▤DataCenterTwinLAB
DATACENTERTWIN LEARN · INTERACTIVE ENGINEERING LAB

Learn Data Center Engineering
by Building and Breaking One

Use the real DataCenterTwin workstation to design, simulate, diagnose and prove an improvement. Ten focused labs. One open-ended 1 MW challenge.

Understand → Build → Run → Break → Observe → Diagnose → Fix → Prove

No account. Runs in your browser. Progress stays on your device.

START HERE · BASICS

Beginner journey

Follow the facility power story through Power 101, Network 101, and Cooling 101 to see how equipment is powered, connected, and kept within operating conditions. Published lessons open as guides; upcoming lessons have no dead links.

CHAPTER 01 · FACILITY POWER

POWER 101

Can the server remain powered?

DataCenterTwin Nerd Girl introduces a rack power distribution unit.
POWER 101 · LESSON 01

What Is a PDU in a Data Center?

Power Distribution Unit · How power reaches equipment inside a server rack.

Read the beginner guide →
DataCenterTwin Nerd Girl presents facility-scale UPS equipment beside data center power distribution infrastructure.
POWER 101 · LESSON 04

What Is a UPS in a Data Center?

Keeping protected loads supplied through power interruptions.

Read the beginner guide →
DataCenterTwin Nerd Girl presents a large standby generator set beside facility electrical distribution and a data center room.
POWER 101 · LESSON 05

What Is a Backup Generator in a Data Center?

Alternative power for longer utility outages.

Read the beginner guide →
DataCenterTwin Nerd Girl presents a utility transformer and facility switchgear beside a data center room.
POWER 101 · LESSON 06

Utility Power & Switchgear in a Data Center

Where facility power enters, is protected, and distributed.

Read the beginner guide →
DataCenterTwin Nerd Girl presents servers connected to separate A and B rack power distribution units.
POWER 101 · LESSON 07

A/B Power & Redundancy in a Data Center

How independent power paths keep services running through failures.

Read the beginner guide →

CHAPTER 02 · CONNECTIVITY · COMPLETE

NETWORK 101

Can the server communicate?

NETWORK 101 COMPLETE · ALL 5 LESSONS PUBLISHED
DataCenterTwin Nerd Girl points out a rack-mounted Ethernet switch with many connected network ports.
NETWORK 101 · LESSON 01

What Is a Network Switch in a Data Center?

Network Switch · What connects servers to each other and the wider network.

Read the beginner guide →
DataCenterTwin Nerd Girl points toward network interfaces and connected cables on rack-mounted server equipment.
NETWORK 101 · LESSON 02

How Servers Connect: NICs, Ethernet & Fiber in a Data Center

How servers physically connect to the network.

Read the beginner guide →
DataCenterTwin Nerd Girl presents connected server-facing links and a rack-level network switch in a data center.
NETWORK 101 · LESSON 03

What Is Top-of-Rack Networking in a Data Center?

How a rack connects into the wider network.

Read the beginner guide →
DataCenterTwin Nerd Girl presents a server-room network fabric with rows of leaf and spine switches.
NETWORK 101 · LESSON 04

What Is Spine-Leaf Architecture in a Data Center?

How rack networks connect into a scalable fabric.

Read the beginner guide →
DataCenterTwin Nerd Girl presents server racks with separate blue and yellow network cable routes.
NETWORK 101 · LESSON 05

Network Redundancy in a Data Center

How alternate network paths survive failures and keep services reachable.

Read the beginner guide →

CHAPTER 03 · THERMAL BASICS

COOLING 101

How do cooling paths survive failures and expose hidden shared dependencies?

COOLING 101 COMPLETE · ALL 8 LESSONS PUBLISHED
DataCenterTwin Nerd Girl presents operating servers in a data center rack.
COOLING 101 · LESSON 01

Why Do Data Centers Need Cooling?

How data-center cooling moves heat away from IT equipment.

Read the beginner guide →
DataCenterTwin Nerd Girl stands beside a server row, showing the fronts of racks that frame a cold aisle.
COOLING 101 · LESSON 02

Hot Aisle vs Cold Aisle in a Data Center

How rack orientation controls airflow and reduces unwanted mixing.

Read the beginner guide →
DataCenterTwin Nerd Girl inspects a server rack while presenting airflow paths.
COOLING 101 · LESSON 04

Airflow Management & Containment in a Data Center

How supply and return air stay separated.

Read the beginner guide →
DataCenterTwin Nerd Girl presents server racks and cooling equipment in a data hall.
COOLING 101 · LESSON 05

Cooling Capacity & Failure in a Data Center

How IT heat load, surviving capacity, and local delivery shape resilience.

Read the beginner guide →
DataCenterTwin Nerd Girl presents cold plates and red and blue coolant tubing inside a liquid-cooled server rack.
COOLING 101 · LESSON 06

Liquid Cooling Basics in a Data Center

How liquid removes heat close to high-power chips.

Read the beginner guide →
DataCenterTwin Nerd Girl presents a coolant distribution unit cabinet connected to server racks and liquid piping.
COOLING 101 · LESSON 07

CDU & the Liquid Cooling Loop in a Data Center

How rack coolant connects to facility heat removal.

Read the beginner guide →
DataCenterTwin Nerd Girl stands between two cooling systems with separate blue and red piping.
COOLING 101 · LESSON 08

Cooling Redundancy & Hidden Dependencies in a Data Center

How surviving paths, capacity, and shared dependencies shape cooling resilience.

Read the beginner guide →

Foundations

0 / 4 completed locally
NOT STARTED · 15–25 min

Build Your First Data Center

Build a powered, cooled four-rack facility from an empty room.

What you will learn
  • Build the utility → UPS → PDU → rack hierarchy.
  • Distinguish installed equipment demand from capacity ratings.
  • Assign cooling and resolve design errors.
Open interactive lab ↗
NOT STARTED · 15–30 min

A/B Power Redundancy

Keep the original rack online when UPS-A fails. Build two independent paths with adequate headroom.

What you will learn
  • Distinguish dual cords from independent supply.
  • Trace both upstream paths.
  • Size the surviving path for transferred demand.

Suggested prerequisites: Build Your First Data Center. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

Find the Hidden Single Point of Failure

Identify the shared upstream component, then repair the false redundancy.

What you will learn
  • Find a dependency hidden behind A/B labels.
  • Use topology evidence to diagnose a single point of failure.
  • Prove independence after the repair.

Suggested prerequisites: A/B Power Redundancy. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

UPS Battery & Generator Failover

Bridge a utility outage with battery energy, transfer to the generator within 25 seconds, and retain at least 20% SOC.

What you will learn
  • Separate temporary battery support from sustainable supply.
  • Relate transfer delay to battery autonomy.
  • Observe generator load acceptance.

Suggested prerequisites: Find the Hidden Single Point of Failure. Use Skip prerequisites to enter directly.

Enter directly ↗

Engineering Labs

0 / 6 completed locally
NOT STARTED · 15–30 min

Air Cooling & Hot/Cold Aisles

Repair insufficient airflow and reduce the worst inlet temperature without reducing the original IT load.

What you will learn
  • Relate supply airflow to rack inlet temperature.
  • Explore containment and recirculation.
  • Separate cooling capacity from delivered airflow.

Suggested prerequisites: Find the Hidden Single Point of Failure. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

AI Rack & Liquid Cooling

Deploy at least 120 kW of AI equipment in rack-1 and supply an effective hybrid liquid/air cooling path.

What you will learn
  • Build a CDU/pump/branch cooling path.
  • Relate flow and temperature rise to transported heat.
  • Retain air cooling for residual heat.

Suggested prerequisites: Find the Hidden Single Point of Failure. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

AI Workload Ramp

Run the AI rack from 30% to 100% workload and maintain the required thermal and service limits.

What you will learn
  • Observe dynamic power/thermal coupling.
  • Separate commanded workload from delivered service.
  • Tune capacity and controls for full workload.

Suggested prerequisites: AI Rack & Liquid Cooling. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

CDU Failure Diagnosis

Observe CDU-A loss, identify the initiating fault, then restore heat rejection and prove recovery from 90 s onward.

What you will learn
  • Distinguish circulation from heat removal.
  • Trace cause, temperature response and protection.
  • Prove recovery using service and temperature evidence.

Suggested prerequisites: AI Rack & Liquid Cooling. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

N-1 Resilience

Make the critical rack survive each required UPS/PDU loss using sustainable supply, and establish the matching Design Intent.

What you will learn
  • Define the boundary of an N-1 claim.
  • Distinguish battery ride-through from sustainable redundancy.
  • Connect requirements to current evidence.

Suggested prerequisites: Find the Hidden Single Point of Failure; Air Cooling & Hot/Cold Aisles. Use Skip prerequisites to enter directly.

Enter directly ↗
NOT STARTED · 15–30 min

Digital Commissioning & Red Team

Observe the initial distribution weakness, author a meaningful commissioning test, repair the design, and rerun the required Red Team family.

What you will learn
  • Write acceptance criteria before testing.
  • Inspect failure evidence and repair a specific weakness.
  • Re-run commissioning and adversarial tests on the same revision.

Suggested prerequisites: N-1 Resilience; UPS Battery & Generator Failover. Use Skip prerequisites to enter directly.

Enter directly ↗

Capstone

0 / 1 completed locally
NOT STARTED · 90–180 min

Design a 1 MW AI Data Center

Start empty. Deliver at least 1 MW installed and served IT capacity at full workload. Choose your own air or hybrid architecture and prove the defined requirements.

What you will learn
  • Develop an architecture against explicit acceptance requirements.
  • Prove full-load service, thermal limits and sustainable electrical N-1.
  • Present commissioning and adversarial evidence with model limitations.

Suggested prerequisites: N-1 Resilience; Digital Commissioning & Red Team; AI Workload Ramp. Use Skip prerequisites to enter directly.

Enter directly ↗

Progress and lab models stay in this browser. Clearing browser storage removes them. Historical completion does not certify a later edited design. No account, grading service or GPU required.

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