Python is a powerful and easy-to-learn programming language, widely used in various fields. This article will detail the application of Python through several practical cases, helping beginners quickly get started with coding. 1. Smart Home Control 1. Project Overview The smart home control system can control various devices in the home via the network, such … Read more
The Era of IoT is Here, Connectivity is Everywhere! Have you ever thought that on this seemingly ordinary day, the Internet of Things (IoT) has quietly integrated into every aspect of life? In the morning, a smart wristband gently vibrates, waking you softly while it syncs last night’s sleep data to your mobile app, providing … Read more
Abstract How to better predict mechanical failures and manage health is a key concern for modern mechanical manufacturing enterprises. With the development of sensor hardware technology and advancements in computer storage technology, massive amounts of data can be processed and stored. Data-driven mechanical equipment fault prediction and maintenance technology is gradually gaining widespread application. “Data-Driven … Read more
AirMOSS: L2 Hourly In-Ground Soil Moisture at AirMOSS Sites, 2011-2015 The ground sensors (L2) hourly volume (cm³/cm³) soil moisture profile from seven sites in North America. Introduction This dataset provides Level 2 (L2) hourly volume (cm³/cm³) soil moisture profiles collected from ground sensors at seven sites in North America, as part of the Airborne Subcanopy … Read more
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Matlab–EOF Analysis Author: The Eighth Galaxy – Shitou Ren Contact Email: [email protected] Data: nc data Read Data %% EOF Analysis clc;clear;close all %% Read Precipitation Related Data datadir = 'E:\prep\'; % Loop to read precipitation data filelist=dir([datadir,'*.nc']); for i = 1:129 ncid =[datadir,filelist(i).name]; time(:,i)=ncread(ncid,'time'); precip(:,:,i)=ncread(ncid,'precip'); end path = [datadir,filelist(1).name]; ncdisp(path) mlat = double(ncread(path,'latitude')); mlon = … Read more
“‘Made in China 2025’ and ‘Internet +’ are inseparable. To enable Chinese manufacturing to develop towards intelligence, we must rely on the internet, cloud computing, and big data, so that over 200 industrial products, which rank first in the world in output, can reach a new level.” Premier Li Keqiang said this during a meeting … Read more
In the development process of CAN/CANopen products, data analysis is a very crucial part. Data frame analysis software acts like a universal tool in your work. It should not only capture CAN data packets but also assist you in analyzing data functions, even arranging data in a rule-based sequence, allowing you to eliminate each issue … Read more
Recently, while handling a bunch of data analysis tasks, I was struggling with Excel files every day. I wrote a lot of pandas code and had to remember all those strange function usages. By chance, I discovered the SWD library for Python, and I was amazed after trying it out. Not only can it handle … Read more
What is the Python-DS Library? The Python-DS Library (full name Python Data Science Library) is a Python toolkit that integrates various common data processing, analysis, and modeling functionalities. It combines many mainstream libraries such as NumPy, Pandas, Matplotlib, and Seaborn, while also providing some simplified and efficient features on top of these. With Python-DS, users … Read more