Industrial Manufacturing Robot Manufacturer Software & Algorithm Provider Motion & Navigation Perception & Vision Control & Software Systems
Flexible Robot Path Planning: How to Adapt to Changing Workpiece Geometry
Original from jaka.com: Flexible Robot Path Planning: How to Adapt to Changing Workpiece Geometry

Flexible Robot Path Planning: How to Adapt to Changing Workpiece Geometry

JAKA, a leader in robotics technology, is addressing the challenges of automated finishing processes, particularly in polishing applications where workpiece dimensions can vary. Traditional robots, which rely on fixed programming, often struggle to maintain quality when faced with different part geometries. To overcome this limitation, JAKA has developed a flexible robotic system that intelligently adapts its polishing path in real time, ensuring consistent quality across diverse production batches.

This innovative approach integrates advanced sensory technology, such as vision systems and laser scanners, which capture the actual geometry of each workpiece. The robot's control system then compares this data to the ideal CAD model, allowing for dynamic adjustments in its trajectory. JAKA's proprietary force control technology further enhances this adaptability by maintaining optimal contact pressure, compensating for minor deviations in part shape.

To simplify the user experience, JAKA's systems feature intuitive graphical off-line programming software that enables operators to easily import new CAD models and generate tool paths with minimal reprogramming. The compact and lightweight design of JAKA's robotic arms facilitates quick repositioning for different production lines, while standardized communication protocols allow for swift integration of various sensors, reducing downtime.

By combining mechanical dexterity, integrated perception, and intelligent control algorithms, JAKA is transforming polishing robots from rigid tools into adaptive partners. This advancement ensures high-quality finishing standards, even as product designs evolve, ultimately benefiting manufacturers in high-mix production environments.

RobotToday Initiative

Robotics needs a service framework.

RSF defines a common language for robot service capability, lifecycle operations, certification pathways, and service-provider networks.

Share

Related Articles/News

ROBOTTODAY WEEKLY September 7 – 11, 2026

ROBOTTODAY WEEKLY September 7 – 11, 2026

This week in robotics: JD.com plans to deploy three million robots across its logistics network, XPeng commissions its IRON humanoid production line, FANUC and Google launch an AI arc-welding agent, and Unitree shares fall 53% from their post-IPO high. September 7–11, 2026.

RobotToday Weekly
Agentic AI Emerges as Essential Partner for Industrial Automation Leaders

Agentic AI Emerges as Essential Partner for Industrial Automation Leaders

Industrial automation leaders are increasingly exploring the integration of AI into their operations, focusing on its role rather than its presence. Agentic AI is positioned as a digital co-worker that complements existing automation, MES, and ERP systems, enhancing the capabilities of planners. This technology simplifies complex tasks such as managing ma...

Leaders / Operations Software
Ailoys Brings Acoustic Industrial AI to IMTS 2026

Ailoys Brings Acoustic Industrial AI to IMTS 2026

Berlin's Ailoys brings acoustic industrial AI to IMTS 2026, Booth 237629. Edge sensors catch process drift on existing machines before scrap appears.

Market and Business News
A Multilevel Path Planning Framework for Unmanned Surface Vehicles in Environmental Monitoring

A Multilevel Path Planning Framework for Unmanned Surface Vehicles in Environmental Monitoring

A new multilevel path planning framework has been developed for unmanned surface vehicles (USVs) aimed at enhancing environmental monitoring of uninhabited islands and reefs. This framework utilizes information-driven techniques to optimize navigation and data collection processes in challenging marine environments. The significance of this development li...

RESEARCH ARTICLE
China’s Dexterous Hand Industry, 2026 Part 3 — The Players

China’s Dexterous Hand Industry, 2026 Part 3 — The Players

Five vendor archetypes, MIR’s composite top ten, eight company profiles and six field deployments — every firm linked to the RobotToday supplier directory.

Components and Hardware Humanoids
RobotToday Weekly Briefing August 31 – September 4, 2026

RobotToday Weekly Briefing August 31 – September 4, 2026

This week in robotics: NVIDIA agrees to buy Hugging Face for $12.93 billion, Figure signs a $3.5 billion compute deal with Nscale for up to 100,000 GPUs, Tesla launches steering-wheel-free Cybercabs in Austin under NHTSA scrutiny, and Uber and Wayve bring the UK its first autonomous rides. August 31 – September 4, 2026.

RobotToday Weekly
Emerging 2D Flex Feeding Revolutionizes Industrial Part Picking with Simplified Vision Systems

Emerging 2D Flex Feeding Revolutionizes Industrial Part Picking with Simplified Vision Systems

The article discusses the advancements in 2D Flex feeding technology, which simplifies robotic vision for industrial part picking. Unlike traditional 3D bin picking, this new approach allows for quicker and more reliable implementations, making it accessible for a broader range of applications. This innovation is significant as it enhances the capabilitie...

Factory / Robotics
Manufacturers Embrace Agentic AI Amidst Lack of Governance Plans

Manufacturers Embrace Agentic AI Amidst Lack of Governance Plans

Recent research highlights a significant gap in governance as manufacturers increasingly adopt agentic AI technologies. The focus has primarily been on the delay in establishing governance frameworks, yet there is less emphasis on the practical steps needed to address this gap. As AI systems evolve from merely summarizing reports to making autonomous deci...

China’s Dexterous Hand Industry, 2026 Part 2 — The Technology

China’s Dexterous Hand Industry, 2026 Part 2 — The Technology

Linkage, tendon, direct drive or hybrid — and why hardware is converging while the DL1–DL5 manipulation scale decides who wins. Part 2 of 3.

Components and Hardware
China’s Dexterous Hand Industry, 2026 Part 1 — The Demand Picture

China’s Dexterous Hand Industry, 2026 Part 1 — The Demand Picture

MIR Databank puts China dexterous hand shipments above 30,000 units in 2026, yet only 3.5% of 2025 demand came from factory production. Part 1 of 3.

Components and Hardware Humanoids
MIT School of Architecture and Planning Announces Faculty Promotions for 2026

MIT School of Architecture and Planning Announces Faculty Promotions for 2026

The MIT School of Architecture and Planning has recognized 11 faculty members with promotions effective July 1, 2026, for their significant contributions. Among the promotions, four are in the Department of Architecture, three in the Department of Urban Studies and Planning, and four in Media Arts and Sciences. Dean Hashim Sarkis emphasized the creativity...

Faculty Architecture Urban studies and planning
NEC to Pursue Manufacturer Acquisitions in Physical AI and Aerospace Sectors

NEC to Pursue Manufacturer Acquisitions in Physical AI and Aerospace Sectors

NEC, the Japanese technology group, is set to explore acquisitions within the manufacturing sector, focusing on growth opportunities in physical artificial intelligence, aerospace, and defense. This strategic move aligns with NEC's broader ambition to enhance its capabilities and market presence in these emerging fields. The significance of this initiativ...

Related Suppliers

Da Shiang Automation Industrial Co. Ltd. 達詳自動化工業股份有限公司

Taiwan-based robotic system integrator founded 2013; 1,000+ robot projects in automotive, aerospace, and metal manufacturing.

Industrial Manufacturing Robot Manufacturer System Integrator

Janome Industrial Equipment Europe GmbH

German sales subsidiary of Janome Industrial Equipment (Japan), distributing servo presses and desktop/Cartesian robots in Europe since 1984.

Industrial Manufacturing Robot Manufacturer Mobile Manipulator

Industrial Technology Research Institute (ITRI) 工業技術研究院

Taiwan's leading government-backed applied R&D institute driving industrial and robotics innovation.

Education & Research Industrial Manufacturing Robot Manufacturer

SAISON ROBOT/LingYu Robotics 灵御智能

LingYu Robotics to Showcase Teleoperation and Embodied AI Solutions at Automate 2026 Subscribe for the Latest Automate Show Updates Copyright © 2013-2026 A3 Automate.

Yuanqi Innovation (Xiamen) Robot Co., Ltd. 元启创新(厦门)机器人有限公司

yuanqirobot.com resolves to a Xiamen-based robot company; directory lists it as Qingdao YuanQi Intelligent Robot Tech — city mismatch requires verification.

OM Robot Technology Co. Ltd. 东莞全向机械科技有限公司

Chinese manufacturer of mecanum wheels, omnidirectional wheel bases, and mobile robotic platforms for AGV applications.

Industrial Manufacturing Robot Manufacturer Software & Algorithm Provider

IT+Robotics (IT)

IT+Robotics develops 3D machine vision systems for industrial robotics including EyeT+ random bin-picking, adaptive machining path generation and automated 3D completeness inspection for production quality control.

Software & Algorithm Provider Perception & Vision Control & Software Systems

Magellium (FR)

French software and data analytics company specializing in satellite image processing, remote sensing, and geospatial intelligence. Serves space, defense, and environmental monitoring sectors. Website unavailable at scrape time.

Software & Algorithm Provider Research Institute Perception & Vision

Ortelio Ltd

Ortelio Ltd is a UK cloud robotics research company founded in 2011 that develops AI platforms giving robots intelligence for service and healthcare tasks.

Education & Research Software & Algorithm Provider Research Institute

Pendulum Systems

Seattle AI software company delivering device-native alt-PNT navigation for GPS-denied environments across drones, defense, and supply chains.

Physik Instrumente (PI) GmbH

German precision motion leader founded 1970; makes piezo actuators, nanopositioning stages, hexapod robots for semiconductor, photonics, and medical markets.

Control & Software Systems Motion & Navigation Manipulation & Grasping

PBA Systems Pte Ltd

Singapore precision motion specialist (est. 1999); direct drive motors, nano-precision gantry stages, and mechatronic systems for semiconductor packaging.

Industrial Manufacturing Control & Software Systems Motion & Navigation

inJoin the RobotToday community on LinkedIn

Daily robotics news, in-depth analysis, conference highlights, and discussions with professionals worldwide.