System Dynamics Framework to Study the Effect of Material Performance on a Building's Lifecycle Energy Requirements

AbstractThe buildings sector accounts for nearly 41% of the United States’ primary energy usage. Various lifecycle analysis (LCA)-based tools are available for facilitating sustainable material selection and energy usage estimation, especially during the material production and construction phases of a building. However, for the use and maintenance phase, there is a lack of a comprehensive framework that can monitor and quantify the effects of various factors such as building system and material deterioration and dynamic occupant behavior patterns on the energy consumption. This research propose a lifecycle energy monitoring framework that couples LCA and energy simulation analysis using a system dynamics modeling framework to enable a distributed simulation platform that can monitor and control the energy requirements during all phases of a building’s lifecycle. Experimental results indicate that the proposed framework can help understand the optimal maintenance and replacement period of major building m...

[1]  Malcolm Eames,et al.  Developing A System Dynamics Based Building Performance Simulation Model – Sdsap To Assist Retrofitting Decision Making , 2013, Building Simulation Conference Proceedings.

[2]  Alice Moncaster,et al.  A method and tool for ‘cradle to grave’ embodied carbon and energy impacts of UK buildings in compliance with the new TC350 standards , 2013 .

[3]  Samuel Y. Harris Building Pathology: Deterioration, Diagnostics, and Intervention , 2001 .

[4]  Roderick Bates,et al.  Quantifying the Embodied Environmental Impact of Building Materials During Design: A Building Information Modeling Based Methodology , 2013 .

[5]  John D. Sterman,et al.  System Dynamics: Systems Thinking and Modeling for a Complex World , 2002 .

[6]  Peter Strauss,et al.  Hydrology and Earth System Sciences Multi-site Calibration, Validation, and Sensitivity Analysis of the Mike She Model for a Large Watershed in Northern China , 2022 .

[7]  Igal M. Shohet,et al.  Deterioration patterns of building cladding components for maintenance management , 2002 .

[8]  Weimin Wang,et al.  Applying multi-objective genetic algorithms in green building design optimization , 2005 .

[9]  A Jrade,et al.  Integrating Building Information Modeling and Life Cycle Assessment Tools to Design Sustainable Buildings , 2012 .

[10]  Robert G. Sargent,et al.  Verification, validation, and accreditation: verification, validation, and accreditation of simulation models , 2000, WSC '00.

[11]  Mani Golparvar-Fard,et al.  The Application of Visualization for Construction Emission Monitoring , 2010 .

[12]  Chen Feng,et al.  Conceptual Framework to Optimize Building Energy Consumption by Coupling Distributed Energy Simulation and Occupancy Models , 2014, J. Comput. Civ. Eng..

[13]  Michael N. Grussing,et al.  Condition and Reliability Prediction Models Using the Weibull Probability Distribution , 2006 .

[14]  Means,et al.  Building construction cost data , 1943 .

[15]  Robert H. Crawford,et al.  A comprehensive framework for assessing the life-cycle energy of building construction assemblies , 2010 .

[16]  Mani Golparvar-Fard,et al.  3D Visualization of thermal resistance and condensation problems using infrared thermography for building energy diagnostics , 2014 .

[17]  Elie Azar,et al.  Evaluating the impact of extreme energy use behavior on occupancy interventions in commercial buildings , 2015 .

[18]  Girma Bitsuamlak,et al.  Integrated life-cycle design of building enclosures , 2011 .

[19]  Elsa Garavaglia,et al.  Comparison Between two Different Probabilistic Approaches in the Modelling of the Masonry Wall Deterioration , 2000 .

[20]  Osman Balci,et al.  Verification, Validation And Accreditation Of Simulation Models , 1997, Winter Simulation Conference Proceedings,.

[21]  A. Emery,et al.  A long term study of residential home heating consumption and the effect of occupant behavior on homes in the Pacific Northwest constructed according to improved thermal standards , 2006 .

[22]  Jane Matthews,et al.  Incorporating embodied energy in the BIM process , 2012 .

[23]  Michael Wetter,et al.  Co-simulation of building energy and control systems with the Building Controls Virtual Test Bed , 2011 .

[24]  A. Horvath,et al.  Assessing the end-of-life impacts of buildings. , 2008, Environmental science & technology.

[25]  Philip Crowther Design for Disassembly to Recover Embodied Energy , 1999 .

[26]  Lawrence C. Bank,et al.  Use of system dynamics as a decision-making tool in building design and operation , 2010 .

[27]  Michiya Suzuki,et al.  Estimation of life cycle energy consumption and CO2 emission of office buildings in Japan , 1998 .

[28]  Stefan N. Grösser,et al.  Diffusion dynamics of energy-efficient innovations in the residential building environment , 2006 .

[29]  Cathy Turner,et al.  Green Building Performance Evaluation: Measured Results from LEED-New Construction Buildings , 2008 .

[30]  Carol C. Menassa,et al.  Hybrid Model Incorporating Real Options with Process Centric and System Dynamics Modeling to Assess Value of Investments in Alternative Dispute Resolution Techniques , 2010, J. Comput. Civ. Eng..

[31]  Hyeun Jun Moon,et al.  CASE STUDIES FOR THE EVALUATION OF INTEROPERABILITY BETWEEN A BIM BASED ARCHITECTURAL MODEL AND BUILDING PERFORMANCE ANALYSIS PROGRAMS , 2011 .

[32]  Li yin Shen,et al.  Managing construction waste on‐site through system dynamics modelling: the case of Hong Kong , 2008 .

[33]  William Irvin Sellers,et al.  Using sensitivity analysis to validate the predictions of a biomechanical model of bite forces. , 2004, Annals of anatomy = Anatomischer Anzeiger : official organ of the Anatomische Gesellschaft.

[34]  Geoffrey P. Hammond,et al.  Embodied energy and carbon in construction materials , 2008 .

[35]  Sarel Lavy,et al.  Need for an embodied energy measurement protocol for buildings: A review paper , 2012 .

[36]  Zaid Alwan,et al.  The importance of embodied energy in carbon footprint assessment , 2014 .

[37]  Edwin H.W. Chan,et al.  Application of system dynamics for assessment of sustainable performance of construction projects , 2005 .

[38]  O. T. Masoso,et al.  The dark side of occupants’ behaviour on building energy use , 2010 .

[39]  Mani Golparvar-Fard,et al.  Monitoring and Visualization of Building Construction Embodied Carbon Footprint Using DnAR-N-Dimensional Augmented Reality Models , 2012 .

[40]  Sarel Lavy,et al.  Identification of parameters for embodied energy measurement: A literature review , 2010 .

[41]  Peter E.D. Love,et al.  Analysing the life-cycle energy of an Australian residential building and its householders , 2000 .

[42]  Mani Golparvar-Fard,et al.  Mapping actual thermal properties to building elements in gbXML-based BIM for reliable building energy performance modeling , 2015 .

[43]  Elie Azar,et al.  A comprehensive analysis of the impact of occupancy parameters in energy simulation of office buildings , 2012 .

[44]  Judith S. Dahmann,et al.  Creating Computer Simulation Systems: An Introduction to the High Level Architecture , 1999 .

[45]  Robert Ries,et al.  Life Cycle Assessment and Service Life Prediction , 2014 .

[46]  Ted Kesik,et al.  Differential Durability, Building Life Cycle and Sustainability , 2005 .

[47]  Catarina Thormark,et al.  A low energy building in a life cycle - its embodied energy, energy need for operation and recycling potential , 2002 .

[48]  Catarina Thormark,et al.  The effect of material choice on the total energy need and recycling potential of a building , 2006 .

[49]  Ahmad Jrade,et al.  Integrating building information modelling with sustainability to design building projects at the conceptual stage , 2013 .

[50]  G. Treloar,et al.  Life-cycle energy analysis of buildings: a case study , 2000 .

[51]  Michael D. Lepech,et al.  Dynamic Life Cycle Assessment of Building Design and Retrofit Processes , 2011 .

[52]  Michael Wetter,et al.  A framework for simulation-based real-time whole building performance assessment , 2012 .

[53]  Raymond J. Cole,et al.  Life-cycle energy use in office buildings , 1996 .

[54]  Michael D. Lepech,et al.  Application of life-cycle assessment to early stage building design for reduced embodied environmental impacts , 2013 .