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materials, or to obtain new authorization to proceed with
            site and camp operations.
            Is very important (and only few companies do it) to
            analyze the non conformances to understand how
            our project setup distribute the non conformances
            value.
            More stringent requirements for timely reporting on
            operations and accidents might be required, as well as
            risk mitigation plans for critical operations such as drilling.
            Oil & gas companies need to ensure that vital documents,
            including approvals for drilling, building, and maintenance,
            are available throughout the enterprise and across
            enterprise boundaries to minimize risk and ensure   Fig. 4 - Examples of risk criteria for a project business
            regulatory compliance.


            Real Time Monitoring and

            Predictive Maintenance

            During the construction phase, major uncertainties are
            related to volumes in place and economics. As the level
            of information increases, these uncertainties are
            mitigated and consequently the importance of the
            uncertainties related to the recovery factor increases.
            The situation is more critical in offshore fields and for
            heavy-oil reservoirs.
            In order to avoid excessive computation effort, some
            simplifications are always necessary. The key point is to   Fig. 5 - Market risk: the viewpoints of three partecipants
            define the simplifications and assumptions that can be
            made to improve performance without significant
            precision loss. Simplifications are possible, for instance, in   Criticality-based maintenance
            the modeling tool, treatment of attributes and in the way   This technique informs decisions on maintenance strategy
            several types of uncertainties are integrated.  by identifying which assets are critical to the process and
            Best-in-class companies use a variety of techniques to   what the process impacts would be if the asset were to
            reduce maintenance costs, increase uptime, and increase   fail. Criticality-based maintenance also informs
            availability.                             procurement strategy so that inventories, and the costs
            These techniques include the following points.  associated with keeping them, are reduced but not at the
                                                      expense of increased downtime.
            Condition-based monitoring
            Placement of sensors to measure various conditions   Performance center or center of excellence
            (temperature, vibration etc.) to detect situations that may   The most advanced companies have adopted centers of
            indicate potential equipment failure. The more   excellence  where  engineering  staff  are  able  to  bring
            sophisticated systems have alerting capabilities and are   together engineering knowledge for root cause analysis
            integrated with enterprise asset management applications   when potential problems are identified. Centers of
            that can automatically generate inspection or work   excellence can also have a view of multiple assets to
            orders.                                   support decision making and maintenance planning and
                                                      even suggest future equipment design modifications.
            Predictive maintenance
            Predictive maintenance goes beyond condition-based
            maintenance in applying advanced analytics to predict  Operations and Decisions
            potential equipment failures, providing enough notice to   Making important decisions in the petroleum industry
            procure  complex  non-commodity  replacement  requires incorporation of major uncertainties, long time
            equipment. Xylem identify a departure from normal   horizons, multiple alternatives, and complex value issues
            operating levels of a piece of equipment rather than   into the decision model. Decision analysis can be defined
            comparing performance with expected performance   on different and embedded levels in petroleum exploration
            levels for the equipment class.           and production stages. Decision analysis is a philosophy,


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