Home Audience Developers Open Source Tools That Assist Industry 5.0

Open Source Tools That Assist Industry 5.0

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Unlike Industry 4.0, Industry 5.0 integrates human expertise with AI. There are quite a few open source libraries that can be used for this new global system.

Industry 5.0 focuses on human-centric machine collaboration with artificial intelligence (AI) to enable real-time upgrades in a system. It does not replace human expertise but includes it so that better and effective AI robotic environments can be developed and deployed as per local needs.

Table 1: Industry 5.0 vs Industry 4.0 in the context of robotic surgery

Aspect and integration feature Industry 5.0 Industry 4.0
Role Human guidance Automation
Control Surgeon driven Machine driven
AI Decision support Task execution
Ethics Central Secondary
Outcome Patient well-being Efficiency

 

 Market size of Industry 5.0 (Source: Global Market Insights)
Figure 1: Market size of Industry 5.0 (Source: Global Market Insights)

Industry 4.0 involves complete automation and lacks human interaction. As a result, smart automation and robotic operations sometimes do not fit well in a particular environment. Industry 5.0 fills this gap because human experts and specialists take care of each phase in the robotic AI environment.

Key components of Industry 5.0 are:

  • Adaptive networks
  • Agentic AI
  • Circular economy
  • Cognitive automation
  • Cyber-physical systems
  • Data sovereignty
  • Digital twins
  • Ethical AI
  • Green technologies
  • Human-AI collaboration
  • Human-centricity
  • Industrial IoT
  • Mass customisation
  • Personalised production
  • Resilient systems
  • Secure connectivity
  • Smart factories
  • Sustainable manufacturing
  • Trustworthy AI with human expertise
  • Workforce augmentation

Major applications of Industry 5.0 include 5G-enabled factories, AR-VR assisted operations, Industry 5.0 education labs, adaptive supply chains, aerospace production optimisation, climate-adaptive farming, demand forecasting, digital twins, digital workforce training, edge AI systems, energy optimisation, ethical AI deployment, explainable AI, food traceability, green factories, healthcare manufacturing, human well-being analytics, industrial cybersecurity, intelligent inventory management, last-mile optimisation, low-latency industrial networks, mass customisation, medical device personalisation, and mission-critical systems.

Industry 5.0 and AI in an automobile assembly plant
Figure 2: Industry 5.0 and AI in an automobile assembly plant

Table 2: A comparison of Industry 4.0 and Industry 5.0

Aspect Core focus Industry 4.0 Industry 5.0
Vision Human value Smart automation Human-centric
Role Collaboration Machine-driven Human-guided
Technology Intelligence Cyber-physical

systems

Cognitive systems
AI usage Explainability Decision automation Decision support
Workforce Empowerment Skill replacement Skill augmentation
Production Personalisation Mass production Mass customisation
Systems Control balance Autonomous systems Human-in-loop
Sustainability Responsibility Efficiency driven Sustainability driven
Resilience Continuity Optimised flows Adaptive systems
Ethics Trustworthiness Optional ethics Embedded ethics
Data Privacy Centralised data Sovereign data
Networks Safety Connected machines Secure networks

 

The market associated with Industry 5.0, which includes AI, augmented and virtual reality, digital twins, and smart robots, is predicted to grow over 34% between 2024 and 2032.

OpenRemote
Figure 3: OpenRemote
Webots for robotics simulation
Figure 4: Webots for robotics simulation

Table 3: Popular tools for Industry 5.0 and AI integration

Tool Domain Purpose URL
Webots Robotics Simulation cyberbotics.com
ROS Robotics Control ros.org
Gazebo Robotics Testing gazebosim.org
SUMO Simulation Mobility eclipse.org/sumo
OpenRemote IoT Integration openremote.io
Eclipse Ditto Twins Modelling eclipse.org/ditto
TensorFlow AI Learning tensorflow.org
PyTorch AI Training pytorch.org
Hugging Face LLMs NLP huggingface.co
KNIME Analytics Pipelines knime.com
Apache Kafka Streaming Messaging kafka.apache.org
Eclipse Mosquitto IoT Messaging mosquitto.org

Industry 5.0 and AI integration

Industry 5.0 integrates AI with a preference for human inputs. Industry 4.0 involves complete automation for mass production, but since it does not focus on human feedback the outcomes are not reliable and are unacceptable in many cases. In Industry 5.0, AI is engaged to assist human experts rather than replace them. These experts take care of each phase of the Industry 5.0 process for a better and reliable final product.

Here’s a brief description of two popular open source tools used for Industry 5.0.

OpenRemote

https://openremote.io/

OpenRemote is a powerful platform for smart automation and the Internet of Things (IoT). Its features include rule behaviour analytics, drag and drop interfaces, smart automation, data visualisation, integration with various services, and workflows.

Webots

https://cyberbotics.com/

Webots is a powerful and multi-featured robot simulator under free and open source distribution. This multi-platform software application can be used for robot simulation for Industry 5.0 applications in domains like pharmaceutical quality control, precision farming, predictive maintenance, real-time supply visibility, remote monitoring, resilient production systems, secure Industrial IoT (IIoT), skill augmentation platforms, smart agriculture, smart construction, smart logistics, smart and sustainable manufacturing, trust-centric systems, virtual factories, warehouse automation, waste minimisation, worker safety monitoring, and zero-defect manufacturing.

 Bundled demos and samples on Webots
Figure 5: Bundled demos and samples on Webots

Webots can be installed on multiple platforms for real-world industrial applications. Detailed documentation, user guide and the reference manual are available on its official portal.

In the era of generative AI and Industry 5.0 we need effective and high-performance platforms. Research and development activities become quite easy and effective by using free and open source tools that integrate AI and Industry 5.0 modules.

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The author is the managing director of Magma Research and Consultancy Pvt Ltd, Ambala Cantonment, Haryana. He has 16 years experience in teaching, in industry and in research. He is a projects contributor for the Web-based source code repository SourceForge.net. He is associated with various central, state and deemed universities in India as a research guide and consultant. He is also an author and consultant reviewer/member of advisory panels for various journals, magazines and periodicals. The author can be reached at kumargaurav.in@gmail.com.

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