Mitigate threats and strengthen your grid with AI-based technology
Mindtrace’s Brain-Sense™ Platform, driven by AI, optimizes vegetation management programs by using modern technology to help reduce the cost and complexity associated with traditional inspection and digital twin creation methods.
- Classifies thousands of miles of powerline corridors within weeks, not months.
- Accurately models all types of power line assets and wire types in 3D point clouds
- Creates proximity reports in user-friendly 2D & 3D view
Challenges with manual Powerline Management
Long Classification Times
Traditional classification methods require labor-intensive approaches to get to high levels of accuracy.
Mindtrace’s Solution
Utilizes AI & ML to quickly reach high levels of accuracy without human intervention.
Human Errors
Manual classification work is often outsourced to a large group of people which leads to inconsistencies.
_Mindtrace’s SolutionLeverages AI-Brains that can be modified to match your specific specifications.
Low Accuracy Rates
Existing automatic solutions have low accuracy and often require manual drawings to replace wrong vectors.
Mindtrace’s Solution Incorporates continuous learning to reduce future manual effort requirements.
Use Cases
Vegetation Management
Categorizing vegetation into distinct height levels, namely low, medium, and high, while also detecting instances of current and future vegetation encroachment.
Carbon Management
Individual trees are automatically classified and segmented, visualizing various attributes of the tree, including height and size.
Vegetation Encroachment
Our portal offers interactive 2D and 3D views of vegetation encroachment, along with the corresponding distance measurements from both the wires and the towers.
Pole Lean Assessment
Pole lean conditions are assessed and conveyed as exception alerts via the Mindtrace portal, with the added feature of convenient data export in customizable formats.
Wire Clearance
This clearance assessment encompasses non-vegetation wire clearance, showcasing clearance to buildings, other wire types (e.g. crossing wires), intersecting poles, ground, farmland, water bodies, and more.
TYPICAL ENTERPRISE PROJECT TIMELINE
A complete Vegetation Management Solution deployed within weeks, not months
01
Briefing and Data Normalization
We work closely with your team to curate and normalize the correct dataset.
Average Time: 1 Week
02
Brain Development
Utilizing our Brain-Sense™ Platform to develop your AI Brain.
Average Time: 3 Weeks
03
Brain Deployment
Your AI Brain is deployed using dedicated Cloud, servers or edge devices.
Average Time: 1 Day
04
Post-Deployment Monitoring
The brain continuously improves, learning from tasks and knowledge sharing.
Average Time: Ongoing