Sankey Diagram: Visualize & Optimize Industrial Energy Flows | Wattnow
ENERGY VISUALIZATION
Sankey diagram visualization of industrial energy flows
Industrial energy flow visualization using Sankey diagrams

Sankey Diagram: The Essential Tool for Visualizing and Optimizing Your Energy Flows

In today's industrial landscape where every kilowatt-hour counts, Sankey diagrams have become the strategic tool for understanding, analyzing, and optimizing your energy flows with unprecedented precision.

Industrial companies using Sankey diagrams for their energy balance identify on average 10-30% additional savings compared to traditional energy tracking methods.

This comprehensive guide explains how to implement this powerful tool, interpret your energy flows, and transform these insights into concrete optimization actions.

Executive Summary – Energy Sankey Diagrams

The Sankey diagram is not just a visualization tool: it's an energy flow analysis methodology that reveals invisible losses, quantifies inefficiencies, and prioritizes optimization actions. This article explains how to create and interpret these energy schematics, presents 4 concrete industrial use cases, and shows how the Wattnow platform automatically generates dynamic Sankey diagrams from your energy data, identifying 10-30% potential savings.

To deepen your energy strategy, discover our guide on energy management systems.

Fundamentals

What is an Energy Sankey Diagram?

Discover the basic principles of this energy flow visualization tool that revolutionizes industrial consumption analysis.

Definition and Origin

A Sankey diagram is a graphical representation of energy flows where arrow widths are proportional to the amount of energy flowing. Invented by Captain Sankey in 1898 to analyze steam engine efficiency, it's now indispensable for industrial energy balance.

Proportionality Principle

The width of each arrow corresponds exactly to the energy flow it represents. An arrow twice as wide = twice as much energy. This visual principle immediately identifies the most energy-intensive processes and main losses.

Flow Hierarchy

The diagram organizes flows from left (sources) to right (uses). Each bifurcation shows how energy distributes between different processes, highlighting losses at each transformation stage.

Why It's Revolutionary for Industry

Unlike Excel tables or classic charts, the Sankey diagram makes the invisible visible: it shows not only how much energy is consumed, but especially where it goes, how it transforms, and where it's lost. In an automobile factory for example, it reveals that 40% of incoming electrical energy is ultimately lost as unrecovered waste heat.

To know which energy KPIs to track alongside Sankey diagrams, check our guide.

Industrial Applications

4 Concrete Use Cases of Sankey Diagrams in Industry

Discover how different industrial sectors use this energy flow analysis tool for significant gains.

Automotive Plant

Problem: High energy bill without understanding responsible processes.
Sankey Solution: Flow visualization from electrical intake to workshops (presses, painting, assembly).
Result: Identification that 35% of painting workshop energy is lost in oversized ventilation.

Data Center

Problem: High PUE (Power Usage Effectiveness) at 1.8.
Sankey Solution: Mapping electrical flows between servers, cooling, lighting, losses.
Result: Revelation that 45% of energy serves cooling, enabling free cooling optimization and PUE reduction to 1.4.

Thermal Power Plant

Problem: Low overall efficiency at 38%.
Sankey Solution: Detailed analysis of stack, condensation, auxiliary losses.
Result: Identification that 12% of losses come from absence of flue gas heat recovery.

Chemical Site

Problem: Uncontrolled process energy costs.
Sankey Solution: Tracking energy from utilities (steam, compressed air) to reactors.
Result: Discovery that 28% of produced steam is lost through defective steam traps.

10-30%
additional savings identified with Sankey diagrams vs traditional methods

These use cases show the importance of a complete energy monitoring solution to industrialize these analyses.

Visualize Your Energy Flows in Real-Time

Discover how Wattnow automatically generates dynamic Sankey diagrams from your data to identify 10-30% savings.

Real-time data • Automatic generation • Multi-flow analysis

Practical Guide

How to Create and Interpret an Energy Sankey Diagram

Follow this 5-step methodology to implement this consumption optimization tool in your company.

1

Collect Energy Data

Measure consumptions at each key point: energy intakes (electricity, gas, purchased steam), transformations (boilers, compressors), final uses (machines, processes). Use IoT sensors for optimal accuracy.

2

Structure the Flows

Organize data in hierarchy: incoming energies → transformations → final uses → losses. Define consistent units (kWh, GJ, toe) and conversion coefficients.

3

Generate the Diagram

Use specialized tools (Wattnow, Python + Plotly, online tools) to create the visualization. The Wattnow platform automates this step from your IoT data.

4

Analyze Insights

Visually identify: widest flows (priority processes), proportionally significant losses, inefficient bifurcations, gaps between similar units.

5

Define Corrective Actions

Prioritize actions according to savings potential: reduce widest losses, optimize inefficient transformations, recover waste energies.

Pitfalls to Avoid

Incomplete data: A Sankey diagram based on partial data gives a distorted view. Measure all significant flows (>5% of total consumption).
Inconsistent units: Mixing electrical and thermal kWh without appropriate conversion coefficients.
Insufficient frequency: An annual diagram masks seasonal variations and temporary malfunctions.

For a structured approach, discover how our energy management software can frame your optimization approach.

Wattnow Solution

Sankey 2.0: Dynamic Energy Visualization with Wattnow

Wattnow transforms the traditional Sankey diagram into an operational management tool with advanced features for Industry 4.0.

Automatic Generation

No more manually creating your energy schematics. Wattnow automatically generates Sankey diagrams from your IoT sensor data, with real-time updates.

Multi-Granularity Analysis

Zoom from complete industrial site down to a specific machine. Compare diagrams between different workshops, shift teams, or periods (day/night, summer/winter).

Intelligent Alerts

Receive automatic alerts when your Sankey diagram morphology changes abnormally: sudden widening of a loss flow, modification of proportions between uses.

Real-time
Automatic flow updates
30%
time saved vs manual creation
ISO 50001
Compatible with EnMS
1

Sensor Deployment

Our experts install necessary sensors on your critical energy points in 2-3 days.

2

Automatic Configuration

The Wattnow platform automatically creates your flow hierarchy and generates the first Sankey diagram.

3

Training and Autonomy

We train your teams to interpret diagrams and identify priority optimization areas.

Discover our expertise and how we support over 800 industrial sites.

Switch to Dynamic Sankey with Wattnow

Join 150+ industrial companies visualizing and optimizing their energy flows in real-time.

Personalized demo • Flow analysis • Expert consultation

FAQ

FAQ – Energy Sankey Diagrams

How many measurement points are needed for a reliable Sankey diagram?
For an average industrial site, we recommend 15-30 strategic measurement points: main energy intakes (3-5 points), outputs of main transformations (boilers, compressors: 4-6 points), significant final uses (>5% of total consumption: 8-15 points), and identified loss points (2-4 points). The Wattnow platform helps you define the optimal measurement plan.
Does the Sankey diagram replace regulatory energy audits?
No, it complements and enriches them. Energy audits are periodic regulatory analyses, while Sankey diagrams are continuous management tools. However, a well-constructed Sankey diagram provides 80% of data needed for audits and allows more precise identification of savings potentials. Many of our clients use Wattnow diagrams to prepare and enrich their audits.
Can Sankey diagrams be created for other flows besides energy?
Absolutely! The Sankey diagram principle applies to any quantifiable flow: raw materials (kg), water (m³), waste (tons), CO₂ (tCO₂eq), or even financial flows. In industry, we sometimes speak of "material Sankey" or "carbon Sankey". Wattnow can generate these different visualizations from the same base data.
What's the difference between a Sankey diagram and a classic energy balance?
The energy balance gives numbers (tables), the Sankey diagram gives vision (image). The first says "you consume 1000 MWh of electricity and 500 MWh of gas", the second shows "your 1000 MWh of electricity distribute as follows: 40% to motors (with 25% losses), 30% to lighting, 20% to utilities...". The power of Sankey is making flow structure and inefficiency points immediately understandable.
How does Wattnow integrate with our existing monitoring tools?
Wattnow connects to most industrial systems via standard protocols (Modbus TCP, OPC-UA, REST API, MQTT). We can integrate your existing data (SCADA, CMMS, PLCs) and complement if necessary with our IoT sensors. The goal is to create a unified vision without disturbing your existing systems.

Visualize the Invisible, Optimize the Essential

Sankey diagrams transform complex energy data into actionable insights. With Wattnow, move from static visualization to dynamic energy performance management.

Automatically generated Sankey diagrams
Real-time IoT data
10-30% savings identified

30-minute demo • No commitment • Personalized flow analysis