ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH

E-commerce and the industrial revolution have impacted the warehousing system. The warehousing system is continuously developing into modern warehousing. One of the features of a modern warehousing system is a forklift that can operate independently or automatically. Autonomous forklifts have a b...

Full description

Saved in:
Bibliographic Details
Main Author: Ray Hutauruk, Andi
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/79083
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:79083
spelling id-itb.:790832023-12-06T08:56:54ZROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH Ray Hutauruk, Andi Indonesia Theses Forklift, Stability, Rollover, LQR, MPC, LTR. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/79083 E-commerce and the industrial revolution have impacted the warehousing system. The warehousing system is continuously developing into modern warehousing. One of the features of a modern warehousing system is a forklift that can operate independently or automatically. Autonomous forklifts have a broad scope. This study presents the roll stability control of autonomous forklifts. The roll stability control is necessary to avoid instability that can cause rollover. The center of gravity is one of the crucial factors in anticipating rollover. The center of gravity can be affected by the weight of the load and the speed at which the forklift operates. The forklift dynamic linear model is developed here by considering the center of gravity and the lateral transfer ratio (LTR) as practical rollover indicator. A linear quadratic regulator (LQR) and model predictive control (MPC) are then employed to stabilize dynamic forklift, so it can set the LTR to zero under steady conditions. The simulation results of a case study show that LQR and MPC may avoid rollover with a relatively fast response when the forklift has heavy loads and slow movements. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description E-commerce and the industrial revolution have impacted the warehousing system. The warehousing system is continuously developing into modern warehousing. One of the features of a modern warehousing system is a forklift that can operate independently or automatically. Autonomous forklifts have a broad scope. This study presents the roll stability control of autonomous forklifts. The roll stability control is necessary to avoid instability that can cause rollover. The center of gravity is one of the crucial factors in anticipating rollover. The center of gravity can be affected by the weight of the load and the speed at which the forklift operates. The forklift dynamic linear model is developed here by considering the center of gravity and the lateral transfer ratio (LTR) as practical rollover indicator. A linear quadratic regulator (LQR) and model predictive control (MPC) are then employed to stabilize dynamic forklift, so it can set the LTR to zero under steady conditions. The simulation results of a case study show that LQR and MPC may avoid rollover with a relatively fast response when the forklift has heavy loads and slow movements.
format Theses
author Ray Hutauruk, Andi
spellingShingle Ray Hutauruk, Andi
ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH
author_facet Ray Hutauruk, Andi
author_sort Ray Hutauruk, Andi
title ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH
title_short ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH
title_full ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH
title_fullStr ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH
title_full_unstemmed ROLLOVER STABILITY REGULATION SYSTEM OF AUTONOMOUS FORKLIFT WITH OPTIMAL CONTROL APPROACH
title_sort rollover stability regulation system of autonomous forklift with optimal control approach
url https://digilib.itb.ac.id/gdl/view/79083
_version_ 1822008772954947584