Artificial intelligence (AI) is moving from dashboards into physical energy infrastructure. In October 2026, Malaysian solar developer HLGY Energy signed a Memorandum of Understanding (MoU) with U Mobile to explore smart solar farms that pair AI with a private 5G network. The HLGY Energy U Mobile partnership outlines five AI use cases for running HLGY Energy solar assets.
- 1. HLGY Energy Drone Inspections Powered by AI Navigation
- 2. Computer Vision Fault Detection in HLGY Energy AI Analytics
- 3. Smart CCTV for Solar Site Security
- 4. AI-Scheduled HLGY Energy BESS Storage
- 5. Remote Asset Management Over Private 5G
- HLGY Energy AI Use Cases at a Glance
- Limits and Caveats of the HLGY Energy Plan
- Common Questions About HLGY Energy and AI
- Why HLGY Energy’s AI Roadmap Matters
An HLGY Energy smart solar farm is a utility-scale solar plant that uses private 5G to connect drones, cameras and sensors, with AI analysing the data and supporting operating decisions. As of October 2026, the plan is at the exploration stage.
1. HLGY Energy Drone Inspections Powered by AI Navigation
HLGY Energy plans autonomous drone inspections, where drones fly pre-set routes over panel arrays without a pilot steering each flight. Solar inspection drones in the industry typically carry visible-light or thermal cameras; thermal images show heat patterns, and abnormal hot spots often signal a fault.
2. Computer Vision Fault Detection in HLGY Energy AI Analytics
HLGY Energy AI analytics apply to the imagery the drones collect. This work typically relies on computer vision, the branch of AI that identifies objects and patterns in images. Targets include soiled panels, cracks, hot spots and faulty strings. Flagged issues come with locations, so crews go straight to the problem.
3. Smart CCTV for Solar Site Security
Smart CCTV, video surveillance combined with automated video analysis, is the third use case. It monitors perimeters and key equipment continuously, giving operators remote visibility across a large site.
4. AI-Scheduled HLGY Energy BESS Storage
The fourth use case extends AI into energy scheduling. HLGY Energy BESS plans pair AI with a Battery Energy Storage System (BESS), large battery banks that store power and release it when needed. AI scheduling typically weighs weather forecasts, demand patterns and tariffs to decide when to charge and discharge.
HLGY Energy Chairman and Executive Director Kenneth Yap Kian Hoong said integrating AI with solar generation and BESS can optimise when energy is stored and supplied, helping reduce electricity costs and extend equipment life.
5. Remote Asset Management Over Private 5G
The fifth use case ties everything together. A private 5G network is a 5G network built for one site and kept separate from public mobile traffic. U Mobile will act as HLGY Energy’s innovation, automation and communications infrastructure provider, exploring a network on its ULTRA5G platform. U Mobile Chief Business Officer How Lih Ren said the aim is solar assets that are safer, more efficient and increasingly autonomous.
HLGY Energy AI Use Cases at a Glance
| Use case | Core technology | Purpose | Status (as of October 2026) |
|---|---|---|---|
| Drone inspections | Autonomous drones | Full-array imaging | Exploring |
| Fault detection | Computer vision | Identify panel and string faults | Exploring |
| Site security | Smart CCTV | Continuous remote monitoring | Exploring |
| Energy scheduling | AI with BESS | Optimise storage and supply timing | Exploring |
| Remote management | U Mobile ULTRA5G private 5G | Connect all site data | Exploring |
Limits and Caveats of the HLGY Energy Plan
- Agreement stage: HLGY Energy and U Mobile signed an MoU. As of October 2026, the private 5G network and AI applications are not operational.
- Undisclosed details: HLGY Energy has not named the AI models, versions, drone models or deployment timeline.
- Unmeasured results: Detection accuracy and cost savings can only be measured after deployment.
Common Questions About HLGY Energy and AI
How does HLGY Energy plan to use AI?
HLGY Energy plans to use AI for drone-based inspections, computer vision fault detection, smart CCTV monitoring and AI-scheduled battery storage, all connected by a U Mobile ULTRA5G private 5G network.
Is the HLGY Energy AI system already in use?
No. As of October 2026, HLGY Energy and U Mobile have signed a Memorandum of Understanding, and the AI applications and private 5G network are at the exploration stage.
What does HLGY Energy Malaysia do?
HLGY Energy Malaysia develops and operates utility-scale solar and integrated energy solutions under the Corporate Renewable Energy Supply Scheme (CRESS), including the Kedah Rubber City Solar Power Plant.
Why HLGY Energy’s AI Roadmap Matters
HLGY Energy’s five AI use cases show how solar farms can shift from scheduled checks to continuous, data-driven operations. For Malaysia’s renewable energy sector, the partnership offers an early model of telecoms and energy sharing the same infrastructure.
- Company: HLGY Energy Sdn Bhd
- LinkedIn: linkedin.com/company/hlgy-energy-sdn-bhd
