Interpreting Impedance: From Data to DecisionsAugust 7, 2026

In-person workshop

Industrial EIS Fundamentals

From clean signals to interpretation

EIS is a non-invasive window into your cells. But a spectrum is only as good as your signal and how you read it. This in-person workshop covers the essentials: how EIS works, how to set up and validate a signal, and how to read Nyquist and Bode plots. You will also see when multisine EIS saves time. Every example comes from real battery, fuel cell, and hydrogen work.

  • Configure EIS signals that stay linear, causal, and stable
  • Read Nyquist and Bode plots to separate real physics from noise
  • Use multisine EIS to cut measurement time without sacrificing data quality
Full day workshop · 9:00 AM to 5:00 PM EST
Battery quality assurance engineer reviewing test data

Built for teams running EIS on batteries, fuel cells, and electrolysers under real program pressure.

Workshop details

Format and logistics

DateAugust 7, 2026
Time9:00 AM to 5:00 PM EST
FormatIn-person workshop
CostFree, registration required
Agenda

Workshop agenda

9:00 AM to 10:00 AMBreakfast
10:00 AM to 1:00 PMWorkshop
1:00 PM to 2:00 PMLunch
2:00 PM to 5:00 PMNetworking
Workshop overview

Only as good as your signal

EIS sends a small AC signal into a cell and measures the response across frequencies. That reveals degradation, state of charge, and failure modes, without disturbing the cell. But a result is only valid if three things hold: linearity, causality, and stability. Get the signal wrong, or misread the plots, and you fit circuits to noise. This workshop walks the full chain: measure, optimize, validate, interpret.

Measurement pathway
Signal
Validate
Interpret
Decision

A spectrum only supports a decision when every step upstream holds.

What you'll learn

EIS fundamentals that hold up to scrutiny

  • What EIS measures and how different frequencies probe different processes (ohmic, charge transfer, diffusion)
  • How to optimize signal amplitude for linearity, causality, and stability, and when to choose galvanostatic over potentiostatic
  • How to validate data with Kramers-Kronig tests
  • How to interpret Nyquist and Bode plots and build defensible equivalent circuit models without overfitting
  • When multisine EIS speeds up testing, and how crest-factor optimization protects signal quality
Interactive demos

See a couple of the ideas in action

A quick, hands-on taste of two concepts we cover live. Want to go deeper? The full set lives in our Knowledge Centre.

Why signal quality matters

Toggle between a clean and a noisy spectrum to see how noise corrupts the same measurement.

Open in Knowledge Centre →

Reading DRT from a spectrum

Adjust the circuit parameters to see how DRT separates overlapping processes by time constant.

Open in Knowledge Centre →
Who it's for

Built for teams making real decisions

Battery, fuel cell, and electrolyser OEMs

R&D leaders, test engineers, and validation teams adopting or formalizing EIS

Teams building equivalent-circuit models or moving EIS into QA and production

Resources

Relevant resources

Short, technical reads to ground your EIS workflow.

How does Electrochemical Impedance Spectroscopy work?

Read →

Signal optimization for EIS

Read →

Interpreting EIS data

Read →

Introduction to multisine EIS

Read →

Use cases

Use cases

Real-world case studies you can review before the session.

Battery example: 12-hour formation screening

From black box to clarity: diagnostics for electrochemical systems

Endua + Pulsenics: AI electrolyser monitoring

Ayrton Energy taps Pulsenics to help move hydrogen as easily as diesel

NEL Hydrogen presents on using EIS from Pulsenics to unlock industrial electrolyser diagnostics

Pulsenics and Plug Power present at ECS Chicago

Hyzon Motors collaboration: heavy-duty decarbonization

Interpreting Impedance: From Data to Decisions

Industrial EIS Fundamentals