Sign-In
Cart
AI-ASSISTED PLC LADDER LOGIC Generating, Testing, and Verifying Control Programs: Draft Rungs with LLMs, Validate in OpenPLC, Check Interlocks, and Do
Paperback
Publisher: Independently Published
Published: Oct 22 2026
Pages: 426
Weight: 1.62
Height: 0.87 Width: 7.00 Depth: 10.00
Language: English
Learn to generate PLC ladder logic with AI, test its behavior, detect hidden errors, and verify control programs before they reach real equipment.
AI can draft PLC programs in seconds, but can you trust the logic it produces? Incorrect interlocks, missed sensor transitions, timer errors, and unexpected restarts can turn seemingly correct code into unreliable control behavior.
AI-Assisted PLC Ladder Logic gives you a practical engineering workflow for turning control requirements into structured, testable programs. Using OpenPLC, Structured Text, Python, and formal verification techniques, you will learn how to review AI-generated logic, validate its execution, and document the evidence behind your decisions.
Designed for automation engineers, controls technicians, engineering students, and software developers entering industrial automation, this guide combines essential PLC fundamentals with realistic control applications and verification methods.
What You Will Learn:
- Understand PLC programming fundamentals: Read ladder diagrams, work with IEC 61131-3 languages, and understand scan cycles, execution order, data types, and retained memory.
- Build and simulate programs in OpenPLC: Configure the Editor and runtime, create programs and function blocks, compile logic, monitor variables, and troubleshoot execution.
- Generate better ladder logic with LLMs: Convert functional specifications into precise AI prompts, Boolean expressions, ladder rungs, and Structured Text while identifying unsupported instructions and logic errors.
- Develop reliable control functions: Implement motor start-stop circuits, seal-in logic, edge detection, TON, TOF, and TP timers, counters, analog thresholds, hysteresis, and controlled restart sequences.
- Design interlocks and fault recovery: Build operating permissives, manual-automatic modes, state machines, equipment feedback monitoring, alarms, and recovery logic.
- Test beyond normal operation: Create truth tables, automated Python tests, fault-injection scenarios, regression tests, and closed-loop process simulations that reveal timing and sequence defects.
- Apply formal verification techniques: Export PLCopen XML, define invariants and mutual-exclusion properties, use ESBMC for bounded verification, and investigate counterexamples and modeling limitations.
- Develop practical industrial applications: Work through motor controllers, two-conveyor transfer systems with jam detection, tank filling with lead-lag pump control, and batch packaging sequences.
- Integrate and protect control systems: Understand Modbus TCP, register mapping, signal scaling, remote I/O polling, stale data, reusable libraries, and PLC runtime security.
- Document and verify engineering changes: Manage source revisions, requirements traceability, automated test evidence, FAT and SAT records, and final engineering reports.
Practical learning resources included: Numbered code listings, chapter summaries, tool setup instructions, a quick-reference appendix covering PLC instructions and development commands, a technical glossary, and an index for finding important concepts.
Learn through code: Follow Ladder Diagram illustrations, Structured Text function blocks, Python testing scripts, and configuration examples to develop, analyze, and evaluate simulated industrial control applications.
Whether you are building your first AI-assisted PLC workflow or strengthening your existing verification practices, this book helps you move from generated code to control logic supported by clear requirements and meaningful testing.
Get your copy today and develop a more disciplined approach to AI-assisted PLC programming, testing, and verification.
Also from
Penrose, Alex
Nftables for Beginners: The Complete Guide to Linux Firewalls, Network Security, and Replacing Iptables
Penrose, Alex
Paperback
Also in
Technology & Engineering
All Data Are Local: Thinking Critically in a Data-Driven Society
Loukissas, Yanni Alexander
Paperback
The Age of Living Machines: How Biology Will Build the Next Technology Revolution
Hockfield, Susan
Paperback
Ingenious Patents: Bubble Wrap, Barbed Wire, Bionic Eyes, and Other Pioneering Inventions
Ikenson, Ben
Bennett, Jay
Hardcover
Thinking Machines: The Quest for Artificial Intelligence--And Where It's Taking Us Next
Dormehl, Luke
Paperback
The Reverse Centaur's Guide to Life After AI: How to Think about Artificial Intelligence--Before It's Too Late
Doctorow, Cory
Paperback
The Agi Chronicles: The Inside Story of the Race to Create an Artificial Superintelligence
Roose, Kevin
Hardcover
Improvised Munitions Black Book: Complete and Unabridged in One Volume: Complete and Unabridged in One Volume
U S Government
Paperback
You Don't Need a Smartphone: A Practical Guide to Downgrading Your Phone and Upgrading Your Life
Lamm, August
Paperback
AI for Good: How Real People Are Using Artificial Intelligence to Fix Things That Matter
Tyrangiel, Josh
Hardcover
The Infinity Machine: Demis Hassabis, Deepmind, and the Quest for Superintelligence
Mallaby, Sebastian
Hardcover
The Story of Your Life: How Social Media Shapes the Way We Experience Everything
Jezer-Morton, Kathryn
Hardcover
Ultimate Guide: Wiring, Updated 10th Edition: Meets Current National Electrical Code Standards
The Editors of Creative Homeowner
Paperback
Basic Butchering of Livestock & Game: Beef, Veal, Pork, Lamb, Poultry, Rabbit, Venison
Mettler, John J.
Paperback
Lightning Beneath the Sea: The Race to Wire the World and the Dawn of the Information Age
Tabor, James M.
Hardcover
Kobuk the Destroyer: And Other Tales from the Wild, Unseen World of Test Engineering
Davies, Alex
Hardcover
Like, Follow, Subscribe: Influencer Kids and the Cost of a Childhood Online
Latifi, Fortesa
Hardcover
Midnight in Chernobyl: The Untold Story of the World's Greatest Nuclear Disaster
Higginbotham, Adam
Paperback
Empire of Ink: The Printers, Rogues, and Radicals Who Invented the American Newspaper
Wright, Alex
Hardcover
No One's Coming: The Rogue Heroes Our Government Turns to When There's Nowhere Else to Turn
Hazzard, Kevin
Hardcover
The Ultimate Guide to Rebuilding a Civilization: A Technical Manual for the Post-Collapse Era
Evans, James
Paperback
The Home Blacksmith: Tools, Techniques, and 40 Practical Projects for the Home Blacksmith
Ridgway, Ryan
Paperback
City on the Edge: Technology, Politics, and the Fight for the Soul of San Francisco
Weber, Jonathan
Hardcover
Curved Air: A Biography of Sickle Cell Anemia and the Quest to Cure the First Molecular Disease
Davies, Kevin
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Narayanan, Arvind
Kapoor, Sayash
Paperback
Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence
Crawford, Kate
Paperback
The Elements of Power: A Story of War, Technology, and the Dirtiest Supply Chain on Earth
Niarchos, Nicolas
Hardcover
The Problem with Plastic: How We Can Save Ourselves and Our Planet Before It's Too Late
Beyond Plastics
Enck, Judith
Mahoney, Adam
Hardcover
A Brief History of Cities in 32 Inventions: The Ideas and Technologies That Made Modernity Possible
Elledge, Jonn
Hardcover
CompTIA Tech+ Certification All-in-One Exam Guide, Third Edition (Exam FC0-U71)
Wempen, Faithe
Paperback
The Boy Who Harnessed the Wind: Creating Currents of Electricity and Hope
Kamkwamba, William
Mealer, Bryan
Paperback
Crisis Engineering: Time-Tested Tools for Turning Chaos Into Clarity
Nitze, Marina
Weaver, Matthew
Dickerson, Mikey
Paperback
Generation Regeneration: Codesigning the Future of Cities Through Regenerative Placemaking
Cho, Tony
Hardcover
Artificial Intelligence: A Guide for Thinking Humans (with a New Preface)
Mitchell, Melanie
Paperback
The Bitter Struggle: Superintelligence, Superpowers, and the Fate of the World
Collins, Tantum
Buchanan, Ben
Hardcover
Bringing Columbia Home: The Untold Story of a Lost Space Shuttle and Her Crew
Ward, Jonathan H.
Leinbach, Michael D.
Paperback
Human + Machine, Updated and Expanded: Reimagining Work in the Age of AI
Daugherty, Paul R.
Wilson, H. James
Hardcover
Cadillac Desert: The American West and Its Disappearing Water, Revised Edition
Reisner, Marc
Paperback
The Bullwhip's Algorithm: Artificial Intelligence and America's Racial Caste System
Bobb, Kamau
Hardcover
Make: Electronics: Learning by Discovery: A Hands-On Primer for the New Electronics Enthusiast
Platt, Charles
Paperback
The New Age of Sexism: How AI and Emerging Technologies Are Reinventing Misogyny
Bates, Laura
Hardcover
Meat: How the Next Agricultural Revolution Will Transform Humanity's Favorite Food--And Our Future
Friedrich, Bruce
Hardcover
CNC Woodworking for the Absolute Beginner: Winning Tips, Techniques & 5 Skill-Building Projects
Bagnall, Ralph
Paperback
Pilot's Handbook of Aeronautical Knowledge: Faa-H-8083-25c
Federal Aviation Administration (FAA)
Hardcover
ASE Technician Test Preparation Automotive Maintenance and Light Repair (G1)
Delmar Cengage Learning
Paperback
Bioinspired: How Nature Made Us Modern, Drives Today's Technological Innovation, and Inspires a Future Worth Inventing
Stier, Samuel Cord
Hardcover
How to Use an Oscilloscope 2026: Master Measurement Skills for Electronics Beginners and Pros
Grant, Nathaniel Cole
Paperback
Inconspicuous Consumption: The Environmental Impact You Don't Know You Have
Schlossberg, Tatiana
Paperback
AI Projects with Raspberry Pi: High-Performance Artificial Intelligence for Robotics, Security, Home Automation, and Vision
Hattersley, Lucy
Jepson, Brian
Paperback
High-Wing Aircraft Visualized Flight Maneuvers Manual: For Pilots in Training
ASA Test Prep Board
Paperback
The Trillion Dollar War Machine: How Runaway Military Spending Drives America Into Foreign Wars and Bankrupts Us at Home
Hartung, William D.
Freeman, Ben
Hardcover
Air Force Handbook 10-644 Survival Evasion Resistance Escape SERE Operations: 27 March 2017
The Air Force, Department of
Paperback
Disneyland and the Rise of Automation: How Technology Created the Happiest Place on Earth
Betancourt, Roland
Hardcover
Tubes: A Journey to the Center of the Internet with a New Introduction by the Author
Blum, Andrew
Paperback
Broken Money: Why Our Financial System is Failing Us and How We Can Make it Better
Alden, Lyn
Paperback
The Coming Wave: Technology, Power, and the Twenty-First Century's Greatest Dilemma
Suleyman, Mustafa
Hardcover
Agentic Artificial Intelligence: Harnessing AI Agents to Reinvent Business, Work, and Life
Wirtz, Jochen
Davenport, Thomas H.
Bornet
Paperback
Essential Off-Grid Survival Projects: 50 Life-Saving Solutions for Shelter, Water, Food, and Safety
Furneaux, Ky
Hardcover
AI Snake Oil: What Artificial Intelligence Can Do, What It Can't, and How to Tell the Difference
Kapoor, Sayash
Narayanan, Arvind
Hardcover
Drawing Lessons with Da Vinci: An Artist's Guide to Geometry, Anatomy and Proportion
Roig, Gabriel Martín
Paperback
Elon Take the Wheel: The Danger and Delusion of Tesla's Self-Driving Technology
Niedermeyer, Edward
Hardcover
The Baofeng Radio Revolution: The Beginner Guerrilla's Guide to Break Through the Complexity, Secure Communications, and Prepare for Disaster With Pre
Code Publishing, Morse
Hardcover
The Shortest History of Innovation: From the Wheel to Gene Editing, Ai, and Beyond - How New Ideas Shape Our World
Leigh, Andrew
Paperback
Reinventing Wool: How a Natural Fiber Survived the Synthetic Revolution
Littlefield, Melissa M.
Hardcover
Texas DMV Driver's Handbook: Practice for the Texas Permit Test with 350+ Driving Questions and Answers
Prep, Discover
Paperback
Spec Ops: Case Studies in Special Operations Warfare: Theory and Practice
McRaven, William H.
Paperback
Mobile Solar Power Made Easy!: Mobile 12 volt off grid solar system design and installation. RV's, Vans, Cars and boats! Do-it-yourself step by step i
Prowse, William Errol, IV
Paperback