

Operational Risk Management​
Improved Pipeline field inspection and Risk geomodeling platform
Local & Period
Louisiana and Misisipi, 2023 (Ongoing)
Industries
Portfolio & Technologies
Autonomous Drone, Computer Vision, IoT, AI, Geospatial
Summary
In a groundbreaking endeavor to enhance operational risk management within the gas transportation industry, Aquila, in partnership with a leading Gas Transportation Company, has spearheaded a transformative project. This initiative involves the deployment of cutting-edge technology to create an improved pipeline field inspection and risk modeling platform with remarkable results and cost-saving benefits.
Aquila's innovative solution harnesses the power of Computer Vision, Data Analytics, and Geoprocessing tools, supplemented by a range of carefully selected sensors, drones, and fixed cameras. This comprehensive approach enables real-time monitoring, assessment, and management of a 234-mile gas pipeline spanning across Louisiana and Mississippi.
The system offers a multifaceted toolkit that optimizes various aspects of pipeline operations, including:
1. Terrain and Vegetation Management: The system leverages geospatial data and computer vision to monitor terrain and vegetation conditions surrounding the pipeline. This aids in identifying potential risks and optimizing maintenance efforts.
2. Access and Land Use Change Detection: By tracking changes in land use patterns, the solution can provide valuable insights into accessibility, safety procedures, and potential irregular occupation near the pipeline.
3. Logistics and Fleet Dispatch: Real-time data analysis enhances logistics and fleet dispatch operations, optimizing the allocation of personnel and resources.
4. Safety Procedures and Leak Detection: The system continuously monitors safety procedures and can swiftly detect any anomalies, including potential leaks and damages.
5. Operational Condition Tracking: It provides a holistic view of the pipeline's operational condition, ensuring proactive measures to address any issues promptly.
Technology Integration:
Aquila's solution integrates state-of-the-art technologies, including Autonomous Drones guided by Artificial Intelligence (AI) flight path planning. The use of drones minimizes the need for ground transportation and traditional aerial surveys, significantly reducing operational costs. Additional layers of data are obtained from:
Satellite Radar and Imagery: These sources offer a high-altitude view of the pipeline and its surroundings, aiding in early risk detection.
Land Use Change Detection: By analyzing changes in land use, the system can identify areas of concern and prompt action accordingly.
2D and 3D Extraction: This feature allows for detailed modeling of the pipeline's physical characteristics, facilitating improved maintenance planning.
Outcomes:
Proof of Concept: The project has successfully demonstrated that this architecture can potentially save up to 50% of the costs associated with pipeline inspection. The combination of autonomous drones, AI-guided flight paths, and advanced data analysis has elevated the efficiency and cost-effectiveness of pipeline management.
Aquila successfully revolutionized pipeline management for the Gas Transportation Company, achieving cost savings and improved risk management. This initiative sets a significant milestone in operational risk management within the gas transportation sector and ensures the safety and reliability of critical infrastructure.
This initiative marks a significant milestone in operational risk management within the gas transportation sector. The partnership between Aquila and the Gas Transportation Company is paving the way for more sustainable, efficient, and cost-effective pipeline maintenance and management practices, ultimately ensuring the safety and reliability of this critical infrastructure.
Design, Implementation & Quality
June 2023
Stage 1: Design
Objective: The design stage involves planning and strategizing the comprehensive solution for enhancing operational risk management in pipeline operations.
Problem Identification: In this phase, Aquila identifies the challenges faced by the Gas Transportation Company, including the need for improved pipeline field inspection, risk modeling, and cost-saving measures. They pinpoint the need for cutting-edge technology to address these challenges effectively.
Solution Development: Aquila designs a comprehensive solution that harnesses the power of Computer Vision, Data Analytics, Geoprocessing, and carefully selected sensors, drones, and fixed cameras. The solution addresses various aspects of pipeline operations, including terrain and vegetation management, access and land use change detection, logistics and fleet dispatch, safety procedures and leak detection, and operational condition tracking.
Technology Integration: Aquila plans the integration of advanced technologies, including Autonomous Drones guided by Artificial Intelligence (AI), satellite radar and imagery, land use change detection, and 2D and 3D extraction. These technologies collectively enhance pipeline inspection and risk detection.
August 2023 - September 2023
Stage 2: Implementation
Objective: The implementation stage involves executing the designed solution to enhance operational risk management in pipeline operations.
Technology Deployment: Aquila deploys the autonomous drones, sensors, cameras, and other technology components as designed. These technologies enable real-time monitoring, assessment, and management of the 234-mile gas pipeline.
Data Analysis: Real-time data analysis is implemented to monitor terrain and vegetation conditions, access and land use changes, logistics and fleet dispatch, safety procedures, and operational conditions. This data analysis is essential for risk detection and management.
Flight Path Planning: AI-guided flight path planning for autonomous drones is implemented, reducing the need for ground transportation and traditional aerial surveys, leading to significant cost savings.
Data Integration: Data from various sources, including satellite radar and imagery, land use change detection, and 2D and 3D extraction, is integrated into the system for a holistic view of the pipeline's physical characteristics and surroundings.
Ongoing
Stage 3: Quality Control
Objective: The quality control stage ensures that the project's outcomes meet the desired standards and objectives.
Impact Assessment: Aquila assesses the outcomes of the project, which includes the successful proof of concept demonstrating cost savings of up to 50% in pipeline inspection. They evaluate the efficiency and cost-effectiveness of pipeline management achieved through the integration of advanced technology.
Feedback and Adjustment: Based on feedback and data from the implementation phase, Aquila makes any necessary adjustments or improvements to the solution. This stage involves iterative refinement to optimize pipeline management further.
Documentation and Reporting: Aquila documents the success of the project, including the achieved cost savings and efficiency improvements. They provide detailed reports to the Gas Transportation Company.