Building Safety Analysis with AI

Grant received: 

  1. Geospatial Imagery Analytics Research. Phase I. Sponsored research by the Cincinnati Insurance Companies. PI. Tang. Co-PI: Jiaqi Ma. $59,000. Period: 02.2020- 12.2021. Completed.
  2. Geospatial Imagery Analytics Research. Phase II. Sponsored research by the Cincinnati Insurance Companies. P.I. Tang. $79,980. Period: 10.2021- 08.2022. Grant: G402236. 2021. Ongoing.
  3. Geospatial Imagery Analytics Research. Phase III. Sponsored research by the Cincinnati Insurance Companies. PI. Tang. $15,709. Period: 6.2022- 06.2023.
  4. Geospatial Imagery Analytics Research. Phase-4. Sponsored research by the Cincinnati Insurance Companies. PI. Tang. $48,646. Period: 1.2023- 10.2023.
  5. Geospatial Imagery Analytics Research. Phase-5. Sponsored research by the Cincinnati Insurance Companies. PI. Tang. $72,350. Period: 10.2023- 11.2024.
  6. Geospatial Imagery Analytics Research. Phase-6. Sponsored research by the Cincinnati Insurance Companies. PI. Tang. $125,665. Period: 9.01.2024- 12.30.2025.

 

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project featured at the UC News

Our book “Architectural Interventions. Design-build collaboration on the global scale” project is featured at the UC News, an article titled “New Book: UC architecture students collaborate, compete internationally, Global design-build competition inspires book about UC-Beijing collaboration” By Joan Luebering.

Check out the full interview at UC News at

https://www.uc.edu/news/articles/2021/09/new-book–uc-architecture-students-collaborate-compete-internationally.html

An international experiential learning project from the pre-pandemic spring and summer semesters of 2019 is still bearing fruit with the publication this summer of “Architectural Interventions: Design-Build Collaboration on the Global Scale.”

“AI in+form” workshop

This is a project I did during the 2021 CAADFuture workshop “AI in+form” by @r.e.ar_ at @caadfutures. The project explored the conjunction of various methods including ML ( pix2pxi), solar simulation, and procedural growth simulation in Houdini.

Design Team
Ming Tang, Jayanaveenaa P, Daniel Escobar

Instructors
Alberto Fernandez, Provides Ng, David Doria, Nikoletta Karastathi

‘Vertical Conservation’ – looking into envelope systems for skyscrapers in Dubai. The skin harvest-light through facilitating micro-ecologies to grow on the facade, saving energy by cycling carbon, acting as sun-shading, and recycling grey-water through the pipes for green-wall irrigation.

In particular, the pipe form was inspired by the long thin roots of Desert Hyacinth that circulate water and nutrients – a parasite with low primary productivity and is energy efficient. The envelope was generated with solar analysis to locate spots that accumulate the most and least solar incidences, where host plants and parasites would be grown respectively, as the latter has no chlorophyll and are unable to photosynthesise.

Desert Hyacinth was chosen as it is high in medical value, and is an all-flower-bearing parasite; still, it is becoming endangered, with very little information available for the public in the conservation of the species.

 

Check out the great presentation by the workshop instructors at CAADFuture  Conference.

check out our project in VR walkthrough, go to the second-floor use “G”. Thanks AI in+form: Bio-inspired Solar Designs in Architecture with Alberto Fernandez, Provides Ng, David Doria, Nikoletta Karastathi

Digital Twins

Here is a demonstration of using Digital Twin to display building information, including sensors captured from IoT devices. You can download the app here. zip. 268MB,

instructions:
right mouse clicks an object to open the BIM dashboard.
right mouse drag to change the camera angle.
left mouse click sensor to open IoT dashboard, and other web-based data.
Middle mouse button to zoom in/out.
M” to switch camera views.
W, A, S, D, Q, E to navigate.
space bar to jump.

 

 

extract BIM info from Revit.

Check more info about Digital Twin from Autodesk Forge and Unreal digital twin and 51 world

student thesis 2020-2021

The Effect of Path Environment on Pedestrians’ Route Selection: A Case Study of University of Cincinnati, OH

Jing Tian. Master of Science in Architecture
Committee Chair: Ming Tang
Committee Member: Na Chen, Julian Wang

 

Accelerometers Image of the Three Participants in Route 2

Abstract
In recent years, there are a growing number of researchers who have shown concern about the impact of the walking environment on human walking experience and route selection. However, most of the studies regarding the influence of the path environment on pedestrians’ route selection are concentrated on the urban level, ignoring the discussion on the architectural level. Taking the University of Cincinnati (Ohio, US) as an example, this study aims to investigate whether the difference in the environmental settings of each route will affect pedestrians’ walking experiences and future route selection, with the ultimate goal of ascertaining the underlying relationship between the route environments and the user behavior in the process of rout selection and implementation.

This study included three routes from the Langsam library to the CEAS library. The research methods included data analytics, questionnaires, and comparative analysis. Firstly, participants’ psychological and physiological data were collected through surveys and E4 Wristband, respectively. Secondly, Analysis of Variance (ANOVA) was used to examine whether there was a significant difference in pedestrians’ walking experience among the three routes. Thirdly, through the analysis of the collected questionnaires, the factors that play an important role in pedestrians’ route selection were determined. Finally, all information about the physiological change of pedestrians within in a particular route was compared, including Electrodermal Activity (EDA), Blood Volume Pulse (HVP), Accelerometer (ACCE), and Skin Surface Temperature (TEMP).

In the end, it can be concluded that the three routes with different environmental settings bring different experiences to participants. More specifically, the level of comfort and openness of the route significantly affects the route selection of pedestrians, while the degree of fatigue during walking does not. The thermal environment of the route also affects the pedestrians’ route preferences. The pedestrians’ physiological experience varies significantly in the elevator hall and stairwell, as key nodes at each route. To sum up, for the transition space from outdoor to indoor, the factors affecting pedestrian route selection include the comfort, openness, and thermal environment. Based on this, it is necessary to take special consideration of the related environment setting of the elevator hall and stairwell in the route design process, which will have a certain influence on the route experience and selection of pedestrians.

Full paper

Virtually Interactive DAAP

Rishyak Chowdhary Kommineni. School of Design. Master of Design.
Committee Chair: Ming Tang
Committee Member: Muhammad Rahman

ABSTRACT
The past few years have seen an increase in the use of virtual reality (VR) among designers in an attempt to create interactive projects to embrace technological innovations and adapt to the challenges of the digital era. While there are studies that examine the advantages of VR in presentations, meetings, and visitor’s experiences with it, there aren’t many studies examining the experience of designers who are responsible for the interactive space and narratives. The aim of this paper is to explore the practices, experiences, and perceptions of designers on the use of VR technology during exhibitions. The perceived advantages and challenges of such technologies and their requirements for the technology to be implemented in the field of design with virtual interactions are being discussed.
The paper provides an in-depth analysis of interviews with a number of designers based on a live example, DAAPworks, an exhibition that takes place every year at the University of Cincinnati’s College of Design, Architecture, Art, and Planning (UC DAAP). It has been converted into a virtual platform in Behance due to the pandemic (Covid-19) in the year 2019. A working prototype of the exhibition has been created for this thesis to establish a starting point for the Virtually Interactive DAAPworks project. The ultimate aim is to offer a more critical and methodological examination and assessment of the use of VR for design exhibitions and to provide suggestions for designing and developing virtually interactive spaces in the future.

Full paper