The primary value of the ALSI Equipment Condition Monitoring System lies in its relatively lower cost, minimal implementation difficulty, advanced sensor technology, strong compatibility, wide applicability, and so forth.

Starting with IoT, we can interconnect Man, Machine, Material, Method, Measurement, and Environment to enable effective data collection from each element.

Smart factories can fundamentally resolve or ameliorate the five core challenges inherent in traditional manufacturing: quality enhancement, efficiency improvement, cost reduction, environmental sustainability, and safety assurance.

Compared to many smart factory solutions available on the market, the ALSI equipment status monitoring system offers a more cost-effective implementation with stronger practical feasibility.

The basic composition of the smart manufacturing system in a smart factory can be divided into two parts: first, the automation equipment of the smart factory, and second, the intelligent "neural system" of the smart factory.

At present, the vast majority of enterprises remain in the phase of using application software, and only a few have achieved information integration.

Smart factory intelligent manufacturing is not merely an artificial intelligence system; it is a human-machine integrated intelligent system—in short, a human-machine hybrid intelligent system.

A smart factory primarily entails effective human-machine interaction, while an intelligent factory in intelligent manufacturing represents a human-machine integrated system.

The interconnection of smart factories leverages big data, machine learning algorithms, statistical techniques, and cloud technology to enable the detection of equipment anomalies, quality anomalies, and the analysis of large-scale data.

The development trajectory of smart factories and intelligent manufacturing is generally delineated into four stages. The first stage entails achieving automation within the smart factory; the second stage focuses on realizing informatization; the third stage advances toward interconnectivity; and the fourth stage culminates in full intelligence, representing the ultimate goal of smart‑factory intelligent manufacturing.