2017, In: Energy Procedia. 143, p. 204-209Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Modeling and predicting occupancy profile in office space with a Wi-Fi probe-based Dynamic Markov Time-Window Inference approach
Wang, W., Chen, J. & Song, X., 1 Nov 2017, In: Building and Environment. 124, p. 130-142Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 66 - Published
Energy conservation through flexible HVAC management in large spaces: An IPS-based demand-driven control (IDC) system
Wang, W., Chen, J., Lu, Y. & Wei, H., Nov 2017, In: Automation in Construction. 83, p. 91-107Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 23 - Published
Monitoring workers' attention and vigilance in construction activities through a wireless and wearable electroencephalography system
Wang, D., Chen, J., Zhao, D., Dai, F., Zheng, C. & Wu, X., Oct 2017, In: Automation in Construction. 82, p. 122-137 16 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 99 - Published
Preparation and thermal energy storage properties of LiNO3-KCl-NaNO3/expanded graphite composite phase change material
Xu, T., Li, Y., Chen, J. & Liu, J., Sept 2017, In: Solar Energy Materials and Solar Cells. 169, p. 215-221Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 52 - Published
Assessing Task Mental Workload in Construction Projects: A Novel Electroencephalography Approach
Chen, J., Taylor, J. E. & Comu, S., Aug 2017, In: Journal of Construction Engineering and Management. 143, 8, 04017053.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 41 - Published
Promoting Energy Efficiency of HVAC Operation in Large Office Spaces with a Wi-Fi Probe enabled Markov Time Window Occupancy Detection Approach
WANG, W., Lin, Z. & CHEN, J., 20 Jul 2017.Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 32_Refereed conference paper (without host publication) › peer-review
- Published
Modeling energy consumption in residential buildings: A bottom-up analysis based on occupant behavior pattern clustering and stochastic simulation
Diao, L., Sun, Y., Chen, Z. & Chen, J., 15 Jul 2017, In: Energy and Buildings. 147, p. 47-66Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 143 - Published
Assessing Construction Workers' Vigilance Level Through Wearable Electroencephalography System
Chen, J., Dai, F. & Chen, Z., 5 Jul 2017, p. 45-52.Research output: Conference Papers (RGC: 31A, 31B, 32, 33) › 31A_Invited conference paper (refereed items) › Yes › peer-review
- Published
HVAC Energy Saving in IPS-enabled Large Space: An Occupancy Distribution Based Demand-driven Control Approach
WANG, W., Lu, Y., HUANG, G., LUO, X. & CHEN, J., 1 Jun 2017, In: Energy Procedia. 105, p. 2083-2088Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4
