Multi-agent based scrap collection and segregation robotic system for waste management ecosystem

A multi-agent-based scrap collection and segregation robotic system for a waste management ecosystem, comprising:

• a chassis, comprising:
• a rigid central frame formed of corrosion-resistant alloy with integrated weight-distribution support beams to prevent structural deformation during operation;
• mounting brackets to securely attach actuators, robotic arms, and sensor modules;
• a reinforced compartment housing for protecting the power management unit and processing unit against mechanical impacts;
• a plurality of foldable actuators, wherein each actuator comprises a compact dual-piston hydraulic system configured to generate precise linear or rotational motion;
• said actuators are operatively connected to a telescopic folding mechanism comprising interlocking segments made of lightweight composite material, enabling the robotic system to transition between a compact transportable state and an operational state;
• a sensor array module, wherein the array module comprises an infrared proximity sensor, a capacitive touch sensor, and an industrial-grade hyperspectral imaging sensor mounted on a swiveling head attached to the chassis, and wherein the hyperspectral imaging sensor is configured to identify material composition and contaminants by analyzing reflected light spectra, and wherein the capacitive touch sensor is embedded within the gripper unit to detect and classify surface textures of scrap material;
• a robotic arm assembly, mounted on a precision-machined rotary base fixed to the chassis, comprising:
• multiple articulating segments, each segment containing:
• a hollow-core shaft for housing internal wiring and fluid conduits,
• a harmonic drive system for smooth and high-torque angular motion;
• an adjustable gripper unit, wherein:
• the gripper unit comprises dual opposing jaws with serrated edges and a central vacuum suction pad for handling irregularly shaped or fragile materials;
• the jaws are driven by miniature servo motors with load-bearing torque sensors to optimize gripping force;
• the vacuum suction pad is connected to an onboard pneumatic pump housed within the chassis;
• a scrap segregation module, comprising:
• a dynamic bin carousel, wherein the carousel comprises a circular platform fabricated from abrasion-resistant polymer, the platform is divided into radial slots designed to hold detachable bins, each bin equipped with magnetic tags for automated bin identification;
• a bin locking mechanism, comprising a spring-loaded latch and an electronic solenoid actuator, configured to engage and release bins based on control signals from the processing unit;
• a mobility assembly, comprising:
• a pair of omnidirectional wheels, each wheel containing integrated roller mechanisms for seamless lateral and rotational movement;
• foldable axles, wherein the axles are made of high-tensile steel tubes with hinge joints actuated by electric motors for folding the wheels into the chassis during transport;
• a gyroscopic stabilization unit, comprising a triple-axis gyroscope mounted on shock-absorbing mounts, configured to dynamically adjust the robot's center of gravity during operation;
• a foldable frame mechanism, wherein:
• the mechanism comprises hinged struts fabricated from lightweight aluminum alloy,
• each strut is connected to linear actuators equipped with positional encoders for synchronized folding and unfolding of the frame;
• a power management unit, comprising:
• a modular lithium-ion battery pack enclosed within a thermally insulated casing to ensure optimal performance in varying environmental conditions;
• a control interface module, comprising a central processing unit, mounted on shock-dampening mounts within the chassis, configured with a multi-core architecture to execute real-time control for actuators and sensor integration, and a wireless communication module, comprising a dual-band transceiver and an encrypted communication protocol for coordinating with other robotic systems in the waste management ecosystem.