TNPM (Total Normalized Productive Maintenance) emphasizes full participation in equipment management, adopts preventive maintenance methods, and continuously advances TPM (Total Productive Maintenance) through standard setting, standard implementation, and effectiveness evaluation.

Fairness, justice, and transparency should be embedded in the performance evaluation of the equipment maintenance management system in a smart factory.

Prior to designing the smart factory equipment management system, it is essential to clarify the objectives of equipment management operations.

TPM advocates that the responsibility for equipment health management should lie with the equipment operators, who perform autonomous maintenance, thereby enhancing their familiarity with the equipment and reducing the occurrence of issues.

TPM, an acronym for Total Productive Maintenance, constitutes an integral component of the smart factory framework, representing a novel theoretical approach to equipment maintenance and management.

Compared to conventional factories, the defining characteristics of smart factories are embodied in the very notion of "smartness." Specifically, this refers to the intelligence of systems and equipment.

The AIMMIRAI Intelligent Maintenance System leverages ALSI's proprietary intelligent algorithms and big data analytics to elevate the level of smart management in factories, empowering the construction of smart manufacturing facilities.

While the construction of smart factories can significantly reduce labor costs, their orderly operation still necessitates human intervention. To fully leverage the value of smart factories, it is essential to enhance the professional expertise of production management personnel.

The main factors come from two aspects: first, the high time cost of retooling in smart factories, which is often constrained by the upstream and downstream industrial environment; second, the overly strong coupling between smart factory equipment.

Smart factories and automated factories are two completely different concepts. From the perspective of a smart factory, automation is just a very small part of it.