IIT-K convenes workshop on smart sensing, digi intelligence for clean air quality

On April 11, 2026, the Centre of Excellence on Advanced Technologies for Monitoring Air-quality Indicators (ATMAN-CoE) at the Indian Institute of Technology, Kanpur, successfully convened an international workshop titled “Smart Sensing and Digital Intelligence for Clean Air and Good Health” in Pune. This workshop aimed to address one of the most pressing global challenges: air pollution and its adverse effects on public health.

Workshop Overview

The event brought together a diverse group of participants, including leading international experts, policymakers, researchers, industry leaders, and development partners. The primary goal was to deliberate on innovative strategies and technologies to combat air pollution.

Key Highlights

The workshop showcased several cutting-edge advancements in air quality monitoring. These included:

• Hybrid monitoring networks that integrate satellite data with regulatory systems and low-cost sensors.
• Artificial intelligence-driven forecasting and decision-support systems.
• The launch of a Virtual Reality experience of the Mobile Real-Time Source Apportionment (RTSA) Laboratory.
• Demonstrations of indigenous machine learning-integrated particulate matter sensors.

Knowledge Products Released

During the workshop, several important knowledge products were released to support evidence-based policy and implementation efforts. These included:

• A guidebook on Hybrid Air Quality Monitoring Network.
• A practical implementation guide for Dynamic Hyperlocal Air Quality Source Apportionment (DHSA).
• A policy brief on a data-driven framework for air quality management in Lucknow and Kanpur.
• A policy note addressing Bihar’s household energy transition.

Inaugural and Keynote Addresses

The workshop featured inaugural and keynote addresses by distinguished leaders from government institutions, research organizations, and international bodies. These speakers emphasized the importance of:

• Integrated, data-driven, and scalable solutions to tackle air pollution.
• Addressing air quality challenges in rapidly urbanizing regions such as India.

Thematic Panel Discussions

The event included a series of thematic panel discussions that provided a platform for in-depth dialogue on critical issues related to air quality governance and technology. Key topics discussed included:

• The role of public awareness and open data in shaping effective air quality policies.
• The need for cross-sectoral integration across transport, energy, and health systems.
• The importance of international knowledge exchange, ranging from satellite-based monitoring to street-level sensing technologies.

Significance of Global Collaboration

The discussions underscored the significance of global collaboration, data transparency, and localized interventions in achieving sustainable improvements in air quality. The workshop served as a crucial platform to bridge the gap between research, policy, and implementation by showcasing ATMAN-CoE’s innovations in:

• Large-scale sensor deployments.
• Hyperlocal air quality analytics.
• AI-based forecasting models.
• Digital decision-support systems designed to support governance and policy actions.

Experience Pavilion and Technology Demonstrations

Participants engaged in an Experience Pavilion that featured a series of technology demonstrations. These activities encouraged collaboration and partnerships among stakeholders, fostering a community dedicated to improving air quality management.

Future Implications

The workshop is expected to accelerate the adoption of smart sensing technologies and digital intelligence tools across cities and states in India. By strengthening international cooperation in the field of air quality management, the event reaffirmed IIT Kanpur’s leadership in advancing innovative, scalable, and policy-relevant solutions aimed at achieving cleaner air and improved public health outcomes.

Conclusion

The workshop on smart sensing and digital intelligence for clean air quality at IIT Kanpur marks a significant step towards addressing the global challenge of air pollution. By bringing together diverse stakeholders, the event highlighted the importance of collaboration, innovation, and evidence-based policy-making in achieving sustainable air quality improvements.

Note: This article is based on the information provided and aims to summarize the key aspects of the workshop held at IIT Kanpur.