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PID PATH FOLLOWING CONTROL SYSTEM DESIGN ON UNMANNED AUTONOMOUS FORKLIFT PROTOTYPE

BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 18 No. 4 (2024) · pp. 2093–2112

DOI
10.30598/barekengvol18iss4pp2093-2112
ISSN
2615-3017, 1978-7227
Published
2024-10-11
Publisher
PATTIMURA UNIVERSITY
Language
eng
License
creativecommons.org/licenses/by-sa/4.0

Abstract

One of the technologies often used in material handling and material transport is forklift. Conventionally forklifts are operated by human operators. For efficiency, to improve security, safety, and occupational health and to minimize the risk of operators, forklifts can be automated. Therefore, the idea of unmanned autonomous forklift innovation was introduced. In this final project, a motion control system was designed for an unmanned autonomous forklift prototype both in simulation and hardware using PID control techniques, and the odometry system was equipped with a rotary encoder. In the simulation, the controlled variable was the distance and the manipulated variable was the force on the vehicle. Meanwhile, in the prototype, the controlled variable was distance and the manipulated variable was the motor pulse. In the simulation stage the PID control parameters were applied. with an error of 0.32% in the simulation. The PID control parameters were applied to the prototype, that is,. The distance tests were done with variation of 50 cm to 200 cm (25 cm intervals). One variation of the distance experiment was done 5 times. The average absolute error resulted was 2.36 cm.

Collaboration network of the authors

32 authors · 90 co-authorship links · 12 across different organisations

Hover or tap a name to highlight its co-authors. Double-click to open the author's page.

  • Institut Teknologi Sepuluh Nopember
  • Universitas Nahdlatul Ulama Surabaya
  • Darul Ulum Islamic University
  • Universitas Muhammadiyah Malang
  • Universitas Airlangga
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Berny Pebo TomasouwAffiliation unknown8
Andy SuryowinotoAffiliation unknown6
Dinita RahmaliaDarul Ulum Islamic University5
Dieky AdzkiyaInstitut Teknologi Sepuluh Nopember4
Fajar Annas SusantoAffiliation unknown3
Firman YudiantoAffiliation unknown2
Vaizal Asy'ariAffiliation unknown2
Hamzah ArofAffiliation unknown2
Erna AprilianiInstitut Teknologi Sepuluh Nopember2
Mayga KikiInstitut Teknologi Sepuluh Nopember2
Abdul MuhithAffiliation unknown2
Dian AdriantoAffiliation unknown2
Moh Kamalul WafiInstitut Teknologi Sepuluh Nopember1
Bambang Lelono WidjiantoroInstitut Teknologi Sepuluh Nopember1
Thomy Eko SaputroUniversitas Muhammadiyah Malang1
Subchan SubchanAffiliation unknown1
Moch ZakariaAffiliation unknown1
Muhammad Sawal BaitalAffiliation unknown1
Angga Adhitya WidjanarkoAffiliation unknown1
Yuliyanto Agung PrabowoAffiliation unknown1
Nyoman JuniartaInstitut Teknologi Sepuluh Nopember1
Aji Akbar FirdausUniversitas Airlangga1
Ragil Puji RahayuAffiliation unknown1
Dina NovitaAffiliation unknown1
Arasy AlimudinAffiliation unknown1
Akas Yekti Pulih AsihAffiliation unknown1
Puguh TriwinantoAffiliation unknown1
Rachman Sinatriya MarjiantoAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://ojs3.unpatti.ac.id/index.php/barekeng/oai, first harvested 5 Nov 2026, last seen 5 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">PID PATH FOLLOWING CONTROL SYSTEM DESIGN ON UNMANNED AUTONOMOUS FORKLIFT PROTOTYPE</dc:title>
	<dc:creator>Herlambang, Teguh</dc:creator>
	<dc:creator>Indriawati, Katherin</dc:creator>
	<dc:creator>Akbar, Reza Maliki</dc:creator>
	<dc:creator>Nurhadi, Hendro</dc:creator>
	<dc:description xml:lang="en-US">One of the technologies often used in material handling and material transport is forklift. Conventionally forklifts are operated by human operators. For efficiency, to improve security, safety, and occupational health and to minimize the risk of operators, forklifts can be automated. Therefore, the idea of unmanned autonomous forklift innovation was introduced. In this final project, a motion control system was designed for an unmanned autonomous forklift prototype both in simulation and hardware using PID control techniques, and the odometry system was equipped with a rotary encoder. In the simulation, the controlled variable was the distance and the manipulated variable was the force on the vehicle. Meanwhile, in the prototype, the controlled variable was distance and the manipulated variable was the motor pulse. In the simulation stage the PID control parameters were applied . with an error of 0.32% in the simulation. The PID control parameters were applied to the prototype, that is,  . The distance tests were done with variation of 50 cm to 200 cm (25 cm intervals). One variation of the distance experiment was done 5 times. The average absolute error resulted was 2.36 cm.</dc:description>
	<dc:publisher xml:lang="en-US">PATTIMURA UNIVERSITY</dc:publisher>
	<dc:date>2024-10-11</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/11339</dc:identifier>
	<dc:identifier>10.30598/barekengvol18iss4pp2093-2112</dc:identifier>
	<dc:source xml:lang="en-US">BAREKENG: Jurnal Ilmu Matematika dan Terapan; Vol 18 No 4 (2024): BAREKENG: Journal of Mathematics and Its Application; 2093-2112</dc:source>
	<dc:source>2615-3017</dc:source>
	<dc:source>1978-7227</dc:source>
	<dc:source>10.30598/barekengvol18iss4year2024</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>info:eu-repo/grantAgreement/EC/FP7/123456</dc:relation>
	<dc:relation>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/11339/8893</dc:relation>
	<dc:rights xml:lang="en-US">info:eu-repo/semantics/openAccess</dc:rights>
	<dc:rights xml:lang="en-US">Copyright (c) 2024 Teguh Herlambang, Katherin Indriawati, Reza Maliki Akbar, Hendro Nurhadi</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
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