Personlig presentation av Mengjie Han
PhD, Statistics
Senior Lecturer data och informationshantering, Information and Data Management
Research projects
Publications
- Generating hourly electricity demand data for large-scale single-family buildings by a decomposition-recombination method, Energy and Built Environment, 2022. Article : refereed. .
- Occupant behavior modeling methods for resilient building design,operation and policy at urban scale : a review, Applied Energy, 2021, Vol. 293. Article : refereed. .
- Reinforcement Learning Methodologies for Controlling Occupant Comfort in Buildings, Part of: Data-driven Analytics for Sustainable Buildings and Cities, Springer, 2021. Chapter of book. .
- An Approach to Data Acquisition for Urban Building Energy Modeling Using a Gaussian Mixture Model and Expectation-Maximization Algorithm, Buildings, 2021, Vol. 11, No. 1. Article : refereed. .
- The reinforcement learning method for occupant behavior in building control : A review, Energy and Built Environment, 2021, Vol. 2, No. 2, 137-148. Article : refereed. .
- A data-driven model predictive control for lighting system based on historical occupancy in an office building : Methodology development, Building Simulation, 2021, Vol. 14, 219-235. Article : refereed. .
- A Top‐Down Digital Mapping of Spatial‐Temporal Energy Usefor Municipality‐Owned Buildings : A Case Study in Borlänge, Sweden, Buildings, 2021, Vol. 11. Article : refereed. .
- Weighted average LINMAP group decision-making method based on q-rung orthopair triangular fuzzy numbers, Granular Computing, 2021. Article : refereed. .
- Digital Twin for Accelerating Sustainability in Positive Energy District : A Review of Simulation Tools and Applications, 2021. .
- Modeling occupant behavior in buildings, Building and Environment, 2020, Vol. 174. Article : refereed. .
- A novel reinforcement learning method for improving occupant comfort via window opening and closing, Sustainable cities and society, 2020, Vol. 61. Article : refereed. .
- Development of an adaptation table to enhance the accuracy of the predicted mean vote model, Building and Environment, 2020, Vol. 168. Article : refereed. .
- A Three-Dimensional Visualization Framework forUnderground Geohazard Recognition on UrbanRoad-Facing GPR Data, ISPRS International Journal of Geo-Information, 2020, Vol. 9, No. 11. Article : refereed. .
- Partial Classifier Chains with Feature Selection by Exploiting Label Correlation in Multi-Label Classification, Entropy, 2020, Vol. 22, No. 1143, 1-22. Article : refereed. .
- GRASP and Statistical Bounds for Heuristic Solutions to Combinatorial Problems, International Journal of Management and Applied Science, 2019, Vol. 5, No. 8, 113-119. Article : refereed. .
- Intra-urban location of stores and labour turnover in retail, International Review of Retail Distribution & Consumer Research, 2019, Vol. 29, No. 4, 359-375. Article : refereed. .
- A review of reinforcement learning methodologies for controlling occupant comfort in buildings, Sustainable cities and society, 2019, Vol. 51. Article : refereed. .
- A novel reinforcement learning method for improving occupant comfort via window opening and closing, 2019. Manuscript. .
- District household electricity consumption pattern analysis based on auto-encoder algorithm, IOP Conference Series: Materials Science and Engineering : 2019. Conference paper : refereed. .
- Reinforcement learning control for indoor comfort : A survey, IOP Conference Series: Materials Science and Engineering : 2019. Conference paper : refereed. .
- Prediction of occupancy level and energy consumption in office building using blind system identification and neural networks, Applied Energy, 2019, Vol. 240, 276-294. Article : refereed. .
- An economic analysis of the solar photovoltaic/thermal (PV/T) technologies in Sweden : A case study, IOP Conference Series : 2019. Conference paper : refereed. .
- Techno-economic analysis of a solar photovoltaic/thermal (PV/T) concentrator for building application in Sweden using Monte Carlo method, Energy Conversion and Management, 2018, Vol. 165, 8-24. Article : refereed. .
- Comparison and one-stop shopping after big-box retail entry : a spatial difference-in-difference analysis, Journal of Retailing and Consumer Services, 2018, Vol. 40, 175-187. Article : refereed. .
- A review of reinforcement learning methodologies on control systems for building energy, Working papers in transport, tourism, information technology and microdata analysis, 2018. Report. .
- A study on influential factors of occupant window-opening behavior in an office building in China, Building and Environment, 2018, Vol. 133, 41-50. Article : refereed. .
- A review of data-driven approaches for prediction and classification of building energy consumption, Renewable & sustainable energy reviews, 2018, Vol. 82, No. 1, 1027-1047. Article : refereed. .
- A review of urban energy systems at building cluster level incorporating renewable-energy-source (RES) envelope solutions, Applied Energy, 2018, Vol. 230, 1034-1056. Article : refereed. .
- GRASP and statistical bounds for heuristic solutions to combinatorial problems, Working papers in transport, tourism, information technology and microdata analysis, 2016. Report. .
- To what extent do neighbouring populations affect local population growth over time?, Population, Space and Place, 2016, Vol. 22, No. 1, 68-83. Article : refereed. .
- Measuring transport related CO2 emissions induced by online and brick-and-mortar retailing, Transportation Research Part D, 2015, Vol. 40, 28-42. Article : refereed. .
- Distance measure and the p-median problem in rural areas, Annals of Operations Research, 2015, Vol. 226, No. 1, 89-99. Article : refereed. .
- Testing the gravity p-median model empirically, Operations Research Perspectives, 2015, Vol. 2, No. 124. Article : refereed. .
- Measuring CO2 emissions induced by online and brick-and-mortar retailing, Working papers in transport, tourism, information technology and microdata analysis, 2014. Report. .
- Measuring CO2 emissions induced by online and brick-and-mortar retailing, HUI Working Papers, 2014. Report. .
- How does data quality in a network affect heuristic solutions?, Working papers in transport, tourism, information technology and microdata analysis, 2014. Report. .
- How does different algorithm work when applied on the different road networks when optimal location of facilities is searched for in rural areas?, Web Information Systems Engineering – WISE 2013 Workshops : 2014. Conference paper : refereed. .
- Var ska sjukhusen ligga?, Ekonomiska samfundets tidskrift, 2013, No. 3, 165-171. Article : refereed. .
- How do different densities in a network affect the optimal location of service centers?, Working papers in transport, tourism, information technology and microdata analysis, 2013. Report. .
- How do neighbouring populations affect local population change over time?, Working papers in transport, tourism, information technology and microdata analysis, 2013. Report. .
- Computational study of the step size parameter of the subgradient optimization method, 2013. Manuscript. .
- Heuristic optimization of the p-median problem and population re-distribution, Dalarna University, 2013. Doctoral thesis. .
- Distance measure and the p-median problem in rural areas, Working papers in transport, tourism, information technology and microdata analysis, 2012. Report. .
- An empirical test of the gravity p-median model, Working papers in transport, tourism, information technology and microdata analysis, 2012. Report. .
- Does Euclidean distance work well when the p-median model is applied in rural areas?, Annals of Operations Research, 2012, Vol. 201, No. 1, 83-97. Article : refereed. .
- How does the use of different road networks effect the optimal location of facilities in rural areas?, Working papers in transport, tourism, information technology and microdata analysis, 2012. Report. .
- Methodological issues in applying Location Models to Rural areas, Working papers in transport, tourism and information technology, 2010. Report. .
- Does euclidian distance work when location models are applied in rural areas?, Working papers in transport, tourism, information technology and microdata analysis, 2010. Report. .