| Company | Rakkatec, Modelw InModelvationplus? |
| Country | Finland |
| Website | https://inModelvationplus.fi/Rakka-3000UGV/ |
In the context of forestry and logging automation, an autonomous platform refers to a general-purpose self-propelled mobile base capable of operating without continuous human control across off-road terrain, onto which task-specific payloads or toolheads can be mounted to perform a variety of silvicultural, monitoring, or harvesting functions. The concept of a modular autonomous platform is strategically important because it amortises the high cost of the mobility, power, and intelligence systems across multiple use cases: the same base unit might carry a LiDAR inventory sensor during one season, a spraying boom in another, and a planting end-effector during establishment work. Autonomous platforms for forestry typically feature robust all-terrain chassis designs — often with articulated steering, active suspension, or tracked undercarriages — capable of climbing steep slopes and traversing waterlogged ground while carrying substantial payloads. Navigation architectures combine GNSS localisation with terrain-relative localisation via SLAM, allowing the platform to maintain accurate position even under dense canopy where satellite signals are degraded. Battery-electric and hybrid powertrain options are increasingly favoured, both for emissions reduction and because electric motors provide precise, software-controllable torque delivery suitable for traction control on slippery forest floors. Notable examples of autonomous platform development with forestry relevance include AgBot (from QUT and the University of Sydney), the Clearpath Robotics Husky and Warthog platforms widely used in forestry robotics research, and the purpose-built Autonomous Mobile Platforms developed through FWPA-funded collaborations with Australian universities. The platform approach also aligns with the digital forestry vision promoted by industry bodies such as the Australian Forest Products Association (AFPA), where connectivity, data sharing, and modular tool interchange create flexible machine fleets that can be redeployed rapidly as operational priorities shift across a plantation estate.
A helpful tool for improving monitoring efficiency while keeping workers out of hazardous terrain, but its productivity effects remain mostly indirect.
| Field | Value |
|---|---|
| Company | Rakkatec, Modelw InModelvationplus? |
| Country | Finland |
| Type | Company |
| FWPA RD&E | 4.4 |
| Case Studies | Model |