Digital Twins in Action (MEAP 7) by Greg Biegel (.ePUB)+
File Size: 100.3 MB
Digital Twins in Action (MEAP 7) by Greg Biegel
Requirements: .ePUB, .PDF reader, 100.3 MB
Overview: Build a living digital replica of your real-world systems! A digital twin is a software-based replica of a physical system that can be used to operate, monitor, and maintain it remotely. Working together, IoT sensors, 3D visualizations, simulation algorithms, AI models, and even robotics give a digital twin an impressive degree of control. This virtual environment is perfect for testing ideas, exploring “what if” scenarios, and unlocking insights—all without making costly changes in reality. SimPy is a process-based discrete event simulation framework for Python that makes it easy to build complex simulations without manually managing event calendars or state machines. Instead of tracking every possible event by hand, you model the behavior of individual “actors”, such as customers, machines, vehicles, or sensors, that progress through your simulated world. At its core, SimPy uses Python generator functions to represent processes. Each process is a generator that yields events; when it yields, SimPy pauses that process until the corresponding event occurs. This allows you to write simulation logic in a natural, sequential style that mirrors how you would describe the system in plain language. For software developers and Machine Learning engineers. Some knowledge of physical systems engineering is helpful but not required. While you’ll need some familiarity with Python to follow the practical examples, and TypeScript for the frontend components, I believe you’ll gain valuable insights even if you choose not to follow every line of code! I primarily use AWS for cloud services, but I’ll explore other providers whenever they offer compelling alternatives.
Genre: Non-Fiction > Tech & Devices
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