What is ArtiMinds Learn­ing & Ana­lyt­ics for Robots?

Mon­i­tor, ana­lyze and opti­mize live sen­sor data

With ArtiMinds Learn­ing & Ana­lyt­ics for Robots (LAR) you will gain detailed insights into your pro­duc­tion processes with robots. Build­ing on top of ArtiMinds RPS, live sen­sor data from the robot, force-torque sen­sor, vision sys­tem and end-effec­tor will be obtained auto­mat­i­cally from the robot con­troller. The sen­sor data can be tagged auto­mat­i­cally and will be stored per­ma­nently in your in-house database.

Eas­ily set up mul­ti­ple dash­boards to ana­lyze the sen­sor data using dif­fer­ent KPIs and tiles. A large set of tiles enables you to mon­i­tor the pro­duc­tion, inspect a robot motion and opti­mize your robot program.

Objec­tive analy­sis with ArtiMinds LAR

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Auto­matic data record­ing and long-term storage

ArtiMinds Robotics - Automatic data acquisition with ArtiMinds LAR

Robot pro­grams gen­er­ated with ArtiMinds RPS are auto­mat­i­cally set-up for data acqui­si­tion – with­out fur­ther pro­gram­ming effort. Record live data of the robot’s motion, error sig­nals, force-torque-sen­sor- and grip­per data as well as image pro­cess­ing results for every process cycle. This sen­sor data can be auto­mat­i­cally tagged, e.g. with ser­ial num­bers, and will be split based on the tem­plates of your robot program.

Review your pro­duc­tion processes – even years after the pro­duc­tion date. The sen­sor data of each process cycle is stored within your in-house data­base. The data stor­age is pre­pared for main­te­nance and con­tin­u­ous improve­ment of your pro­duc­tion line: ArtiMinds LAR will auto­mat­i­cally man­age dif­fer­ent ver­sions of your robot program.

ArtiMinds Robotics - Automatic data acquisition with ArtiMinds LAR
ArtiMinds Robotics - Analyze processes easily with ArtiMinds LAR

Ana­lyze processes easily

ArtiMinds Robotics - Analyze processes easily with ArtiMinds LAR

Link­ing to the tem­plates in your robot pro­gram, you can nav­i­gate through the sen­sor data of any process. In doing so, each build­ing block serves to accom­plish spe­cific tasks. Each tem­plate solves a spe­cific task within your process. ArtiMinds LAR uses this knowl­edge to auto­mat­i­cally make sug­ges­tions for appro­pri­ate analy­sis tiles to you.

This approach saves setup time and the graph­i­cal visu­al­iza­tion and process-related eval­u­a­tion in ArtiMinds LAR enables the user to under­stand com­plex processes even with­out in-depth expert knowledge.

Man­age mul­ti­ple processes in 2D/3D

ArtiMinds Robotics - Manage processes in 2D and 3D with ArtiMinds LAR

Dash­boards can be deployed in a flex­i­ble man­ner: Aggre­gate infor­ma­tion from dif­fer­ent processes in a sin­gle dash­board or cre­ate a cus­tom dash­board with detailed analy­ses for each sub-process sep­a­rately. Choose the option that fits your processes the best.

You want to visu­al­ize your processes in 2D or 3D? That’s no prob­lem either. For this pur­pose, you have a large num­ber of cor­re­spond­ing tiles to choose from. If you want to ana­lyze the force pro­gres­sions along a robot path, we rec­om­mend dis­play­ing them in 3D dia­grams. If, on the other hand, you would like to eval­u­ate process tol­er­ances, you can do this effi­ciently with 2D plots. How­ever, your options are far from exhausted with this. With ArtiMinds LAR, the suc­cess rates of each tem­plate are dis­playable as eas­ily as force-path dia­grams of dif­fer­ent assem­bly steps.

ArtiMinds Robotics - Manage processes in 2D and 3D with ArtiMinds LAR
ArtiMinds Robotics - Monitor processes with ArtiMinds LAR

Easy error search and monitoring

ArtiMinds Robotics - Monitor processes with ArtiMinds LAR

Use process data gen­er­ated in pre­vi­ous process cycles as a ref­er­ence dur­ing the analy­sis of cur­rent sen­sor data or to pin­point errors in your pro­duc­tion. Detect anom­alies like exceed­ing forces dur­ing the assem­bly of parts or crit­i­cal devi­a­tions in part posi­tion­ing. Receive com­pre­hen­sive knowl­edge in a level of detail that seemed impos­si­ble until now.

Use con­straints to mon­i­tor spe­cific sub-processes to pre­vent down­time in your pro­duc­tion and gain reac­tion time. You will auto­mat­i­cally receive a push noti­fi­ca­tion once a con­straint is vio­lated. Nar­row down trou­bleshoot­ing by inspect­ing the process cycle and its sen­sor data that led to the con­straint violation.

Opti­mize cycle time

ArtiMinds Robotics - Optimize cycle times with ArtiMinds LAR

Avoid time-con­sum­ing man­ual opti­miza­tion of the robot pro­gram through fre­quent reteach­ing already dur­ing com­mis­sion­ing or oper­a­tion. Each sen­sor-adap­tive robot pro­gram cre­ated with ArtiMinds RPS will adapt to process tol­er­ances which guar­an­tees a high degree of process reli­a­bil­ity. Use auto­mat­i­cally gen­er­ated cor­rec­tive robot motions of mul­ti­ple process cycles to com­pute opti­mal robot posi­tions and reduce cycle time.

ArtiMinds Robotics - Optimize cycle times with ArtiMinds LAR

See ArtiMinds LAR in action:

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ArtiMinds-Robotics_Implement robot-supported automation projects efficiently

ArtiMinds for your robotic automa­tion project

ArtiMinds for your robotic automa­tion project

You want to inte­grate new and flex­i­ble automa­tion processes into your workflows?

ArtiMinds is a leader in the devel­op­ment of inno­v­a­tive and sophis­ti­cated robot automa­tion solu­tions, whether as a par­tial or over­all con­cept. Our experts will be happy to pro­vide you with advice and sup­port from con­cep­tual design to imple­men­ta­tion. Get in touch – our spe­cial­ists will pro­vide you with com­pre­hen­sive advice and work with you to develop an ini­tial con­cept or fea­si­bil­ity study.

Write to us and start your automa­tion project with ArtiMinds.

ArtiMinds-Robotics_Implement robot-supported automation projects efficiently

You need sup­port for your robotic automa­tion project

You need sup­port for your robotic automa­tion project

You would like to inte­grate new and flex­i­ble automa­tion processes into your work­flows, but do not have enough resources in-house or have not yet built up the cor­re­spond­ing expertise?

As a holis­tic robotics part­ner, ArtiMinds is not only a soft­ware provider, but also a leader in the devel­op­ment of inno­v­a­tive and sophis­ti­cated robot automa­tion solu­tions, whether as a par­tial or over­all concept.

Trust in our exper­tise in the area of

> Process Development
> Fea­si­bil­ity Studies
> Prototyping
> Project Sup­port & Engineering
> Programming

Get in touch and start your automa­tion project with ArtiMinds.

GET STARTED AND LEARN MORE IN A FREE ONLINE DEMO

In just a few min­utes, we will show you how to plan, pro­gram, oper­ate, ana­lyze and opti­mize robot appli­ca­tions cost-effi­ciently, intu­itively and eas­ily with ArtiMinds RPS.

The non-bind­ing free online demo is the per­fect way to get a first impres­sion of the soft­ware, the appli­ca­tion port­fo­lio and if it suits your needs.

ArtiMinds Robotics - Contact Online Demo Kontakt