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Bluestream Academy

The Maintenance & Reliability Library

40+ in-depth, interactive guides across reliability engineering, rotating and static equipment, maintenance strategy and condition monitoring — plus a cross-linked glossary and standards reference. Free and publicly accessible.

Tool Guides

Deep dives for every tool

Every tool in the Toolbox has its own in-depth guide — methodology, worked examples, common pitfalls, and cross-references to the concept library. All anchored in the standards each tool implements.

Tool 01 · Guide
Criticality Classification
How NORSOK Z-008 structures consequence classification across Safety, Environment, Production, and Cost. Includes the 2024 edition changes, barrier element logic, and a worked example for a feed pump.
NORSOK Z-008:2024 ISO 14224 14 min
Tool 02 · Guide
FMECA
Failure Mode, Effects and Criticality Analysis per ISO 14224. How to read the Annex B codes (ELP, FTS, BRD), how to enter OREDA failure rates, and how severity/probability/detectability combine into RPN.
ISO 14224 OREDA 16 min
Tool 03 · Guide
RCM
The full Reliability-Centred Maintenance decision tree, standards-aligned to SAE JA1011/JA1012 and IEC 60300-3-11. Covers evident vs hidden failure, P-F interval, six task types, and when redesign is compulsory.
SAE JA1011/JA1012 IEC 60300-3-11 18 min
Tool 04 · Guide
Concept Builder
How a completed RCM analysis becomes a deliverable Generic Maintenance Concept. GMC identification, maintenance plan structuring, document format, and what needs to be true before you hand it to a CMMS team.
GMC Library CMMS-Ready 12 min
Tool 05 · Guide
Work Instruction Generator
How a GMC maintenance routine becomes an executable .docx work instruction. Ten-section document structure, ISO 14224 failure-code traceability on every work step, per-step acceptance, inline hazard callouts, and the docx generation pipeline that produces CMMS-ready job plans.
ISO 14224 CMMS Job Plan Docx Output 18 min
Operate · Tool 01 · Guide
Root Cause Analysis
When to use 5-Whys, Fishbone (Ishikawa 6-M), or Fault Tree Analysis — a decision framework, worked examples for each method, common pitfalls, and how to combine them when a single method isn't enough. Anchored in IEC 62740.
IEC 62740 ISO 14224 §C.3 IEC 61025 12 min
Operate · Tool 03 · Guide
Bad Actor / Pareto Analysis
Finding the 20% of equipment that drives 80% of cost. Covers the three Pareto axes (cost, frequency, HSE), cost-basis selection, the 80% cut, and how findings feed into RCA. Includes a step-by-step export walkthrough for Microsoft Dynamics 365 (with SAP PM, Maximo, and other CMMSs to follow).
IEC 62740 §6.3 ISO 14224 Dynamics 365 Pareto 10 min

The 5-Step Workflow

Each tool feeds the next. Criticality drives FMECA, FMECA feeds RCM, RCM produces the maintenance concept, the concept produces the field-ready work instruction. Any tool can also be used standalone.

STEP 01
Criticality
Classify the asset by consequence of failure — drives all downstream decisions.
STEP 02
FMECA
Identify failure modes and rate severity, probability, and detectability.
STEP 03
RCM
Walk the decision tree to select the task type for each failure mode.
STEP 04
Concept Builder
Compile a Generic Maintenance Concept, CMMS-ready, with full traceability.
STEP 05
Work Instruction
Generate an executable .docx work instruction from the concept for a specific asset.
Reliability Engineering

The math behind the decisions

The analytical backbone under the methods above — turning failure history into the numbers that drive strategy. How life data reveals the failure pattern, and how component reliability rolls up into the uptime the business feels. Each built around a live model.

Rotating Equipment

How the machines actually work

Hands-on engineering guides to the rotating equipment behind the maintenance — each built around live interactive models. The seven-part pump series runs from first principles through starting, selecting, driving, sealing and the specialised sealless and vertical machines; the motors and precision tracks cover how they are started, aligned and balanced.

Pumps · Series · Part 1
Pump Engineering: The Complete Guide
A-to-Z pump fundamentals, from "what is a pump" to NPSH and cavitation. The energy/work physics (ρgHQ), the centrifugal-vs-positive-displacement split, reading pump and system curves, the affinity laws, and two interactive models. Beginner to expert in one read.
Fundamentals NPSH & Cavitation Interactive 24 min
Pumps · Series · Part 2
Starting a Centrifugal Pump
Why a radial centrifugal pump is started against a closed discharge valve — minimum power at shutoff. Includes a live interactive model for flow, pressure, brake power and motor current, the correct start-up sequence, and the axial-flow exception where the rule reverses.
Affinity Laws Interactive API 610 11 min
Pumps · Series · Part 3
Pump Selection & Sizing
Choosing the right pump: define the duty point, select around the best efficiency point, avoid the oversizing trap, and combine pumps in parallel and series. Two interactive models — a selection/BEP tool and a parallel-vs-series combining-curves model.
BEP / POR Parallel & Series Interactive 16 min
Pumps · Series · Part 4
VFD vs Throttling: Pump Energy
Why slowing a pump with a variable speed drive saves energy that throttling a valve just burns as heat — the affinity cube law, the static-head caveat that limits it, and a live energy-and-cost model comparing both methods.
Affinity Laws Energy & Cost Interactive 14 min
Pumps · Series · Part 5
Mechanical Seals (API 682)
The pump's most common failure point, explained: the lubricating film between two lapped faces, the closing/opening force balance and PV limit, balanced vs unbalanced seals, and API 682 single/dual arrangements. Two interactives — a face-balance/PV model and a flush-plan selector.
API 682 Flush Plans Interactive 17 min
Pumps · Series · Part 6
Bearings & Lubrication
How bearings carry load on a film of oil — the three lubrication regimes on the Stribeck curve, L10 rating life and the cube-law load penalty, and why ~80% of bearings fail from contamination and lubrication, not fatigue. Interactive Stribeck and L10 models.
Stribeck L10 Life Interactive 16 min
Pumps · Series · Part 7
Specialised Pumps: Sealless & Vertical
Beyond the standard horizontal end-suction machine: magnetic-drive and canned-motor pumps that delete the seal entirely, and vertical turbine and sump pumps for deep sources. The leakage, NPSH and installation trade-offs, with an interactive pump-type selector.
Mag-Drive Vertical Turbine Interactive 15 min
Motors & Drives · Guide 01
Motor Starting Methods
DOL vs star-delta vs soft starter vs VFD. Why an induction motor pulls 6–8× current at start, the current-vs-voltage / torque-vs-voltage-squared trade-off, and two interactive models — an animated starting-current comparison and a torque-vs-speed stall check.
IEC 60034 Interactive VFD 13 min
Rotating Equipment · Precision
Shaft Alignment & Balancing
The proactive cure for the two most common vibration faults — the 1× imbalance and 2× misalignment. The centrifugal-force physics (F = m r ω²), ISO 21940 balance grades, alignment tolerances and laser methods, with an interactive unbalance-force model.
ISO 21940 Laser Alignment Interactive 13 min
Rotating Equipment · Expansion Turbines
Turboexpanders: Making Deep Cold by Doing Work
The expansion turbine at the heart of every air-separation, NGL-recovery and LNG plant. Why extracting shaft work cools a gas far more than a throttle valve, the isentropic-expansion physics, magnetic bearings and brake-compressor loading — with an interactive model that pits a turboexpander against a Joule-Thomson valve on both cooling and recovered power.
Cryogenics Isentropic Δh Energy Recovery Interactive 14 min
Rotating Equipment · Compressors
Compressors: the Map, the Heat, and Surge
A pump for gas — but compressibility changes everything. Positive-displacement vs dynamic machines, the polytropic compression that heats the gas, why staging and intercooling save power, and the centrifugal compressor map with its all-important surge line and anti-surge recycle control. Two interactive models: a live compressor map you can drive into (and out of) surge, and a staging/intercooling optimiser.
Surge & Choke Polytropic Staging Interactive 18 min
Static & Safety Equipment

The vessels, valves and barriers

Beyond the rotating machines — the static equipment that transfers heat and throttles flow, and the safety devices and methods that keep pressure inside the steel. Each built around a live interactive model.

Maintenance · Strategies

Reactive, preventive, or predictive

The three ways to decide when to maintain — fix it after it fails, act before it fails, or use live data to predict and plan. The dividing line is the breakdown: work done before it is preventive (even when a rumble or rising temperature triggered it); work done after it is corrective.

Maintenance · Management

Plan the work, then measure it

The execution layer — how maintenance work actually gets done efficiently and how you know it’s working. The discipline behind Bluestream’s planning and CMMS consulting, where good work management turns directly into uptime and lower cost.

Maintenance · Condition Monitoring

Listen to the machine, act on evidence

The condition-based maintenance (CBM) toolkit — the techniques that measure equipment health while it runs and feed the predictive strategy above. Each is built around a live interactive model.

CBM · Technique 1
Condition Monitoring & Vibration Analysis
What condition-based maintenance is, the P-F curve and inspection-interval rule, the monitoring toolkit (vibration, ultrasound, oil, thermography, motor current), and how to read a vibration spectrum to diagnose imbalance, misalignment, looseness, bearing defects and vane-pass. With an interactive FFT fault-spectrum diagnoser and ISO 10816 severity.
P-F Curve FFT Spectrum ISO 10816 Interactive 16 min
CBM · Technique 2
Oil Analysis & Wear Debris
The machine's blood test: the three questions oil analysis answers, reading wear-metal fingerprints to locate the failing component, and how ISO 4406 cleanliness multiplies bearing life. Interactive wear-metal diagnoser and a cleanliness-vs-life model.
ISO 4406 Wear Metals Interactive 15 min
CBM · Technique 3
Infrared Thermography
Seeing failure as heat: how IR cameras map temperature, why emissivity will fool you, what thermography catches across electrical and mechanical faults, and the ΔT severity criteria. With an interactive thermal-image and ΔT classifier.
Emissivity ΔT Severity Interactive 13 min
CBM · Technique 4
Motor Current Signature Analysis
The motor is its own sensor: analyse the supply current to find broken rotor bars, eccentricity and load faults without touching the machine. The slip-and-sideband physics, dB severity, and an interactive current-spectrum analyzer.
MCSA Rotor Bars Interactive 13 min
CBM · Technique 5
Airborne & Structural Ultrasound
Hearing failure before it is audible: the high-frequency sound of friction, leaks and electrical discharge. The decibel-vs-grease curve behind acoustic lubrication, leak and steam-trap surveys, and an interactive model that finds the exact moment to stop greasing a bearing.
Acoustic Lube Leak Detection Interactive 13 min
Glossary

Every term, one definition

A cross-linked glossary of the terminology the tools and guides reference. Anchor-linkable — share /academy/glossary#p-f-interval directly with a colleague. Used as a reference throughout the tool guides.

View the full glossary
Standards & References

What the Toolbox implements

Every tool in the Bluestream platform is anchored in industry standards. These are the ones that matter — what each one says, and where the tools draw from it.

Getting Started

Account, tokens, and workflow

Common questions about using the platform. Each tool guide has its own FAQ for tool-specific questions.

No. The Academy is publicly accessible without an account or subscription. The Toolbox itself (creating analyses) requires a subscription.

Each AI-assisted operation consumes one token. Starter includes 10 tokens/month, Professional 30, Enterprise 100. Additional tokens can be purchased. Token cost is shown before each operation — you confirm before use.

Both. Data flows forward when you use them sequentially (criticality carries into FMECA, FMECA into RCM), but each tool can be used standalone by entering context manually. Tool 5 (Work Instruction Generator) requires Tool 4 first — everything else is optional.

Your analysis data is stored in your account, not shared with other users, and not used to train AI models. Full details in the Privacy Policy.

Work instruction outputs are .docx files, importable into any CMMS that accepts Word format. Deep compatibility with Microsoft Dynamics 365 Asset Management and Dynaway. Direct API integration is on the roadmap.

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