
How Machine Learning Improves Predictive Maintenance Systems
In 2025, predictive maintenance is key for efficient operations in manufacturing, energy, transportation, and healthcare. Before, maintenance was done on fixed schedules or after equipment broke down. Now, machine learning helps predict problems early, reducing downtime, cutting costs, and making machines last longer. Machine learning brings unmatched accuracy, adaptability, and automation to maintenance planning by…