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AI-Driven Predictive Maintenance Market to Reach $19.27 Billion by 2032

Growing investments in smart asset management and automation are accelerating the adoption of AI-based predictive maintenance solutions.

Asset Management

27.04.2026

Wärtsilä and Erik Thun Group Strengthen Lifecycle Partnership Across the Fleet

The shipping industry is shifting from transactional services to long-term lifecycle partnerships.

Asset Management

24.04.2026

Horse Powertrain Develops AI Factory Solution for the Automotive Industry

AI Factory supports model training, simulation, digital twins, and other industrial AI applications.

R&D

18.04.2026

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AI “Time Machine” Refines Renewable Energy Forecasting

A new AI-based computational “time machine” provides a more accurate assessment of trends in wind and solar power usage.

R&D

16.04.2026

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Superconductor Breakthrough Could Enable Ultra-Efficient Electronics

A new material design developed in Sweden could bring superconductors closer to practical use in energy-efficient electronics and quantum technologies.

News

26.03.2026

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PARTNER ARTICLES
03.09.2026
Why Equipment Failure Analysis Falls Short Without a Criticality-Driven Asset Strategy
How reliability teams can move from fixing what just broke to protecting what matters most.
3/2026

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LAST ISSUE

  • Rethink your leadership
  • Rethinking Military Maintenance: Why Data Alone Isn’t Enough
  • From Apprentice to Global Innovator
  • Creating Value through Maintenance
  • Circular sludge systems don’t fail on technology—but do on insufficient maintenance
  • The Spanish Maintenance Association at 50: Raising the Strategic Value of Maintenance
  • Maintenance in Pharma: “Basics First” is the key to quality, safety and successful digitalisation
  • Flexible Machines, Reliable Operations?
  • Sensor replaced, Machine restarted: the four words quietly erasing your plant’s memory
  • Competence Strategy: The Missing Piece of Industrial Performance
  • Turning Spare Parts into a Strategic Asset
  • Figuring out Maintenance in a brand-new Industry
  • The Future of Maintenance: Automating Industry’s Last Manual Workflow
  • From Pilots to Impact
  • If Everything Is Critical, Nothing Is: Fixing Asset Criticality at Its Root
  • Machines That Understand Maintenance: How LLMs and RAG Are Rewriting Diagnostics, Troubleshooting, and Field Support
  • When knowledge walks out the door
PARTNER ARTICLES
Why Equipment Failure Analysis Falls Short Without a Criticality-Driven Asset Strategy
PARTNER ARTICLES
Is Your MRO Strategy a Roadmap or Just a “Firefighting” Cycle?

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Topics

  • News
  • Asset Management
  • HSE
  • R&D
  • EFNMS
  • Partner Articles

Magazine

  • Subscribe
  • Editorial archive
  • Read digipaper
  • Media Information

Advertising

  • Sales Director
  • Mr. Otso Aunola
  • otso@maintworld.com
  • Tel. +358 (0) 45 3158233
  • Why advertise

Contact Us

  • Editor-in-chief
  • Mr. Jari Kostiainen
  • jari.kostiainen@kunnossapito.fi
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