Skoldern Industrial Dashboard

System: ONLINE

sensors 142 Active Sensors

memory AI Engine: Scanning

sync Last sync: 12s ago

Total Assets

12

8 online · 4 monitored

Fleet Health

72.8%

System avg 2.1% ↓

Active Alerts

7

1 emerg · 3 crit

Critical Assets

3

Require attention

Uptime SLA

99.1%

+0.3% vs target

Equipment Health Trend

Rolling window

Compressor #3

Cooling Pump P-7

Avg Health

Fleet Telemetry — Vibration & Temperature

Rolling window

Avg Vib (mm/s)

Avg Temp (°C)

Avg Health %

LIVE

Machine Status

View all →

CNC-MILL-B1 98.1%

CNC Mill #1

Running

Sp: 2841 rpm Tmp: 68°C

CNC-MILL-B4 31.2%

CNC Mill #4

Alert

Vib: 8.4 mm/s Risk: High

CONV-B2 74.5%

Conveyor B2

Thermal

Tmp: 84°C Drift: +3°C

TX-MAIN-01 99.5%

Main Transformer A

Online

Load: 82% Temp: 55°C

SWG-A1 78.2%

Switchgear Panel

Warning

Cur: 1400A Arc Risk: Med

VFD-DRV-03 96.0%

VFD Drive System

Running

Freq: 50Hz Temp: 42°C

CHLR-01 94.5%

Primary Chiller

Running

Coolant: 6°C Vib: 1.2 mm/s

AHU-ROOF-A 38.4%

Air Handling Unit

Danger

Flow: Low Filter: Blocked

EXH-FAN-04 82.1%

Main Exhaust Fan

Service Due

RPM: 1450 Vib: 4.8 mm/s

psychology

AI Insights

Next scan in 20:00

link

Chain-Reaction Risk

Cooling Pump P-7 anomaly directly linked to upstream vibration instability from Compressor #3. Thermal cascading likely within 4 hours.

Confidence: 62%

warning

Critical Assets

Compressor #3, Cooling Pump P-7 — synchronous intervention required to prevent line halt.

Confidence: 88%

More insights →

Fleet Metrics Breakdown

72.8%

Healthy

Health Warn Crit

65.0%

Load Avg

Active Idle

Sub-client Alerts

Managed facilities status

6 OPEN

Metalex Sp. z o.o.

02 Alerts URGENT

AutoParts Nord

01 Alert WATCHING

Edge Gateway & Sensor Status

IoT Connectivity health

router

Gateway Alpha (Modbus) ONLINE

Latency: 12ms Sensors: 24/24

sensors

Vib-Sensor CNC-04 NOISY SIGNAL

Packet Loss: 2.1%

wifi_off

Gateway Beta (BACnet) OFFLINE

Last seen: 42m ago

CNC Mill #4

crisis_alert

Active Critical Alert

Bearing vibration exceeding threshold — estimated failure within 31 hours. Immediate intervention required.

96% Confidence

Interactive 3D Model

Drag to rotate · Scroll to zoom · Fault location highlighted

FAULT DETECTED

Inner Bearing Race

Machine body

Rotating parts

Fault region

Fail Probability

74%

High Risk

Time to Failure

31h

Estimated

Fleet Health

31.2%

Below threshold

AI Confidence

96%

Model certainty

Sensor Readings

LIVE

Machine Information

AI Recommendations

Health Trend (48h)

Critical: 1

Warning: 2

Normal: 8

No Data: 1

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water_pump

Pump P-04 A

Centrifugal Pump
Warsaw - Hall 4

CRITICAL Bearing Fault

Fail prob 74% · Est. ~18 days to failure

Vibration

8.4mm/s

Temp

74°C

Updated

4m ago

settings

Motor M-11 B

Electric Motor - 45kW
Warsaw - Hall 2

WARNING Lubrication

Dry contact detected · Schedule lube within 7 days

MFCC

0.81

Temp

62°C

Updated

4m ago

air

Compressor C-02

Rotary Screw
Łódź Factory

WARNING Vibration

420 Hz elevated for 3 scans - AI monitoring trend

Vibration

5.8mm/s

Pressure

7.2 bar

Updated

12m ago

wind_power

Turbine T-01

Steam Turbine - 2MW
Warsaw - Hall 1

NORMAL

All parameters nominal - Next check: 500h

RPM

3,000

Temp

340°C

Health

90%

mode_fan

Fan F-03

Industrial Blower
Łódź - Cooling

NORMAL

Flow stable - bearing vibration within normal operating band

Flow

12.4 m³/s

Vib

2.1mm/s

Age

4y 2m

bolt

Generator G-01

Diesel - 500kVA
Kraków Depot

NORMAL

Load balanced - generator telemetry synchronized and healthy

Output

480V

Load

61%

Freq

50 Hz

conveyor_belt

Conveyor CV-01

Belt Drive
Warsaw - Line 3

NORMAL

Drive rollers aligned - belt temperature and load nominal

Speed

1.2m/s

Load

78%

Temp

38°C

electrical_services

Main Transformer A

Central Electrical
Warsaw - Main Room

NORMAL Central Power

Central electrical asset online - load and thermal balance stable

Load

82%

Temp

55°C

PF

0.98

add

Add New Asset

Pump, Motor, Compressor...

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Total Sites

3

Across Poland

Monitored Assets

12

8 online · 4 monitored

Avg Health

81.7%

Site weighted average

Open Alerts

3

1 critical · 2 warning

factory

Warsaw Plant

1 Critical

location_on Prosta 70, Warsaw · 12,000 m2

8

Assets

1

Critical

1

Warning

82%

Health

3

Integrations

warehouse

Lodz Factory

1 Warning

location_on Piotrkowska 180, Lodz · 8,500 m2

3

Assets

0

Critical

1

Warning

72%

Health

2

Integrations

domain

Krakow Depot

All Normal

location_on Jana Pawla II 41, Krakow · 3,200 m2

1

Assets

0

Critical

0

Warning

91%

Health

1

Integrations

Site Health Ranking

Average score by location

Krakow Depot91%

Warsaw Plant82%

Lodz Factory72%

Connected Systems

Active integrations across sites

hub SKOLDERN Edge

3 Sites

account_tree OPC-UA

2 Sites

router Modbus TCP

1 Site

Connect Systems & Assets

Link your facility's SCADA, PLC networks, or add specific rotating machinery to SKOLDERN's predictive engine.

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Available Network Integrations

memory

hub

SKOLDERN Edge

Native Hardware

Plug-and-play AI gateway. Auto-discovers rotating assets and streams high-frequency vibration data.

Available

account_tree

OPC-UA

Standard

Industry 4.0 standard protocol for central factory data extraction and SCADA integration.

Available

developer_board

PLC Direct Sync

Controllers

Direct sync with Siemens S7, Allen-Bradley, and Omron controllers via edge connectors.

Available

router

Modbus TCP / RTU

Legacy IoT

Connect edge gateways directly to legacy PLC environments and independent sensor arrays.

Available

electric_meter

Electrical & EPMS

Power Grid

Link Power Quality Analyzers, Generators, and Switchgears (IEC 61850 / DNP3).

Available

api

Custom REST API

Webhooks

Push JSON payloads directly to SKOLDERN inference endpoints from your custom backend.

Available

build

CMMS Sync

Work Orders

Link SAP PM, IBM Maximo, or UpKeep for automated predictive Work-Order generation.

Available

query_stats

Grafana / InfluxDB

Data Lakes

Pull metrics directly from existing timeseries databases and internal telemetry dashboards.

Available

table_view

CSV / Excel Upload

File Batch

Manual batch import for historical operational data, vibration logs, and acoustic WAV files.

Available

data_object

JSON Import

Text Import

Parse structured data objects or IoT telemetry payloads directly into the engine.

Available

edit_note

Manual Reading

Human Input

Insert operator field readings manually for instant Proof-of-Concept (PoC) analysis.

Available

Personal Data

Identity, contact details, engineering signature, and default workspace.

Full Name Work Email Phone Job Title Default Site Engineering Signature

Users & Roles

Invite operators, engineers, auditors, and external maintenance users.

User	Role	Site Scope	MFA	Status	Action
John Doe	Admin Engineer	All Sites	Enabled	Active
Marta Nowak	Maintenance Lead	Warsaw Hall 1	Pending	Active

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calendar_today

-

calendar_today

calendar_today Wednesday, 25 March 2026

25 Reports Generated

Serial No.	Time	Report Name	Asset / Scope	Generation	Type
#RPT- 20260325-01	14:30	Predictive Diagnostic Report	CNC-MILL-B4 CNC Mill #4	settings System Auto	Diagnostic
#RPT- 20260325-02	11:15	Emergency Fault Analysis	CONV-B2 Conveyor B2	person Manual	Diagnostic
#RPT- 20260325-03	09:00	Daily Fleet Health Overview	ALL-ASSETS Factory Alpha	settings System Auto	Summary

calendar_today Tuesday, 24 March 2026

25 Reports Generated

Serial No.	Time	Report Name	Asset / Scope	Generation	Type	Action
#RPT- 20260324-01	16:45	Thermal Dynamics Check	COMP-MAIN-01 Screw Compressor	person Manual	Diagnostic
#RPT- 20260324-02	09:00	Daily Fleet Health Overview	ALL-ASSETS Factory Alpha	settings System Auto	Summary

Showing latest reports (1-50 of 3,241 total)

...

Sensor Data Files

cloud_upload

Drop files here or click to browse

CSV, Excel (.xlsx), JSON, WAV, BIN — Max 500MB

Supported Signal & Data Formats

❖ CSV / Excel (.csv, .xlsx)

Vibration RMS time-series, acoustic scores, thermal readings. Required headers: [timestamp, value, unit, sensor_id].

❖ JSON Telemetry (.json)

SKOLDERN structured telemetry model packets or standard IoT sensor stream arrays.

❖ Acoustic Signals (.wav)

High-frequency industrial audio samples for rolling element bearing frequency and MFCC fault model analysis.

Asset Context Configuration

ISO 13379-1

Machine Classification

Operating Hours

Hours Since Last Overhaul

Operating Load Factor (%)

Lubricant Grade / Spec

Data Source Tag

Vibration Waveform Parameters

ISO 10816-3

Overall RMS (mm/s)

ISO 10816 Limit (mm/s)

Peak Crest Factor

Kurtosis Value

BPFI Defect Frequency (Hz)

Shaft Speed (RPM)

Acoustic & Ultrasonic Vectors

IEC 60270 / ISO 29821

MFCC Anomaly Score (0-1)

Peak SPL (dB)

Dry Contact Signature (%)

Bearing Tone Index

Ultrasonic Level (dBμV)

Partial Discharge (pC)

Electrical Parameters

IEC 60034 / IEEE 43

Winding Resistance (Ω)

Insulation Resistance (MΩ)

Polarization Index (PI)

Phase Imbalance (%)

Current Draw (A)

Power Factor (cosφ)

Oil / Lubricant Analysis

ISO 4406 / ASTM D445

ISO Cleanliness Code

Viscosity @ 40°C (cSt)

Water Content (ppm)

Total Acid Number (mg KOH/g)

Metal Wear Index (Fe ppm)

Oil Sample Age (hours)

Power Quality

IEC 61000-4-30 / EN 50160

Voltage THD (%)

Current THD (%)

Harmonic Order (Dominant)

Voltage Sag Depth (%)

Frequency Deviation (Hz)

Supply Voltage (V)

Thermographic / Infrared

ISO 18434-1 / IEC 60068-2

Component Surface Temp (°C)

Ambient Reference Temp (°C)

Emissivity Setting

Thermal Severity Index (0-3)

Measurement Distance (m)

Hotspot Location Tag

Motor Current Signature (MCSA)

IEC 60034-1 / NEMA MG-1

Slip Frequency (Hz)

Rotor Bar Defect Freq (Hz)

Stator Fault Index

Load Torque Ripple (%)

Current Spectrum Peak (A)

Sampling Rate (kHz)

Alignment & Balancing

ISO 10816-3 / ISO 1940

Misalignment – Angular (mrad)

Misalignment – Parallel (mm)

Residual Unbalance (g·mm)

Balance Quality Grade

Coupling Gap (mm)

Soft Foot Reading (mm)

Structural Integrity / NDT

ISO 9712 / ASTM E1444

Crack Indication Flag

NDT Method

Wall Thickness (mm)

Corrosion Depth (mm)

Defect Severity Class (1-4)

Inspection Zone Tag

Process / Operational

ISO 13379-1

Flow Rate (m³/h)

Pump/Compressor Efficiency (%)

Inlet Pressure (bar)

Outlet Pressure (bar)

Fluid Temperature (°C)

Cavitation Index

Project Identity Linking

Target Project Name

Asset Machine Identifier

Installation / Facility Area

Analysis Framework Profile

Platform engine will execute neural network classification algorithms over sensory arrays to diagnose faults, predict RUL and establish failure curves.

Analysis Complete

PRIMARY FAULT

---

Failure Probability

--%

--

Time to Failure

--

Estimated

Confidence

--%

AI Model

Risk Class

--

AI Recommendations

Failure Probability Trend

Sensor Reading Analysis

Sensor / Parameter	Value	Normal Range	Status	Engineering Note

System: ONLINE

sensors 142 Active Sensors

memory AI Engine: Scanning

sync Last sync: 12s ago

Total Active Alerts

7

Unresolved queue items

Critical / Danger

3

Immediate action required

Warnings / Thermal

4

Close monitoring protocol

MTTR (Mean Time)

18.4m

↓ 4.2% vs last week

search

Operational Emergency Management Room

Severity	Asset ID & Location	AI Diagnostics Insight	RUL Timeline	Model Confidence
DANGER	CNC Mill #4 CNC-MILL-B4 · Factory Alpha	Bearing Element Fatigue (ISO 10816) Vibration amplitudes spike dynamically to 8.4mm/s. High frequency modulation profile maps directly to inner race structural faults.	31 Hours Est. Line Halt	96%
DANGER	Air Handling Unit AHU-ROOF-A · Site Hub	Fluid Circuit Blockage Detection Static process loop pressure differentials cross neural net bounding threshold. Flow index dropped severely below SLA baseline targets.	48 Hours Degradation Vector	88%
WARNING	Conveyor B2 CONV-B2 · Factory Alpha	Thermal Boundary Drift (ISO 13379) Component temperature registered at 84°C (+3°C hourly delta deviation gradient). Hotspot localized near stator interface zone.	9 Days RUL Inference	74%
CASCADE	Cooling Pump P-7 COOL-P7 · Asset Fleet	❖ Chain-Reaction Anomaly Interlock Thermal cascading anomaly directly propagated from upstream synchronous structural instabilities within Compressor #3. Line fault imminent.	4 Hours Intervention Margin	62%

Archived Alerts

expand_more

Severity	Asset ID & Location	AI Diagnostics Insight	RUL Timeline	Model Confidence	Actions Workflow

search

Polonez Plus

location_on Kielce, Świętokrzyskie

ID: POL-001

Total Assets 24 Units

Fleet Health Avg 92.4%

Critical Alerts 0 Alerts

ZPUE SA

location_on HQ Operations, Poland

ID: ZPU-022

Total Assets 48 Units

Fleet Health Avg 96.8%

Critical Alerts 0 Alerts

AutoParts Nord

location_on Sector 4 Hub

ID: APN-005

Total Assets 12 Units

Fleet Health Avg 78.1%

Critical Alerts 1 Critical

ID	Client Name & Location	Total Assets	Fleet Health	Critical Alerts
POL-001	Polonez Plus location_on Kielce, Świętokrzyskie	24 Units	92.4%	0 Alerts
ZPU-022	ZPUE SA location_on HQ Operations, Poland	48 Units	96.8%	0 Alerts
APN-005	AutoParts Nord location_on Sector 4 Hub	12 Units	78.1%	1 Critical

Client Name

360° Operations Profile

CNC-MILL-B1 98.1%

CNC Mill #1

Running

Sp: 2841 rpm Tmp: 68°C

COMP-MAIN-01 78.2%

Screw Compressor

Warning

Vib: 4.2 mm/s Risk: Med

Severity	Asset ID & Location	AI Diagnostics Insight	RUL Timeline	Actions
DANGER	CNC Mill #4 CNC-MILL-B4	Bearing Element Fatigue Vibration amplitudes spike to 8.4mm/s. Inner race structural faults detected.	31 Hours

Site Name	Assets	Health Status	Active Alerts	Connection Type	Control Protocol
Kielce Central Factory	24 Monitored	94.2%	0	Edge Gateway (WiFi)	Modbus TCP
Sector 4 Facility	12 Monitored	78.1%	1 Critical	Direct Sensor (Cellular)	MQTT

Client Name

calendar_today Added on: January 12, 2026

Registered Address

14 Industrial Zone, Sector B
Kielce, Świętokrzyskie Voivodeship
Poland, 25-001

Industry Sector

Heavy Manufacturing / Metallurgy

VAT / Tax ID

PL 1234567890

SLA Tier

Enterprise (24/7)

Primary Contact Engineering Head

Full Name Piotr Bętkowski

Title / Role Service Manager

Email Address p.betkowski@example.com

Direct Phone +48 123 456 789

15 May - 14:30	Predictive Machinery Diagnostic Report	download
01 May - 09:00	Monthly Fleet Health Summary	download

28 Apr - 11:15	Emergency Fault Analysis (CNC-MILL-B4)	download
01 Apr - 09:00	Monthly Fleet Health Summary	download

Equipment Health Trend

Fleet Telemetry — Vibration & Temperature

Machine Status

CNC Mill #1

CNC Mill #4

Conveyor B2

Main Transformer A

Switchgear Panel

VFD Drive System

Primary Chiller

Air Handling Unit

Main Exhaust Fan

AI Insights

Predictive Alert

Predictive Alert (Archived)

Chain-Reaction Risk

Critical Assets

Fleet Metrics Breakdown

Sub-client Alerts

Edge Gateway & Sensor Status

CNC Mill #4

Interactive 3D Model

Sensor Readings

Machine Information

AI Recommendations

Health Trend (48h)

Pump P-04 A

Motor M-11 B

Compressor C-02

Turbine T-01

Fan F-03

Generator G-01

Conveyor CV-01

Main Transformer A

Add New Asset

Warsaw Plant

Lodz Factory

Krakow Depot

Site Health Ranking

Connected Systems

Connect Systems & Assets

Available Network Integrations

SKOLDERN Edge

OPC-UA

PLC Direct Sync

Modbus TCP / RTU

Electrical & EPMS

Custom REST API

CMMS Sync

Grafana / InfluxDB

CSV / Excel Upload

JSON Import

Manual Reading

Personal Data

Company Data

Users & Roles

Language Settings

Display Language

Report Language

Security & Access

Login & Activity

Colors & Vision

Industrial Operations

Notifications

Data Governance

Asset Context Configuration

Vibration Waveform Parameters

Acoustic & Ultrasonic Vectors

Electrical Parameters

Oil / Lubricant Analysis

Power Quality

Thermographic / Infrared

Motor Current Signature (MCSA)

Alignment & Balancing

Structural Integrity / NDT

Process / Operational

Project Identity Linking

Analysis Complete

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AI Recommendations