Vibration Analysis for Predictive Maintenance

Learn how vibration analysis drives predictive maintenance decisions when combined with multimodal sensing, automated diagnostics, and closed-loop execution.

Billy Cassano

Updated in apr 24, 2026

Predictive Maintenance and Condition Monitoring

Learn how predictive maintenance and condition monitoring connect at four operational handoff points to turn real-time asset data into confident maintenance decisions.

Billy Cassano

Updated in apr 24, 2026

Predictive Maintenance in Oil and Gas Operations

Learn how predictive maintenance applies to oil and gas operations, from hazardous-location monitoring to multi-technique diagnostics that drive confident decisions.

Geraldo Signorini

Updated in apr 24, 2026

Bearing Condition Monitoring Explained

Learn how bearing condition monitoring combines vibration, ultrasound, and temperature data to drive confident maintenance decisions and prevent unplanned failures.

Billy Cassano

Updated in apr 24, 2026

How Types of Maintenance Impact Manufacturing

Explore how each type of maintenance management shapes daily decisions for plant managers, reliability engineers, and technicians in manufacturing operations.

Michael Smith

Updated in apr 24, 2026

4 Roles to Master Root Cause Analysis Discipline

Most RCA programs fail at follow-through, not methodology. See what root cause analysis demands as a management discipline across industrial maintenance roles.

Geraldo Signorini

Updated in apr 24, 2026

How Inventory System Types Impact Manufacturing

See how inventory systems management affects plant managers, maintenance teams, reliability engineers, and technicians differently and where the gaps cost most.

Billy Cassano

Updated in apr 24, 2026

5 Whys Analysis: Actionable Root Cause for Reliability

Most teams know about 5 Whys. But few internalize findings to consistently manage actions. Learn what helps integrate this analysis productively to fuel maintenance decisions.

Michael Smith

Updated in apr 24, 2026

8 KPIs for Condition-Based Maintenance

8 condition-based maintenance KPIs, organized by role, show whether your CBM program is producing actionable visibility or just collecting sensor data.

Geraldo Signorini

Updated in apr 24, 2026

Decision-Grade Maintenance KPIs for Manufacturing

Maintenance KPIs impact manufacturing when they connect to decisions. Learn how KPI selection, interdependence, and data quality shape operational outcomes.

Billy Cassano

Updated in apr 24, 2026

Predictive Maintenance vs. Preventive Maintenance Over Time

Explore how predictive vs preventive maintenance programs diverge over time across technician effort, parts spend, downtime, and decision confidence.

Michael Smith

Updated in apr 24, 2026

Why Generic Vibration Thresholds Fail Your Rotating Equipment

Learn what motors, pumps, compressors, fans, and gearboxes each demand from a condition monitoring program and where uniform approaches create blind spots.

Michael Smith

Updated in apr 06, 2026

Condition Monitoring for Power Plants

Learn why power plant condition monitoring benefits from diagnostic specificity, criticality-based prioritization, and closed-loop integration between detection and action.

Billy Cassano

Updated in apr 06, 2026

How Condition Monitoring Drives Manufacturing ROI

Learn how manufacturing condition monitoring drives results when it closes gaps to deliver diagnostic clarity, prioritized alerts, and closed-loop maintenance execution.

Michael Smith

Updated in apr 06, 2026

Smart Condition Monitoring with AI

Smart condition monitoring uses AI to automate fault diagnosis, prioritize alerts by asset criticality, and deliver prescriptive repair guidance to maintenance teams.

Billy Cassano

Updated in apr 06, 2026

Tractian Named to the 2026 Inc. Regionals: Southeast List, Ranked #13

This spring, Inc. recognized Tractian on its 2026 Regionals: Southeast list, one of the most competitive rankings of privately held companies in America. Tractian ranked #13 in the Southeast.

Tractian Inc

Updated in mar 31, 2026

2026 Complete Guide to Predictive Maintenance Analytics

Turn condition data into confident maintenance decisions. Learn how predictive maintenance analytics works, from ML diagnostics to automated workflow execution.

Geraldo Signorini

Updated in mar 27, 2026

Condition Monitoring IoT Devices

Condition monitoring IoT devices span eight sensing disciplines. Learn which devices detect which failure modes and how multimodal coverage closes the gaps single-technique programs miss.

Michael Smith

Updated in mar 27, 2026

Boost Throughput with Asset Condition Monitoring Management

Asset condition monitoring management converts equipment health data into prioritized decisions that protect throughput. Learn what separates monitoring from managing.

Billy Cassano

Updated in mar 30, 2026

Oil Condition Monitoring for Early Fault Detection

Oil condition monitoring detects wear, contamination, and fluid degradation before other techniques can. Learn what it reveals and how to turn oil data into action.

Geraldo Signorini

Updated in mar 27, 2026

Top 5 Industrial Condition Monitoring Features

Explore five features that determine whether industrial condition monitoring produces confident maintenance decisions, ranked by their impact on diagnostic accuracy and reliability outcomes.

Michael Smith

Updated in apr 01, 2026

What is Predictive Maintenance IoT?

Learn how predictive maintenance IoT works across four integrated layers, and what separates systems that detect failures from those that tell your team what to do next.

Billy Cassano

Updated in mar 27, 2026

Wireless Vibration Sensors for Oil & Gas

Compare wireless vibration sensors for oil and gas by hazardous certifications, diagnostic intelligence, multi-modal sensing, and maintenance workflow integration.

Michael Smith

Updated in mar 27, 2026

Condition Monitoring in Mining Operations

Learn what mining condition monitoring must deliver across harsh environments, remote sites, and complex equipment to produce trusted maintenance decisions at scale.

Geraldo Signorini

Updated in mar 27, 2026

How to Reduce Downtime in Manufacturing

Most downtime reduction efforts start and stop at the machine level: fix the bearing, update the PM schedule, add a sensor. That is necessary work, but it only addresses part of the problem. The other part lives in the production system itself: a scheduling decision that starves a bottleneck station, a changeover sequence that no one has optimised in three years, a quality hold that stops a line for an hour because there is no process for fast disposition. These losses do not show up as equipme

Luke Bennett

Updated in mar 20, 2026

Best Production Planning and Control Tools

Production plans are only as good as the data behind them. Most manufacturers have the scheduling tools. What they lack is reliable, real-time information about what is actually happening on the floor. This guide covers the main categories of production planning and control tools, what each does well, where each falls short, and what to look for when evaluating your options. It also covers the data problem that quietly undermines most PPC stacks, and how Tractian's Sensor + Software solution ad

Luke Bennett

Updated in mar 20, 2026

Production Optimization: Strategies and Metrics

Most manufacturing plants have significant hidden capacity. The equipment is there, the labor is there, the demand is there. But between unplanned stoppages, slow changeovers, quality rejects, and scheduling gaps, a large share of that capacity never converts to shipped product. Production optimization is the discipline of closing that gap. It is not a single project or a one-time initiative. It is a continuous effort to measure, understand, and improve how a production system uses the resource

Luke Bennett

Updated in mar 20, 2026

What Is Operational Downtime? Causes and Costs

Every minute a machine sits idle, the production schedule slips and costs accumulate. Yet many maintenance and operations teams still lack a clear picture of how much time is actually being lost, and why. Understanding operational downtime, what drives it, how to measure its true cost, and how to systematically reduce it, is the foundation of any serious effort to improve plant performance. What Is Operational Downtime? Operational downtime is any period during which production equipment is

Luke Bennett

Updated in mar 20, 2026

Machine Downtime Tracking: Methods and Metrics

Most plants know they have a downtime problem. Fewer know exactly how big it is, where it comes from, or whether the number on the board reflects reality. Accurate machine downtime tracking is the foundation of any serious improvement effort. Without reliable data, maintenance teams chase the wrong problems, production planners build schedules on assumptions, and OEE scores look better on paper than they do on the floor. What Is Machine Downtime Tracking? Machine downtime tracking is the sys

Luke Bennett

Updated in mar 20, 2026

How to Avoid Machine Downtime: Proven Strategies

Most maintenance strategies are designed to recover from downtime quickly. The better goal is to prevent it from happening at all. This guide covers the upstream conditions that allow machine failures to occur and the practical strategies, tools, and cultural changes that stop them before they reach the production floor. Why Machine Downtime Is Hard to Avoid Downtime does not usually arrive without warning. Most failures develop over days or weeks through gradual degradation: a bearing begin

Luke Bennett

Updated in mar 20, 2026

What Is World Class OEE? Benchmarks and Standards

Most manufacturers know their OEE number. Very few know what it actually means relative to the best in their industry. An 82% OEE at a pharmaceutical plant tells a very different story than the same score at a discrete parts manufacturer. Context is everything. This guide covers where the 85% world-class threshold comes from, how benchmarks vary by industry, what each OEE component needs to hit, and why chasing 85% can sometimes be the wrong goal. What Is World Class OEE? World class OEE is

Luke Bennett

Updated in mar 20, 2026

What is OEE in Manufacturing?

Most plants produce far less than their equipment is capable of delivering. The gap between theoretical capacity and actual output is measurable, and Overall Equipment Effectiveness (OEE) is the metric that makes that gap visible. OEE combines three factors into a single percentage that tells you how efficiently a machine or production line is being used during planned production time. A low score pinpoints where you are losing output. A rising score confirms your improvement efforts are workin

Luke Bennett

Updated in mar 20, 2026

OEE in Production: Measurement and Improvement

Production managers can tell you their output numbers. Fewer can tell you why those numbers fall short of what the equipment is theoretically capable of delivering. That gap is the production measurement problem, and it is the reason Overall Equipment Effectiveness became the industry standard metric for manufacturing performance. OEE puts a single number on how well production equipment is being used relative to its full potential. It captures not just whether machines are running, but whether

Luke Bennett

Updated in mar 20, 2026

OEE for Equipment: Tracking Machine Performance

Plant-level OEE gives you a number. Equipment-level OEE tells you which machine is responsible. When a production line falls short of its target, the cause is rarely the whole line at once. It is almost always one asset: a pump cycling through micro-stops, a CNC spindle running below programmed speed, a conveyor producing rejects at the tail end of a shift. Without measuring overall equipment effectiveness at the individual machine level, you are averaging away the signal you need to act on. T

Luke Bennett

Updated in mar 20, 2026

Key Benefits of OEE for Manufacturers

Most manufacturers already track output and downtime separately. The problem is that separate numbers rarely tell the same story. One team celebrates throughput while another is buried in unplanned stoppages, and nobody agrees on what to fix first. Overall Equipment Effectiveness solves this by combining availability, performance, and quality into a single score. That score does not just describe what happened on your floor; it tells you exactly where to look and what to do next. What Is OEE?

Luke Bennett

Updated in mar 20, 2026

How to Reduce Equipment Downtime: Proven Strategies

Every hour of unplanned downtime carries a cost in lost production, idle labour, emergency parts, and missed deliveries. The question is not whether your equipment will stop; it is whether you are managing that risk or just reacting to it. This guide covers the real cost of equipment downtime, the most common causes, and the proven strategies maintenance and operations teams use to drive it down. What Is Equipment Downtime? Downtime is any period when a machine or production line is not oper

Luke Bennett

Updated in mar 20, 2026

Guide to OEE Tracking and Core Metrics

Most manufacturers know their OEE number. Very few trust it. The problem is not the metric. The problem is how the data gets collected. When operators log start times, stop times, and reject counts by hand, the number you report on Monday reflects what people remembered to write down, not what the equipment actually did. Shift handovers get rounded. Small stops go unrecorded. The result is an OEE score that looks reasonable but cannot drive real improvement. This guide covers what OEE tracking

Luke Bennett

Updated in mar 20, 2026

G2 Spring 2026 Reports: Tractian Named Leader in Industrial IoT for Maintenance and Production Excellence

In the Spring 2026 G2 Reports, Tractian earned top placements across several critical categories, including Leader status in Industrial IoT.

Tractian Inc

Updated in mar 17, 2026

Guide to Choosing a Condition Monitoring Platform

Evaluate condition monitoring platforms based on diagnostic depth, data quality, multi-modal sensing, scalability, and integration with maintenance execution.

Michael Smith

Updated in mar 17, 2026

Condition Monitoring Tools and How They're Used

How vibration analysis, ultrasonic monitoring, oil analysis, thermography, and electrical monitoring tools can be combined to deliver high-quality, decision-grade detection.

Billy Cassano

Updated in mar 17, 2026