Construction
Quality
Intelligence
A new Initiative by CQM.us Community of Practice
Unleash Construction Excellence: Join our online event on Construction Quality Intelligence!
Our Next Event:
Thursday July 20th, 2023 at 12 pm PT
Live at https://cqm.us/zoom
In collaboration with:
PMI Silicon Valley
PMI San Francisco Bay Area Chapter
PMI Great Lakes Chapter
National Association of Women in Construction
Women in Technology International
Colorado Technical University
Stanford University
SLAC National Lab
Unlocking the Blueprint to Construction Excellence: Join us for an immersive online event on Construction Quality Intelligence! Discover the cutting-edge strategies, innovative technologies, and data-driven insights revolutionizing the construction industry. From harnessing AI-powered analytics to enhancing project performance and mitigating risks, this event brings together industry leaders, experts, and visionaries who are shaping the future of construction. Don't miss this opportunity to gain invaluable knowledge, network with like-minded professionals, and pave the way to unparalleled quality in construction. Register now and embark on a journey towards smarter, safer, and more efficient construction practices!
Discussion Panelists
Ed Caldeira
Al Mummar
Jeff Carmichael
David Leighton
Learning and Sharing...
Novade
The construction sector is starting to adopt artificial intelligence (AI) and benefit from the technology’s ability to take past data sets and anticipate the future. Think safer workplaces and better procurement models. However, at the same time, the technology is presenting construction businesses with some new dilemmas. With more information comes more responsibility.
Construction Philosophy
Globally, individuals and businesses spend over trillions of dollars every year on construction-related activities. Given the pace of urbanisation, the spending on construction activities can only grow.Given the acute resource constraints that humanity experiences today, much of this spending would have to be channelised to new technologies, materials and processes that would help save on time and cost.
AI in Construction
Artificial intelligence (AI) plays a crucial role in supporting construction projects at all stages, from planning and design to management and safety. Implementing AI-based construction solutions offers several advantages, including risk mitigation, smart project management, and improved job site security. AI has made a significant impact across various industries, and the construction sector is beneficial.
Future of AI Engineering
Sample Curriculum
University of Pennsylvania
Students earning a B.S.E. in AI are uniquely prepared to meet today’s rapidly growing need for cutting-edge AI engineers.
A roadmap tailored to a Performance Quality Assurance role as a “Human and Organizational Performance” thought leader aiming to leverage AI to enhance Operational Excellence in Facility Management:
- Foundational Understanding:
- Start by gaining a solid understanding of AI concepts and terminology. Familiarize yourself with basic AI techniques, such as machine learning, deep learning, and neural networks. You can utilize online courses, textbooks, or introductory tutorials to build this foundation.
- Recommended courses: CIS 1100: Python Programming, CIS 1200: Programming Languages, CIS 1210: Data Structures (for basic programming skills), CIS 4210: Introduction to Artificial Intelligence (for foundational AI concepts).
- Signal Processing and Analysis:
- Given your focus on Facility Management, understanding signal processing techniques will be valuable for analyzing various data sources within facilities. This includes sensor data, IoT devices, and other monitoring systems.
- Start with ESE 2100: Dynamic Systems for an introduction to signals and systems analysis. Then, move on to ESE 2240: Signal and Information Processing for more advanced techniques in digital signal processing and information extraction.
- Optimization Techniques:
- Optimization methods are crucial for enhancing operational efficiency in Facility Management. Learning about optimization can help in resource allocation, scheduling, and decision-making processes.
- Begin with ESE 3040: Optimization to understand mathematical optimization techniques. Focus on linear optimization and convex optimization, which are particularly relevant to Facility Management applications.
- Control Systems for Automation:
- Control theory plays a vital role in automating processes within facilities. Understanding control systems will help you design and implement automated solutions for improving operational efficiency.
- Take ESE 5050: Control Systems to learn about classical and modern control theory. Additionally, ESE 4210: Control for Autonomous Robots can provide insights into applying control theory to autonomous systems within facilities.
- Machine Learning and AI Applications:
- Explore machine learning techniques and AI applications relevant to Facility Management. This includes predictive maintenance, anomaly detection, energy optimization, and space utilization forecasting.
- Start with ESE 3600: Tiny Machine Learning to understand the implementation of machine learning algorithms on resource-constrained devices, which can be relevant for IoT applications in facilities.
- Continue with ESE 5140: Graph Neural Networks to learn about advanced AI techniques for analyzing interconnected data, which can be useful for modeling complex relationships within facilities.
- Cloud Computing and Scalability:
- Gain knowledge of scalable computing and cloud technologies to effectively manage and analyze large volumes of data generated within facilities.
- Enroll in NETS 2120: Scalable and Cloud Computing to understand the principles and architectures behind scalable computing systems, including cloud-based solutions.
- Ethical and Trustworthy AI:
- Given the increasing use of AI in decision-making processes, it’s crucial to consider ethical implications and ensure the trustworthiness of AI systems.
- Complete CIS 7000: Trustworthy AI to explore ethical considerations, fairness, transparency, and accountability in AI applications. Apply these principles to your AI initiatives in Facility Management to ensure responsible and ethical use of technology.
- Integration and Implementation:
- Finally, focus on integrating your newly acquired knowledge into your role as a thought leader in Human and Organizational Performance. Identify opportunities within Facility Management where AI and data-driven approaches can drive operational excellence.
- Collaborate with data scientists, engineers, and facility managers to develop and implement AI-driven solutions. Utilize your understanding of AI concepts, signal processing, optimization, and control systems to design tailored solutions that address specific challenges in Facility Management.
FAQ
What is the purpose?
The purpose of the meeting is to provide an immersive online event focused on Construction Quality Intelligence. It aims to showcase cutting-edge strategies, innovative technologies, and data-driven insights that are revolutionizing the construction industry. The meeting brings together industry leaders, experts, and visionaries to discuss topics such as harnessing AI-powered analytics, enhancing project performance, and mitigating risks. Additionally, the meeting provides an opportunity for participants to gain invaluable knowledge, network with like-minded professionals, and pave the way for unparalleled quality in construction practices.
Where are the events?
Visit this page and our future events at https://cqm.us/events for more information.
What is expected?
Participants can expect to:
- Gain insights into cutting-edge strategies and innovative technologies shaping the construction industry.
- Learn about the latest advancements in AI-powered analytics and their applications in construction.
- Discover data-driven insights for enhancing project performance and mitigating risks.
- Network with industry leaders, experts, and visionaries in construction and technology.
- Explore opportunities for collaboration and partnerships.
- Register to attend the event and embark on a journey towards smarter, safer, and more efficient construction practices.
How Can I Participate?
It’s open and free to all, sign up at https://cqm.us/join