User Tools

Site Tools


Sidebar


Shortcuts

Websites



Yi Zhang @ IESD


Dr Yi Zhang
PhD MASHRAE MCIBSE CENG
Senior Research Fellow

Faculty of Technology
De Montfort University
The Gateway, Leicester
LE1 9BH
United Kingdom

Tel. : +44 (0)116 2078712
Email: yizhang@dmu.ac.uk
Skype: yizhanguk
start

Home

Latest news

  • 3 January 2014 - I have moved home, too :-)
  • 16 October 2013 - jEPlus has moved (again!) to a new home at www.jeplus.org
  • 15 December 2012 - We have started the trial of remote EnergyPlus simulation service with jEPlus Simulation Server. Find out more about the JESS service
  • 7 August 2012 - jEPlus 1.3 is ready. Find it at its new home: http://www.iesd.dmu.ac.uk/~jeplus
  • 10 March 2012 - I am uploading more recordings onto YouTube. You can find them in my channel
  • We start to move jEPlus to a new home: http://www.iesd.dmu.ac.uk/~jeplus
  • I am making available on YouTube some recordings from last year's visit to URV, Tarragona. I hope you will find them useful, if you can get through the tattered speech in the first place. You will also find the jEPlus tutorials we have made so far.
  • We have redoubled effort on developing jEPlus, which is now maturing and becoming a very useful tool in its own right. We are also working on a dedicated website for the project.
  • Presentation at CIBSE Intelligent Buildings Group seminar Evolution and the Optimum Design of Buildings (20/10/2009, London Programme) is available here (PDF, 6,108KB)

About myself

When joined the Institute in January 2004, I was working on “Optimal Supervisory Control of Renewable Energy Systems in Buildings” (EPSRC 2004-2006). The project investigated model-based control strategies for tackling complex dynamics between renewable thermal systems and buildings. Though aimed initially to implement an optimization algorithm in the control box of the Brocks Hill Visitor Centre, we ended up designing a whole new controller with the optimisation method, while picking faults in the building and system design along the way. It wasn't as great as it sounds, as after all these years we are still waiting to prove our wonderful new idea in the actual building.

Optimisation is my number one favourite subject. Between 2000-2003, I did PhD in the Department of Civil and Building Engineering of Loughborough University, where I worked on the ASHRAE project “Building System Design Synthesis and Optimization” (ASHRAE RP-1049). “The innovative aspect of this work was the use of topological optimization to automatically generate conceptual designs for air-conditioning systems.” My real findings, however, is that it is so damn difficult to optimise anything, let along “everything at once” as in the case of a building. Alas, I got my PhD in the end, and this work was recognized as “Human-Competitive”. Sorry, I mean the ALGORITHM we developed was “human-competitive”!

My education was mainly received in China. I graduated from Tsinghua University in 1995 with BEng degrees in HVAC&R Engineering and Environmental Engineering. This was followed by postgraduate study at the Chinese Centre for Disease Control and Prevention (China CDC, previously known as the Chinese Academy of Preventive Medicine). My work there included developing a personal indoor thermal environment monitor. It was great fun making things from scratch, including making thermal anemometer sensors with nickel capillary tubes and fine copper wires. I got my MSc in 1998. Between 1999 and 2000, I spent 12 months as a visiting researcher in the renowned International Centre for Indoor Environment and Energy of the Technical University of Denmark. My desk was right opposite the late Professor P. Ole Fanger's. Well, across the depth of the building and through several doors that was… but I COULD see him if he was in and the doors were open. I am still fascinated by that place. The Centre has only a handful of permanent staff and a small group of research students. However, it has been attracting researchers from all over the world like magnets; and so many people in this field have passed through the place. Ever so often during a conversation with someone I just met at a conference, “yes, I was there for xx months” would come up.

For a brief period between 1998 and 1999, I worked as a software engineer for an IT company developing operating systems for cash machines (ATM). I would not call it a dull job because I travelled a lot. While I am not on the move, however, much of the time was spent on installing and reinstalling software from a pile of floppy disks. It can be amusing sometimes, when a machine developed a habit of eating cards or printing nonsense on the receipt. It had NEVER happened that a machine suddenly dispenses a lot of notes for no good reason, though. What a shame!

Research Interests

My research interests include computer modelling and optimization, particularly in the areas of building and HVAC system design, and human thermal comfort. I was hired to further develop of the IESD-Fiala model, which was originally developed by Dr Dusan Fiala in the Institute in the 1990s. Over the years the model has been enhanced and validated extensively. It is now one of the most advanced human thermal regulatory models in existence. The planned development focuses on two directions: individualization and integration… This is still an on-going project, although it is seemingly going nowhere from software development's point of view, as I simply don't see any any building-related applications for a sophisticated and detailed human model as such.

Presently, majority of my time is spent on building optimisation and tools, especially on jEPlus. jEPlus was originally developed as a simple simulation manager for carrying out parametric studies. The tool has grown and matured over the years. It is a family of packages including optimisation and online simulation facilities. By bridging parametrics, optimisation and uncertainty/sensitivity analysis methods with COMPUTING POWER, the way we use building simulation in research and designs will be changed completely!

Research Projects

Public/Industry funded

University/Self funded

  • Cloud Service for Building Simulation, 2012-2013 - De Montfort University HEIF5
  • AOLSBD: Online Assisted Sustainable Building Design - Institute of Technology, School of Architecture, Royal Danish Academy
  • Ageing and Thermal Comfort Modelling - De Montfort University
  • Web-based Questionnaire - ICIEE, Technical University of Denmark

Software

Computer models

  • IESD-Fiala model - Multi-nodal human thermal regulatory model originally developed by Dr Dusan Fiala at the Institute in 1995-2006
  • Matlab/Simulink models for the BrocksHill Visitor Centre - Model of the building and the energy system developed as part of the EPSRC project
  • Psychrometric models of secondary HVAC components - developed as part of the ASHRAE RP1049 project

Java tools

  • jEPlus - the Java EnergyPlus shell that supports parametric study and multi-processor platforms
  • jCFX5 - the Java shell for Ansys CFX (version 5 and above). It can be used for parametric studies using CFD models
  • jFiala - a Java implementation (therefore supports multiple platforms) of the IESD-Fiala model
  • EA_Java - an JDEAL-based Evolutionary Algorithm package. Significant extensions include graph encoding and many new operators
  • WebQuest - a tool kit for designing questionnaires for thermal comfort or IEQ surveys. It is completely written in Java, and suitable for local network deployment
  • More Java tools - miscellaneous Java tools including a weather forecast retriever

Old mobile tools

  • Psychrometric Calculator - A pocket psychrometric calculator (runs on Java-enabled mobile phones) for HVAC engineers
  • PMV/PPD Calculator - this mobile phone utility calculates ISO7730 PMV/PPD indices for given environmental conditions

Recent Publications

  • Zhang, Y., Tindale, A., Garcia, A.O., Korolija, I. and Tresidder, E. G. 2013. How to integrate optimization into building design practice: lessons learnt from a design optimization competition. In: BS 2013 - 13th Int. IBPSA Conference. 25-28 August, Chambery, France. pdf
  • Korolija, I. and Zhang, Y. 2013. Impact of model simplification on energy and comfort analysis for dwellings. In: BS 2013 - 13th Int. IBPSA Conference. 25-28 August, Chambery, France. pdf
  • Naboni, E., Maccarini, A., Korolija, I. and Zhang, Y. 2013. Comparison of conventional, parametric and evolutionary optimisation approaches for the architectural design of nearly zero energy buildings. In: BS 2013 - 13th Int. IBPSA Conference. 25-28 August, Chambery, France. pdf
  • Wright, A.J., Korolija, I. and Zhang, Y. 2013. Optimization of dwelling design under current and future climates using evolutionary algorithms in EnergyPlus. In: CIBSE Technical Symposium 2013. 11-12 April, Liverpool, UK. pdf
  • Korolija, I., Zhang, Y., Marjanovic-Halburd, L., Hanby, V. I. (2013) “Regression models for predicting UK office building energy consumption from heating and cooling demands”, Energy and Buildings, Volume 59, April 2013, Pages 214-227, ISSN 0378-7788, link
  • Korolija, I., Marjanovic-Halburd, L., Zhang, Y., Hanby, V. I. (2013) “UK office buildings archetypal model as methodological approach in development of regression models for predicting building energy consumption from heating and cooling demands”, Energy and Buildings, Volume 60, May 2013, Pages 152-162, ISSN 0378-7788, link
  • Naboni, E.; Zhang, Y.; Maccarini, A.; Hirsch, E.; Lezzi, D., (2013) “Extending the use of parametric simulation in practice through a cloud based online service”, 1st IBPSA-Italy Conference: Building Simulation Applications (BSA 2013), Bosen-Bolzano, Italy, 30/01-01/02, 2013 pdf
start.txt · Last modified: 2014/01/03 23:55 by Yi Zhang

Page Tools