1. Advanced data analytics for building energy modeling and management

   • Cheng Fan
   • Fu Xiao
   • Da Yan

   Editorial 24 November 2020 Pages: 1 - 2

2. Advanced data analytics for enhancing building performances: From data-driven to big data-driven approaches

   • Cheng Fan
   • Da Yan
   • Xuyuan Kang

   Review Article 23 October 2020 Pages: 3 - 24

3. Extracting typical occupancy schedules from social media (TOSSM) and its integration with building energy modeling

   • Xing Lu
   • Fan Feng
   • Zheng O’Neill

   Research Article 13 May 2020 Pages: 25 - 41

4. Automated recognition and mapping of building management system (BMS) data points for building energy modeling (BEM)

   • Sicheng Zhan
   • Adrian Chong
   • Bertrand Lasternas

   Research Article 20 March 2020 Pages: 43 - 52

5. Fault detection for centrifugal chillers using a Kernel Entropy Component Analysis (KECA) method

   • Yudong Xia
   • Qiang Ding
   • Aipeng Jiang

   Research Article 29 February 2020 Pages: 53 - 61

6. Data mining algorithm and framework for identifying HVAC control strategies in large commercial buildings

   • Zhe Chen
   • Peng Xu
   • Wei Luo

   Research Article 11 March 2020 Pages: 63 - 74

7. Study on the application of reinforcement learning in the operation optimization of HVAC system

   • Xiaolei Yuan
   • Yiqun Pan
   • Zhizhong Huang

   Research Article 23 March 2020 Pages: 75 - 87

8. Development of an ANN-based building energy model for information-poor buildings using transfer learning

   • Ao Li
   • Fu Xiao
   • Maomao Hu

   Research Article 11 September 2020 Pages: 89 - 101

9. Clustering and classification of energy meter data: A comparison analysis of data from individual homes and the aggregated data from multiple homes

   • Juan Sala
   • Rongling Li
   • Morten H. Christensen

   Research Article 03 December 2019 Pages: 103 - 117

10. Islands of misfit buildings: Detecting uncharacteristic electricity use behavior using load shape clustering

    • Matias Quintana
    • Pandarasamy Arjunan
    • Clayton Miller

    Research Article 04 April 2020 Pages: 119 - 130

11. A data analytics-based tool for the detection and diagnosis of anomalous daily energy patterns in buildings

    • Marco Savino Piscitelli
    • Silvio Brandi
    • Fu Xiao

    Research Article 13 May 2020 Pages: 131 - 147

12. Clustering-based probability distribution model for monthly residential building electricity consumption analysis

    • Jieyan Xu
    • Xuyuan Kang
    • Rongda Jia

    Research Article 26 September 2020 Pages: 149 - 164

13. Autoregressive neural networks with exogenous variables for indoor temperature prediction in buildings

    • Benoit Delcroix
    • Jérôme Le Ny
    • Jean-Simon Venne

    Research Article 21 February 2020 Pages: 165 - 178

14. Energy characteristics of urban buildings: Assessment by machine learning

    • Wei Tian
    • Chuanqi Zhu
    • Baoquan Yin

    Research Article 20 March 2020 Pages: 179 - 193

15. Improved peak load management control technique for nonlinear and dynamic residential energy consumption pattern

    • Olawale Popoola
    • MoreBlessing Chipango

    Research Article 03 March 2020 Pages: 195 - 208

16. Impacts of technology-guided occupant behavior on air-conditioning system control and building energy use

    • Rui Tang
    • Shengwei Wang
    • Shaobo Sun

    Research Article 03 February 2020 Pages: 209 - 217

17. A data-driven model predictive control for lighting system based on historical occupancy in an office building: Methodology development

    • Yuan Jin
    • Da Yan
    • Mengjie Han

    Research Article 13 May 2020 Pages: 219 - 235