CASE STUDY Data Mining for Industrial Decommissioning · Case study Data Mining for Industrial...
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CASE STUDY Data Mining for Industrial Decommissioning Three-dimensional Laser Scanning Survey and Parametric Modelling applied to the Decommissioning of Industrial Areas.
Transcript of CASE STUDY Data Mining for Industrial Decommissioning · Case study Data Mining for Industrial...
CASE STUDY
Data Mining for Industrial Decommissioning Three-dimensional Laser Scanning Survey and Parametric Modelling applied to the Decommissioning of Industrial Areas.
Case study
Data Mining for Industrial Decommissioning
SCOPE OF WORK
Laser scanning and parametric modelling for decommissioning Integrated process for decommissioning design and survey of industrial plants via 3D scanning, for a full set of benefits in terms of:
• Safety, before and during the pre-survey stage and during the execution of the survey
• Workflow, thanks to a number of numerical and digital model that allow to explore time and costs of intervention during each stage
• Economic Value, a fast survey means a reduction of onsite personnel and speed of data processing and elaboration, with the versatility and accuracy of the data obtained allowing an actual intervention costs estimate, representing a tool for the evaluation of estate assets and the parametric model being a digital Plants Register
• Sharing, as with cloud computing there’s an improvement in flexibility and collaboration with clients, colleagues and suppliers, while models can be displayed on mobile devices and the progress can be easily checked online.
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
Perspective drawing of the industrial area to be decommissioned.
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
SERVICES
What we did to get to the end result Data mining applied to decommissioning is a service provided by the expertise and technologies of Once the scope is defined, studying what operations will have to be involved is the next step. For this project, expertise and resources came from Next Engineering and Next Remote.
On-site survey • 3D laser scanner survey
• Acquisition of the worksite specs
• Survey of materials, specifications, pipe and equipment features
Parametric modelling • 3D parametric model of structures
• 3D parametric model of pipelines
• 3D parametric model of equipment
Data export • 3D parametric model
• Technical Data Sheet
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
• 2D study
• Structural studies
• Solid photo
• Check of time, costs of intervention and interference during different states of progress and when the work is done
• Cloud computing
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
METHODOLOGIES
How we achieved the end result Our methodologies and innovation combined to reach the most efficient way to accomplish the Client's requirements.
Data mining techniques applied to decommissioning In scientific, industrial and operating fields, data mining represents the computational process of discovering patterns and hidden information in large amounts of data, involving automatic or semi-automatic methods. These high level techniques are widely applied to the decommissioning process of the industrial plants.
The decommissioning phase is described by an “integrated” process: an accurate relief on site is the first step (3D laser scanner survey, acquisition of specific site parameters, characterization of materials and components of the plant systems); the parametric modeling of structures, lines of piping and equipments is the following step.
Finally, the exporting data is made available: 3D parametric model, Technical Data Sheet of components, 2D graphic arts and schemes of calculation for structural inspections.
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
Preventive check of interferences on site yard The 3D intelligent model can be useful to predict the yard organization, as during the phases of intervention, demolition or construction, it allows checking the interferences between static system and dynamic system.
During all the phases the model will undergo continuous variations, so safety control is coordinated by a software that simulates the various stages of intervention, the clash detections, the avenues of work, equipment and personnel employed.
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
OUR COMMITMENT
Quality, Health, Safety, Environment We adopt QHSE Management Systems which embody all aspects of Quality Assurance, Competence Monitoring and Risk Assessment, as well as comprehensively addressing Health, Safety & Environmental issues.
Next is committed to always deliver products and services of a consistently high quality, aiming to meet and possibly exceed the Client’s requirements and expectations. The health and safety of employees and other persons are safeguarded, and proper regard is paid to the conservation of the environment.
NEXT QHSE Management Systems are fully in-house managed.
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Case study
Data Mining for Industrial Decommissioning
RESOURCES
The assets involved in the project The equipment used to achieve the final result.
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Point clouds captured via laser scanning.
One of Next's engineers processing data on the field.
Case study
Data Mining for Industrial Decommissioning
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Parametric model of the industrial area to be decommissioned.
Parametric model of the industrial area.
Parametric model of the industrial area.
Case study
Data Mining for Industrial Decommissioning
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
Parametric model of the piping in one of the areas of
the plant.
Case study
Data Mining for Industrial Decommissioning
Equipment
DESCRIPTION TYPE/MODEL
Topographic Equipment for Alongside Calibrations
DGPS-RTK Leica SR530
ROV–Light Work Class + Cable Detection system
Tomahawk + TSS 350
Primary Surface Positioning DGPS Fugro STAR FIX 4100
Secondary Surface Positioning DGPS Fugro STAR FIX 4100
Data Acquisition & Navigation Software QPS QINSy software package
Heading & Attitude (Back-up) Ixsea Octans
Underwater Acoustic Positioning System
USBL Sonardyne Ranger II
Multi-beam Echosounder Reson SeaBat 8125 + Reson SeaBat 8160
Side Scan Sonar Klein 3000 + Edgetech 4200
Sub-Bottom Profiling 1 Geoacoustics Chirp II
Marine Magnetometer Marine Magnetic Seaspy
Sound Velocity Profiler Valeport Midas SVP
Next Geosolutions Ltd. Alliotts – Imperial House 15 Kingsway – London WC2B 6UN (UK) T.: +39 081 6100747 E.: [email protected]
