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From Grid to Core: How a Nuclear Power Plant Works, for the Engineer Who Has Never Seen One.

This book is 100% completeLast updated on 2026-06-21

Stop reading dry atomic physics textbooks and start driving a live nuclear reactor from your browser. From Grid to Core takes a reverse-engineering approach designed for software, control, and electrical engineers, walking you upstream from the familiar 400 kV switchyard straight into the nuclear core. Every chapter connects rigorous system physics to real-time, interactive drills on the zero-installation NEXUS-1 simulator running live in your browser!

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About

About

About the Book

Have you ever wondered what happens when a skilled software, electrical, or control systems engineer opens a nuclear plant simulator for the first time? You instantly recognize the generators, turbines, and grid connection. But then you hit a screen labeled Reactor Kinetics, a value called pcm, or a button marked SCRAM, and find yourself in uncharted territory.

From Grid to Core is written specifically to bridge that gap.

Unlike traditional nuclear textbooks that begin with dense atomic physics and hand down axioms from page one, this book takes a deliberately reversed engineering approach. We start at the 400 kV switchyard—ground you already own as an engineer—and walk upstream, room by room, until we reach the nuclear core. Every new concept is explained using the language you already speak: control loops, negative feedback paths, numerical solvers, and component degradation.

Try the Live Software Demo Now!

This book is a hands-on, deeply integrated companion guide to NEXUS-1, a fully interactive, browser-based nuclear plant operator console and digital twin.

No server, no installation, and zero setup required. The entire simulator runs locally in your browser. You can load it right now, play with the control rods, monitor the core parameters, and watch the physics engines calculate the math live:

👉 Play with the Live Simulator: https://gregory82gr.github.io/Nexus-1-phase-0/

What’s Under the Hood? (The Engineering Blueprint)

This is not a cosmetic layout or a sci-fi game. The companion book explains the literal software architecture and mathematical implementations executing live inside the NEXUS-1 Phase 0 demonstrator:

  • The Point-Kinetics Engine: Learn how the simulator solves the standard reactor dynamics equations using 6 delayed-neutron precursor groups (U-235 data) and a 12-group decay heat afterheat model.
  • The Closed-Loop Feedback: Explore how the system self-regulates through physical negative feedback loops: Doppler gain (fuel temperature), moderator gain (coolant temperature), and Xenon-135 worth.
  • Solver Validation & Verification: See how the live numerical integration scheme (built to handle stiff differential equations) is verified in real-time against textbook closed-form equations like the inhour equation and prompt-jump formula.
  • Advanced Modules: Dive into the architecture of predictive diagnostics, automated alarm flood correlation using causal fault-propagation graphs, and interpretable reinforcement learning (Q-learning) for autonomous rod control.

How Every Chapter is Structured

To ensure maximum utility, every single chapter follows a predictable engineering blueprint:

  1. What You Already Know: The structural bridge from your existing enterprise software, electronics, or control systems background.
  2. The Concept: A clear, prose explanation of the system's real-world physics.
  3. See it in NEXUS-1: Direct guidance on where and how that concept lives live on your simulator screen.
  4. Try It (Drills): Guided interactive drills to manipulate the console (e.g., triggering a +10 pcm step or a post-shutdown Xenon transient) and analyze the telemetry response.
  5. Honest Boundary: A completely transparent look at exactly where the Phase 0 simulator simplifies engineering realities and where it faithfully integrates exact textbook physics.

👤 Who This Is For

This project requires zero prior nuclear knowledge. If you are fluent in software engineering, systems design, control theory, or basic engineering, and you want to demystify how a modern Pressurized Water Reactor (PWR) works by driving a real, live-computed simulator, this book is built for you.

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Author

About the Author

Grigorios Agathangelidis

My name is Grigorios Agathangelidis, and my professional background is in Electrical Engineering and Software Engineering. I am not a nuclear physicist, nuclear engineer, or nuclear power-plant specialist. NEXUS-1 is not the result of formal nuclear-industry experience; rather, it is the product of extensive independent study, research, and a passion for understanding complex engineering systems.

NEXUS-1 began as a personal challenge: to explore the nuclear-energy domain, learn its fundamental principles, and apply the disciplines of software architecture, systems engineering, simulation, visualization, and user-interface design to create an integrated educational and analytical platform.

Throughout the project, I have sought to approach the subject with curiosity, rigor, and respect for the limits of my expertise. The physics and engineering models presented in NEXUS-1 are representative and educational in nature. They are not validated, licensed, certified, or intended for operational use in any real nuclear facility. Where models, assumptions, or visualizations are illustrative rather than industry-grade, I have made every effort to state this clearly.

My broader interest extends beyond nuclear technology itself to the challenges of understanding, modeling, and reasoning about complex systems. This includes topics such as digital twins, root-cause analysis, verification and validation (V&V), retrieval-augmented generation (RAG), explainable AI, and decision-support systems for industrial environments.

The vision behind NEXUS-1 is not to replicate a commercial reactor simulator, but to provide a framework for learning, exploration, and experimentation—one that combines engineering knowledge, software innovation, and systems thinking into a coherent and accessible platform.

This release represents Phase 0 of the project: the concept, demonstration, and design stage. The long-term roadmap includes a modern microservices-based architecture built on .NET, Angular, SQL Server, message-driven services, and local AI-assisted analytical capabilities.

Above all, NEXUS-1 reflects a belief that meaningful innovation often begins with curiosity, disciplined learning, and the willingness to explore unfamiliar domains with both ambition and humility.

Contents

Table of Contents

  • The Pressurized-Water Reactor (frontispiece)
  • 1. The Plant from the Switchyard
  • 2. Why Steam
  • 3. The Steam Generator: a Wall Between Two Worlds
  • 4. The Primary Circuit: Moving Three Gigawatts Without Boiling
  • 5. The Core: Where the Heat Comes From
  • 6. Neutrons 101
  • 7. Why a Reactor Is Not a Bomb
  • 8. The Self-Regulating Machine
  • 9. Xenon: the Reactor’s Memory
  • 10. SCRAM Is Not “Off”
  • 11. When Cooling Fails
  • 12. How We Know the Solver Is Right
  • 13. Defense in Depth
  • 14. The SMR Difference
  • 15. Operating It
  • 16. What This Simulation Is and Isn’t
  • Appendix A — The Accident Record, 1952–2011
  • Appendix B — The Long Goodbye: Spent Fuel, Waste, and Decommissioning
  • Appendix C — NX-Script: a Small Language for Driving the Console
  • Appendix D — The Other Families
  • Appendix E — The Model Analysis Engine
  • Appendix F — The Neutronics Tab: the Illustrative Layer
  • Appendix G — The Root-Cause Analysis Engine
  • Appendix H — Radiation, Dose, and the Safety Layer

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