The algorithm of APS is grounded in mathematical models, enabling it to meet the more challenging and precise demands of smart factories. This mathematical model-based approach is recognized as one of the most powerful algorithms available.

Customers care not only about the smart product itself, but also the quality of after-sales service, which directly affects their satisfaction and repeat purchase rate.

Planned Maintenance is one of the pillars of TPM. Its philosophy is: rather than fixing problems after a machine breaks down, it is better to perform maintenance from the outset to prevent breakdowns from occurring.

The maintenance and repair of equipment in a smart factory, along with equipment care, rely heavily on the stocking of spare parts.

Equipment failures are generally latent, and their progression adheres to the “normal‑abnormal‑failure” pattern.

The AIMMIRAI Equipment Status Monitoring System delivers real-time data acquisition and round-the-clock equipment status monitoring, ensuring a smoother path to smart factory implementation.

The construction of intelligent factories must ensure the scientific rigor of their system design. The system design for smart factories should incorporate modern, advanced design philosophies while remaining grounded in the actual conditions of the enterprise, thereby ensuring that the development of smart factories can realize their intended value.

To fully leverage its intelligent capabilities, the foundational architecture of a smart factory control system can be conceptualized from an operational perspective, aligned with the factory’s lifecycle.

To further elevate the factory’s overall level of intelligence, an advanced planning and scheduling system can be introduced to orchestrate and coordinate the various foundational smart systems, thereby establishing an integrated operational model.

The development of smart factories is intrinsically linked to the widespread application of industrial software. Industrial software is generally categorized into two major types: foundational and application software. In the context of smart factories, the term primarily refers to application software, which encompasses operational management, production management, and research & design software, among others.