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The affordance of virtual reality to enable the sensory representation of multi-dimensional data for immersive analytics: from experience to insight

Anastasia Globa

Journal of Big Data

Using the theory of affordance from perceptual psychology and through discussion of literature within visual data mining and immersive analytics, a position for the multi-sensory representation of big data using virtual reality (VR) is developed. While it would seem counter intuitive, information-dense virtual environments are theoretically easier to process than simplified graphic encoding—if there is alignment with human ecological perception of natural environments. Potentially, VR affords insight into patterns and anomalies through dynamic experience of data representations within interactive, kinaesthetic audio-visual virtual environments. To this end we articulate principles that can inform the development of VR applications for immersive analytics: a mimetic approach to data mapping that aligns spatial, aural and kinaesthetic attributes with abstractions of natural environments; layered with constructed features that complement natural structures; the use of cross-modal sensory mapping; a focus on intermediate levels of contrast; and the adaptation of naturally occurring distribution patterns for the granularity and distribution of data. While it appears problematic to directly translate visual data mining techniques to VR, the ecological approach to human perception discussed in this article provides a new framework for big data visualization researchers to consider.

Differences in occupants’ satisfaction and perceived productivity in high-and low-performance offices

Ozgur Gocer

Buildings

This paper reports the results from a dataset comprising 9794 post-occupancy evaluation (POE) surveys from 77 Australian open-plan offices. This paper specifically focuses on a sub-set of 20 offices (n = 2133), identified by ranking 10 offices each, with the least (n = 1063) and highest (n = 1070) satisfaction scores, respectively. The satisfaction scores were evaluated on the basis of seven factors (i.e., building/office aesthetics and quality, thermal comfort and indoor air quality, noise distraction and privacy, personal control, connection to outdoor environment, maintenance and visual comfort, and individual space). Using the POE survey data from 20 offices, regression analyses and two-way ANOVA tests were carried out to understand the differences in occupants’ satisfaction and perceived productivity arising from open-plan offices. According to the statistically significant regression analyses results, it was identified that building/office aesthetics and quality (β = 0.55, p < 0.001) and noise distraction and privacy (β = 0.33, p < 0.001) were the two strongest predictors contributing perceived productivity in low-performance offices. Two-way ANOVA test results for the 10 high-performance offices indicate that the perceived productivity was strongly associated with the office’s physical configuration, the employees’ working experience, and the working hours at that office.

Biomimetic adaptive building skins: Design and performance

Aysu Kuru

Rethinking Building Skins: Transformative Technologies and Research Trajectories Woodhead Publishing Series in Civil and Structural Engineering

There is a growing interest in how organisms adapt to environmental changes and how an understanding of this can offer novel approaches to develop innovative facades. Technologies such as biomimetic adaptive building skins are emerging, allowing facades to adapt to changing conditions. They offer automated controls for occupants’ needs, provide efficient strategies to differing functional requirements, foster improved comfort and reduced energy demand. Biomimetics promotes adaptability since most organisms have advanced adaptations with minimum reliability on external mechanisms. This chapter provides a review of state of the art of biomimetic adaptive building skins, discusses the existing design processes for developing biomimetic adaptive building skins, describes several biomimetic design processes with case studies outlining their application and implementation as building envelope systems and analyses their measured performance benefits. A significant challenge faced with biomimetic adaptive building skins is the necessary expertise across multiple disciplines to design and performance analysis. The future needs in this area may focus on translating design principles found in nature that present how nature achieves optimum performance and measuring the environmental and energy performance of biomimetic adaptive building skins.

Authors:
A. Kuru, P. Oldfield, S. Bonser, F. Fiorito

Performance prediction of biomimetic adaptive building skins: Integrating multifunctionality through a novel simulation framework

Aysu Kuru

Solar Energy

Biomimetic adaptive building skins (Bio-ABS), being adaptable to changing environmental conditions, can foster improved comfort and reduced energy demand. Bio-ABS are climate-adaptable façades, and biological functions inspire their design. Buildings often require multiple functions for improved environmental performance. Multifunctionality refers to hosting multiple triggered by diverse stimuli interdependently. The realisation of multifunctional Bio-ABS may be challenging due to difficult construction processes, expensive materials, and the complexity in their application. Thus, digital modelling and simulation of multifunctional Bio-ABS are important to predict their performance. This paper reviews the studies on simulating Bio-ABS, proposes a novel simulation framework for multifunctional Bio-ABS and demonstrates it through a parametric case study. Performance comparisons among twenty base-case scenarios and 600 iterations of shading and ventilating multifunctional Bio-ABS provides shading through photovoltachromic (PVC) glazing and ventilation through Shape Memory Alloy (SMA) springs triggered openings. It is multifunctional by changing its morphology and physiology due to photovoltachromic glazing triggered by solar irradiance and Shape Memory Alloys being triggered by temperature. The results show that Bio-ABS improves building performance when compared against non-adaptable façades, reaching 37.1% for 90% acceptability limits and 18% for 80% acceptability limits for adaptive thermal comfort in an educational building in the humid subtropical climate of Sydney. Australia. The main outcome and contribution of this study is a novel simulation framework to predict the performance of morphology and physiology changing multifunctional Bio-ABS. Future work may focus on prototyping and validated experiments to close the gap between theory and the real world.

Authors:
A. Kuru, P. Oldfield, S. Bonser, F. Fiorito

A framework to achieve multifunctionality in biomimetic adaptive building skins

Aysu Kuru

Buildings

Building skins should host multiple functions for increased performance. Addressing this, their design can benefit by learning from nature to achieve multifunctionality, where multifunctional strategies have evolved over years. However, existing frameworks to develop biomimetic adaptive building skins (Bio-ABS) have limited capabilities transferring multifunctionality from nature into designs. This study shows that through investigating the principles of hierarchy and heterogeneity, multifunctionality in nature can be transferred into biomimetic strategies. We aim at mapping the existing knowledge in biological adaptations from the perspective of multifunctionality and developing a framework achieving multifunctionality in Bio-ABS. The framework is demonstrated through the case study of Echinocactus grusonii implemented as a Bio-ABS on a digital base-case building. The methods include the Bio-ABS case study demonstrating the framework and simulating the performance of the case study and base-case building to comparatively analyze the results. The outcomes are a framework to develop multifunctional Bio-ABS and simulation results on the performance improvement Bio-ABS offer. The performance comparison between the Bio-ABS and base-case building show that there is a decrease in the discomfort hours by a maximum of 23.18%. In conclusion, translating heterogeneity and hierarchy principles in nature into engineered designs is a key aspect to achieve multifunctionality in Bio-ABS offering improved strategies in performance over conventional buildings.

Authors:
A. Kuru, S. Bonser, P Oldfield, F. Fiorito

Biomimetic adaptive building skins: Energy and environmental regulation in buildings

Aysu Kuru

Energy and Buildings

Both organisms and adaptive building skins (ABS) respond to changing environmental conditions. There have been several systems developed through the synthesis of biomimetics and ABS to reduce energy demand or improve comfort in buildings. This paper presents the definition, characterisation and a comparative analysis of existing applications in the field of biomimetic adaptive building skins (Bio-ABS). We evaluate current uptake in the field, present an overview of the state-of-the-art and undertake a meta-analysis of fifty-two Bio-ABS applications to determine performance trends, opportunities and challenges. We found that current development in the field of Bio-ABS is limited. 53.8% of all published Bio-ABS remain at a conceptual stage of development, resulting in a gap between theoretical and real-world uptake. In addition, there is little quantitative analysis in terms of environmental or energy performance measurements, with only 44.2% of the projects considering these performance metrics. Of those that do, 78.2% demonstrate either thermal or visual comfort analysis while only five, 21.7%, include energy analysis. A further conclusion drawn is that the majority of Bio-ABS are monofunctional, only controlling a single environmental parameter. Very little attention is paid to multifunctionality, with only 13.4% of the published projects controlling more than one parameter. Multifunctionality in Bio-ABS needs further study to address multiple contradictory functional requirements of buildings regarding energetic and environmental performance.

Authors: A. Kuru, P. Oldfield, S. Bonser, F. Fiorito