AI and Data Lakes Transform Alarm Management Systems

ARC Advisory Group’s recent research reveals that the rise of AI and data lake architectures has significantly transformed how alarms are managed, interpreted, and acted upon. The growing recognition of the value of data from industrial control systems has led to a significant shift in how alarm management challenges are being addressed. Traditionally, alarm management relied heavily on manual configuration, reactive maintenance, and limited data analysis. However, the integration of control system data into centralized repositories like data lakes has opened new possibilities for advanced analytics. These data lakes store vast amounts of time-series, event, and process data that can be mined to identify alarm patterns, root causes, and system inefficiencies.

"Industrial IoT links sensors, devices, and software systems to enable real-time monitoring, automation, and optimization in different industrial sectors. By using AI technologies with Industrial IoT-based alarm management systems, decision making and automation have improved. AI algorithms can handle large data, find complex patterns, and make smart predictions or suggestions. Combining AI capabilities with alarm management systems is helping organizations achieve more accurate alarm ranking, automated response actions, and adaptive alarm limits. Regulatory concerns are also compelling organizations to invest in advanced alarm management solutions. These systems not only help ensure regulatory compliance but also contribute to operational reliability, safety performance, and reduced risk of process upsets,” according to Mark Sen Gupta, Research Director and key author of ARC's Alarm Management Market Research.

Alarm Management Market Trends

In addition to providing detailed competitive market share data, the research also addresses key market trends as follows:

  • Third-party Specialists Have Emerged
  • Digitalization
  • Continuous Improvement Initiatives for Alarm Management
  • Users More Receptive to Alarm Management
  • Drive for Standardization

Leading Suppliers to the Alarm Management Market Identified

In addition to providing specific market data and industry trends, this ARC market research also identifies and positions the leading suppliers to this market and provides and summarizes their relevant offerings. An alphabetical list of key suppliers covered in this analysis includes: ABB, Emerson Automation Solutions, Hexagon, Honeywell, TiPS.

About the Alarm Management Research

Alarm Management Historical Trends

The Alarm Management research explores the current and future market performance and related technology and business trends and identifies leading technology suppliers. This new research is based on ARC’s industry-leading market research database, extensive primary and secondary research, and proprietary economic modelling techniques. The research includes competitive analysis, five-year market forecasts, and eight years of historical analysis. The research segmentation includes World Region, Revenue Category, Industry, Customer Type, Sales Channel.
 

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