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Browse by topic Maintenance Strategy
138Data & Connectivity97Control Valves88APM Studio & Platform86AI, ML & LLMs44Servitization & Business Case37FMEA, Bowtie & Risk34Pumps & Rotating Equipment33Alarms & Diagnostics32Energy & Sustainability29Digital Twin, DPP & AAS27Company News11P&ID & Process Insights6Heat Exchangers & Process5
Learn how a clean-condition baseline helps measure heat exchanger performance, detect fouling, track degradation, and set meaningful maintenance thresholds.
What “good” looks like: setting a clean-condition baseline and why it matters Read Post »
Pressure drop is usually treated as a cost to minimise. Normalised for flow, it becomes a second health signal that catches restrictive fouling.
Pressure drop as a diagnostic signal, not just a nuisance Read Post »
Outlet temperature shows how a heat exchanger behaves today, not how healthy it is. UA gives a load-independent signal from existing instrumentation.
Fouling isn’t one problem. What builds up on a heat exchanger surface depends on what flows through it, how hot the surface runs and how the fluid moves.
Fouling 101: the main mechanisms — and why each behaves differently Read Post »
A heat exchanger rarely fails dramatically. It declines slowly and expensively as a thin film of deposit builds on its surfaces.
Notes from PHM Europe 2026 in Oslo, and presenting ACE – Automating Causal Extraction – a Master’s thesis on LLMs for bowtie generation.
Reflections from PHM Europe 2026 – Industrial AI Beyond the Model Read Post »
What two of 2026’s big AI reports reveal about predictive maintenance: why models advance faster than adoption, and why data quality is the bottleneck.
What Two Recent AI Reports Mean for Predictive Maintenance Read Post »
How Process Insights turns FMEA spreadsheets into interactive bowtie diagrams, helping engineers visualise risk, spot gaps and track changes.
The Bowtie You Never Had Time to Build Read Post »
The new features in Control Valve App V3.0: redesigned dashboards, annotations, priority profiles and better tools for valve monitoring.
Control Valve App V3.0: A Smarter, Clearer Way to Monitor Your Valves Read Post »
How Process Insights turns static P&IDs into interactive, searchable systems so engineers can trace assets and find connections quickly.
The P&ID Has the Answer. Getting It Out Is the Problem. Read Post »
P&IDs are graphs pretending to be pictures. How computer vision and LLMs turn static drawings into systems engineers can actually query.
From Static Diagrams to Living Systems: Making P&IDs Queryable with LLMs Read Post »
Discover how APM Studio V6 uses AI to connect engineering data, improve workflows, and make industrial asset information easier to understand and use.
APM Studio Version 6: APM Engineering, Reimagined Read Post »
Control valves fail quietly. How continuous cloud analytics on AVEVA CONNECT catches degradation while it is still cheap to fix.
Proactive Control Valve Maintenance with AVEVA CONNECT & UReason Read Post »
Learn how the Asset Administration Shell (AAS) enables digital asset identities, improves interoperability and supports smarter asset management.
The Digital Twin Backbone: How AAS Is Winning Over the Industry Read Post »
A technical eBook on ACE (Automating Causal Extraction), a framework using Large Language Models to generate Bowtie diagrams from FMEA documentation.
ACE: LLM-Based Bowtie Diagram Generation from FMEA – eBook Read Post »
Discover why cloud-native control valve analytics outperform on-prem systems with faster deployment, lower costs, and scalable insights across multiple sites.
Why Cloud-Native Control Valve Analytics Will Outperform On-Prem Solutions Read Post »
Why a central Digital Product Passport registry is key to ESPR compliance, enabling product data access, verification and interoperability.
Where’s the Shelf? The Search for a Central DPP Registry Read Post »
Learn how AVEVA PI and AVEVA CONNECT enable the UReason Control Valve App to transform control valve sensor data into actionable insights.
From Sensor to Insight: How AVEVA CONNECT Powers the UReason Control Valve App Read Post »
Discover how Digital Product Passports empower the process industry by delivering structured asset data, improving maintenance, safety, and digital integration.
The Digital Edge: How Digital Product Passports Empower Process Industry Read Post »
Learn how AVEVA Communities ensure secure collaboration with role-based access, full auditability, and complete data ownership control.
The Power of AVEVA Communities Read Post »
Unlock the value of AVEVA PI data with AVEVA CONNECT. Learn how secure cloud access and smarter analytics drive better industrial insights.
What OEMs need to know about the EU’s ESPR requirements, Digital Product Passports, and how to prepare early for compliance and commercial value.
What OEMs Need to Know About the EU’s ESPR Requirements Read Post »
The EU’s Ecodesign for Sustainable Products Regulation sets the foundation for circular products – with major implications for asset owners and OEMs.
Ecodesign for Sustainable Products Regulation Read Post »
As LLMs grow more capable, the gap between vague and well-structured prompts matters more – especially in safety-critical tasks where accuracy counts.
Why Prompt Engineering Still Matters in the Age of Advanced LLMs? Read Post »
A quick comparison of three pipelines (RAG, OCR and Dual LLM) shows how each transforms different types of FMEA data into automated Bowtie diagrams.
Three Pipelines, One Goal: Comparing Bowtie Diagram Generation Methods Read Post »
Large Language Models can turn time-consuming FMEA documents into automated Bowtie diagrams, making risk analysis faster and more consistent.
From FMEA Tables to Bowtie Diagrams: How LLMs Are Changing Failure Analysis Read Post »
This collaboration shows how UReason supports smarter maintenance through industrial visualization, combining 3D scans, asset data, and live insights.
UReason Joins Forces with FCoE, Smart AIS & Samp to Build a Smarter Flow Facility Read Post »
Discover how change management and continuous data help teams shift from reactive to predictive maintenance—boosting reliability and cutting costs.
Change Management in Organizations: Becoming Data-Driven Read Post »
Download UReason’s free guide to digital servitization and discover how OEMs are turning products into scalable, service-driven business models.
UReason’s Guide to Digital Servitization Read Post »
Explore APM Studio demos and see how real-time monitoring, predictive insights and interactive dashboards can optimise your asset performance.
APM Studio Interactive Demos Read Post »
APM Studio’s built-in security: role-based access control, encryption, secure authentication and compliance with ISO 27001 and IEC 62443.
APM Studio’s containerised architecture deploys real-time analytics anywhere – on-chip, at the edge, on-premises or in the cloud.
Run Anywhere On-Premise or in the Cloud Read Post »
Headless deployment lets you embed APM Studio’s real-time analytics, machine learning and condition monitoring into your own branded applications.
White Label Your Solution Read Post »
Built-in alarm and event management uses Complex Event Processing to detect and correlate critical conditions, so operators see only relevant insights.
Built-In Alarm & Event Management Read Post »
Customisable web-based dashboards with real-time data and asset cards, plus an open API for integration with Power BI, Grafana and other tools.
Visualize in Web-Based Real-Time Dashboards Read Post »
APM Studio integrates with EAM, CMMS, SCADA and DCS systems through AMQP, MQTT and microservices, for real-time data exchange and event handling.
Integrate to External Systems Easily Read Post »
APM Studio turns real-time data into action with integrated scripting, AI models, Bowtie risk assessments, and automated workflows in a scalable platform.
Built for scale: Class/Object models, automatic replication, horizontal scaling and native support for MongoDB and QuestDB as data volumes grow.
APM Studio connects to PLCs, control systems, cloud platforms and databases using OPC UA, MQTT, Modbus and REST APIs – no complex setup required.
Data Connectivity Made Easy Read Post »
The Control Valve App exposes diagnostic data via CSV export and a REST API, ready for custom dashboards and predictive maintenance workflows.
Leveraging Control Valve App Data for Custom Visualizations and Integrations Read Post »
Servitization integrates services with products, creating value through product-, use-, and result-oriented models that drive revenue and customer satisfaction.
Servitization Models Read Post »
APM Studio enhances technical field services by enabling digital asset servitization for proactive maintenance, efficiency, and scalable service delivery.
The smiling curve shows where value sits – in R&D and after-sales services rather than low-margin manufacturing. How servitization builds on that.
The Smiling Curve of Servitization Read Post »
Drive-specific APM Studio demos: see how real-time monitoring, predictive insights and interactive dashboards optimise drive performance.
Drive-Specific APM Studio Demos Read Post »
How APM Studio gives instant visibility into turbine health, with soft sensors for predictive analytics and BowTie-based alarm management.
Monitoring Critical Assets in Real Time Read Post »
Co-developing a digital servitization project takes strategic alignment, clear roles and attention to technical, financial and customer needs.
Digital Servitization: Things to consider in Co-Development! Read Post »
How to use a Lean Canvas for a digital servitization project, with worked examples from the Control Valve App built on APM Studio.
A Lean Canvas for Digital Servitization Projects With an Example Read Post »
Overcome the “Valley of Death” in digital servitization with UReason’s insights and APM-Studio platform—accelerate time to market and protect your IP.
The Valley of Death in Digital Servitization Projects Read Post »
How digital servitization combines products, services and technology to create sustainable growth and lasting customer relationships.
The Business Case for Digital Servitization Projects Read Post »
The EU’s Digital Product Passport legislation and the Asset Administration Shell standard are set to transform industrial asset management.
