collaborators

7 papers

cs.RO2025

Full-Dynamics Real-Time Nonlinear Model Predictive Control of Heavy-Duty Hydraulic Manipulator for Trajectory Tracking Tasks

Alvaro Paz, Mahdi Hejrati, Pauli Mustalahti +1

Heavy-duty hydraulic manipulators (HHMs) operate under strict physical and safety-critical constraints due to their large size, high power, and complex nonlinear dynamics. Ensuring…

cs.RO2025

Real-Time Nonlinear Model Predictive Control of Heavy-Duty Skid-Steered Mobile Platform for Trajectory Tracking Tasks

Alvaro Paz, Pauli Mustalahti, Mohammad Dastranj +1

This paper presents a framework for real-time optimal controlling of a heavy-duty skid-steered mobile platform for trajectory tracking. The importance of accurate real-time perform…

cs.RO2025

Mechanic Modeling and Nonlinear Optimal Control of Actively Articulated Suspension of Mobile Heavy-Duty Manipulators

Alvaro Paz, Jouni Mattila

This paper presents the analytic modeling of mobile heavy-duty manipulators with actively articulated suspension and its optimal control to maximize its static and dynamic stabiliz…

cs.RO2024

Energy-Cautious Designation of Kinematic Parameters for a Sustainable Parallel-Serial Heavy-Duty Manipulator Driven by Electromechanical Linear Actuator

Alvaro Paz, Mohammad Bahari, Jouni Mattila

Electrification, a key strategy in combating climate change, is transforming industries, and off-highway machines (OHM) will be next to transition from combustion engines and hydra…

eess.SY2024

System-Level Performance Metrics Sensitivity of an Electrified Heavy-Duty Mobile Manipulator

Mohammad Bahari, Alvaro Paz, Jouni Mattila

The shift to electric and hybrid powertrains in vehicular systems has propelled advancements in mobile robotics and autonomous vehicles. This paper examines the sensitivity of key…

eess.SY2024

System-Level Efficient Performance of EMLA-Driven Heavy-Duty Manipulators via Bilevel Optimization Framework with a Leader--Follower Scenario

Mohammad Bahari, Alvaro Paz, Mehdi Heydari Shahna +1

The global push for sustainability and energy efficiency is driving significant advancements across various industries, including the development of electrified solutions for heavy…

cs.RO2024

Analytical Forward Dynamics Modeling of Linearly Actuated Heavy-Duty Parallel-Serial Manipulators

Paz Alvaro, Jouni Mattila

This paper presents a new geometric and recursive algorithm for analytically computing the forward dynamics of heavy-duty parallel-serial mechanisms. Our solution relies on express…