Systems Thinking in Engineering [Visual Explainer]

What is Systems Thinking in Engineering?

Systems thinking is a versatile approach that can be applied to just about any discipline. In engineering, it’s about understanding how the components of a system interact with each other and identifying points to ensure parts work together seamlessly.

The systems thinking approach’s principles in engineering:

Holistic viewpoint

Consider the entire system, understanding how it works as a whole, how its components interact, and how changes or issues affect the system in its entirety.

Interconnectedness

Consider how different components interact.

Feedback Loops

Identify and understand feedback loops for maintaining stability and improving system performance.

Dynamic Nature

Consider that systems are dynamic and evolve over time, which must be accounted for in any physical or virtual system.

Causality

Avoid simplistic cause-effect thinking, seeking to better understand potential unintended consequences of design choices and engineering changes.

Leverage Points

Identify quick wins where small changes could have a big positive impact to the entire system.

Integrations

Emphasize integrating subsystems and components to ensure parts and components work as seamlessly as possible.

Continuous Improvement

Leverage processes where systems are continuously tested, evaluated, and improved iteratively.

Longview

Consider long-term impacts and sustainability of engineering choices to design systems that are efficient, scalable and environmentally friendly for the entire system lifecycle.

Notable Moments in Systems Thinking History

  • 1930s: Austrian biologist Ludwig von Bertalanffy formulates General Systems Theory, laying the groundwork for systems thinking years later.
  • 1948: American mathematician and computer scientist Norbert Wiener publishes Cybernetics: Or Control and Communication in the Animal and the Machine, influencing what would become systems thinking.
  • 1940s: WWII drives a system approach due to the complexity of military projects.
  • 1950s-70s: The Space Race between the United States and the former Soviet Union to master spaceflight necessitates comprehensive system design and system integration.
  • 1970s-80s: Technology systems grow quickly in complexity, requiring a systems approach in engineering at scale across sectors. During this time, systems thinking becomes formalized as universities begin offering courses on it.
  • 1990s-2000s: Proliferation of computer-aided systems engineering tools become increasingly advanced as the systems approach becomes more tightly integrated with other disciplines.

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The expected compound annual growth rate is nearly 40 percent. 

Digital twins are virtual replicas of real-life entities that provide deep insights for predicting and optimizing performance across sectors. 

Allied Market Research says the automotive and transportation are especially driving demand, aiming to develop more efficient and innovative vehicles. 

Asia-Pacific is expected to be the fastest growing region, accordion gto the research, with strong economic growth necessitating automation with significant investments in Internet of things and smart technology. 

The previous digital twin roundup: https://youtu.be/ZdNbOXb1yGA?si=wVPPnR3h_p4WF20Z

Digital Twin 100 Year Timeline: https://youtu.be/7PQdAebY5FI?si=3s1ZNdM2ZEVvXVj6

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The global digital twin market is set for meteoric growth with one region in particular driving adoption.

0:00 Introduction to the Digital Twin Market
1:14 Digital Twins in Olympic Swimming Training
2:58 US Government's Strategic Plan for Digital Twin Technology
4:45 Solar Cell Digital Twins for Rapid Production
6:20 GR1 Humanoid Robot and Digital Twin Integration
8:47 Xiaomi's Fully Automated Smart Factory
10:10 Nvidia's PlaMo Technology for Humanoid Movements
11:08 Dell and Nvidia's AI Factory
12:53 Siemens and Microsoft's Digital Twin Language Collaboration
13:53 Gillette Stadium's Digital Twin Transformation
14:53 Porsche's Digital Twins for EV Batteries

According to a new report from Allied Market Research, the digital twin market will rise from $6.5 billion in 2021 to $125.7 billion by 2030.

The expected compound annual growth rate is nearly 40 percent.

Digital twins are virtual replicas of real-life entities that provide deep insights for predicting and optimizing performance across sectors.

Allied Market Research says the automotive and transportation are especially driving demand, aiming to develop more efficient and innovative vehicles.

Asia-Pacific is expected to be the fastest growing region, accordion gto the research, with strong economic growth necessitating automation with significant investments in Internet of things and smart technology.

The previous digital twin roundup: https://youtu.be/ZdNbOXb1yGA?si=wVPPnR3h_p4WF20Z

Digital Twin 100 Year Timeline: https://youtu.be/7PQdAebY5FI?si=3s1ZNdM2ZEVvXVj6

#digitaltwin #digitaltransformation #technology #technews #techtrends #ainews #artificialintelligence #iiot #industry40 #smartmanufacturing #asiapacific #digitalengineering #digitaltools #predictivemaintenance #predictiveanalytics #predictivemodeling

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The humanoid robotic market is evolving at breakneck speed. It’s nearly impossible for anyone to keep up with the nonstop advancements and announcements. The following are some of the most notable recent developments. Remember to subscribe to stay up to speed, and use the comment section to suggest robots for future roundups.

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0:00 Introduction
0:22 GR-1 General Purpose Humanoid Robot Improvements
1:20 Teaching Unitree H1 General Purpose Humanoid Robot to Dance
2:15 About Unitree Robotics H1
2:41 JR West Giant Humanoid Robot for Japan Railway Maintenance
3:21 Nvidia's PlaMo (Plan and Move) for Realistic Humanoid Movements
4:50 Shanghai's Governance Guidelines for Humanoid Robots
5:49 Nio Tests Kuavo Humanoid for EV Manufacturing
6:40 China's Open-Source Humanoid Robot
7:25 Figure 1 Humanoid Robot Starts at BMW
8:06 Apollo Humanoid Robot Deployed for GXO Logistics
8:47 Sanctuary AI Secures AGI Funding
9:27 Ex-Robots Hyper Realistic Robots
10:19 Brain Chip Technology Brings Human Robot Hybrids Closer to Reality
10:57 Human Tissue Attached to Robot Face
11:30 Empathetic Humanoid Robot
12:10 Tesla's Optimus Humanoid Robot Starts Factory Work
13:54 HumanPlus Boxing Robot
14:42 Japanese Driving Robot
15:21 XBot L Climbs the Great Wall of China
16:01 1X Technology's Eve Humanoid Robot
16:40 Conclusion

The humanoid robotic market is evolving at breakneck speed. It’s nearly impossible for anyone to keep up with the nonstop advancements and announcements. The following are some of the most notable recent developments. Remember to subscribe to stay up to speed, and use the comment section to suggest robots for future roundups.

#humanoidrobot #humanoid #tesla #optimus #nvidia #robot #robots #robotics #artificialintelligence #ainews #techtrends #futuretech #futuretechnology

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1:00 - Nio's Testing of Quavo with Huawei's Harmony OS
2:05 - Hyperrealistic Robots by EX Robots
2:56 - National Local Joint Humanoid Robot Innovation Center's King Long
3:41 - Human Stem Cell Brain in Robots by Tianjin University
4:19 - Emotional Humanoid Robot by Fudan University
5:02 - XL Climbing the Great Wall by Robot Era
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An array of humanoid robots were showcased during the conference, including the Unitree Robotics H1, a Chinese full-size general purpose humanoid robot capable of running as well as Tesla’s Optimus.

The guidelines emphasize the need for a reliable industrial supply chain and the integration of robotics across sectors where humans currently perform dangerous tasks.

Humanoid robots took center stage at the AI conference as China aggressively aims to take over the humanoid robotic market.

By 2025, the Chinese government wants to mass produce humanoid robots by nurturing a few large-scale companies, creating a cluster of specialized small and medium-sized enterprises, and fostering industrial hubs dedicated to humanoids.

The following are just some of the latest developments in Chinese humanoid robotics.

Remember to suggest robots that should be included in future roundups.

#humanoidrobot #humanoid #unitree #china #robots #robotics #industry40  #technews #techtrends #waic #futuretech #futuretechnology #ainews #artificialintelligence #airobot #airobots

Shanghai released China’s first governance guidelines for humanoid robots during the 2024 World Artificial Intelligence Conference.

0:00 - Introduction and Overview
0:03 - Shanghai's Governance Guidelines for Humanoid Robots
1:00 - Neo's Testing of Quavo with Huawei's Harmony OS
2:05 - Hyperrealistic Robots by EX Robots
2:56 - National Local Joint Humanoid Robot Innovation Center's King Long
3:41 - Human Stem Cell Brain in Robots by Tianjin University
4:19 - Emotional Humanoid Robot by Fudan University
5:02 - XL Climbing the Great Wall by Robot Era
5:37 - Conclusion and Call for Suggestions

An array of humanoid robots were showcased during the conference, including the Unitree Robotics H1, a Chinese full-size general purpose humanoid robot capable of running as well as Tesla’s Optimus.

The guidelines emphasize the need for a reliable industrial supply chain and the integration of robotics across sectors where humans currently perform dangerous tasks.

Humanoid robots took center stage at the AI conference as China aggressively aims to take over the humanoid robotic market.

By 2025, the Chinese government wants to mass produce humanoid robots by nurturing a few large-scale companies, creating a cluster of specialized small and medium-sized enterprises, and fostering industrial hubs dedicated to humanoids.

The following are just some of the latest developments in Chinese humanoid robotics.

Remember to suggest robots that should be included in future roundups.

#humanoidrobot #humanoid #unitree #china #robots #robotics #industry40 #technews #techtrends #waic #futuretech #futuretechnology #ainews #artificialintelligence #airobot #airobots

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