Why it is so important to accompany Artificial Intelligence with the so called “Knowledge Domain” (KD) in industrial applications?
Knowledge Domain is defined as a broad-based understanding of a particular body of information (Encyclopedia of Science and Technology). It allows effective interpretation of data correlations, events or other symptoms in a related process.
The cumulative effect of years of skills shortage, limited financial resources, market volatility and asset degradation is posing an increasing risk of Mayor Impact Events (MIE) to happen in the Oil & Gas industry.
Artificial Intelligence technologies combined with sound reliability engineering practices can effectively mitigate such a risk by enabling organizations to quickly identify and correct systemic factors (SF) which have a simultaneous influence on several failure mechanisms throughout a process.
En lo que respecta a la adopción de la Inteligencia Artificial las industrias de la minería y energía han pasado del escepticismo a la convicción; la gran pregunta es ahora ¿cómo se implementa?
El proceso de implementación tiene un objetivo estratégico fundamental que es el cambio en la cultura empresarial. Por otro lado, tiene tres principios tácticos que lo deben guiar: