what’s your data path

How do they use data in their work?

• To inform decisions about materials, spatial layouts, and building systems selections
• To predict the environmental and economic impacts of new developments
• To optimize site selection and building sustainability
• To understand client needs and preferences
• To assess financial viability of potential projects
• To manage project timelines and costs
• To analyze space and energy usage patterns and to evaluate performance of built structures

Sources: Better Design Decisions: Architecture and Data; How Data Analytics Transforms Architecture Design; Using Data Analytics in Architecture to Embrace Communities in Design

How do they use data in their work?

• To analyze medical imaging data to build models and tools that can assist with early detection and support more accurate diagnosis
• To analyze large datasets of patient genetic, lifestyle, and medical history to develop personalized treatment plans
• To create models that can predict disease risk, progression, and prevention
• To develop sensors and methods to analyze wearable devices and monitor patient conditions
• To test and refine medical device designs
• To analyze the operations of healthcare systems and identify ways to maximize efficiency

Sources: 7 Data Analysis Skills Every UCSD Bioengineering Major Should Master: Daniel’s Story; What Tools Do Biomedical Engineers Use?; Emerging Trends in Biomedical Engineering: What’s Next for the Industry?; Data Science Is Critical to Biomedical Advances and Healthcare Engineering

How do they use data in their work?

• To monitor and control engineering processes by analyzing sensor data such as temperature, pressure, pH, and flow
• To predict chemical activity and model reactions
• To maximize production efficiency and improve product quality
• To ensure safety and compliance with environmental regulations

Sources: Enabling Chemical Engineering with Data Science; Data Science: Opportunities to Transform Chemical Sciences and Engineering: Proceedings of a Workshop—in Brief; How Can Data Science Be Applied to Chemical Engineering?

How do they use data in their work?

• To predict and monitor the safety and longevity of structures through sensors on structural stress, temperature, and vibration
• To maximize efficiency and sustainability of construction schedules using predictive models and past project data
• To map transportation networks and patterns, which can help reduce traffic congestion and improve flow
• To model stormwater drainage capacity and predict the effects of precipitation on communities

Sources: Engineering Analytics: How Big Data Drives Innovation Across Industries; The Ultimate Guide to Geospatial Data in Civil Engineering

How do they use data in their work?

• To design and test the performance of new products and enhance safety
• To identify potential equipment failures and plan for maintenance, using system monitoring data
• To maximize energy efficiency, using energy consumption data
• To reduce power outages and optimize energy distribution, using smart meter and sensor data from power grids
• To analyze and mitigate electrical noise in electronic components

Source: Engineering Analytics: How Big Data Drives Innovation Across Industries

How do they use data in their work?

To monitor and predict air and water quality, using data from sensors

To build models and predict impacts of climate change or land-use development

To optimize wastewater treatment, water distribution, waste, and landfill use

To maximize land-use efficiency and sustainability

Sources: Engineering Analytics: How Big Data Drives Innovation Across Industries; How Data Science Is Transforming Environmental Engineering