MathWorks MATLAB Alternatives & Competitors

SpecimINSIGHT is a versatile offline hyperspectral image processing software that empowers users to harness the full potential of hyperspectral data. With a user-friendly graphical interface, it facilitates the creation and validation of classification and quantification models, making hyperspectral data practical for a wide range of applications. This software is part of the SpecimONE spectral imaging platform and seamlessly supports all Specim HSI camera dataset formats, ensuring compatibility and ease of use.

One of the standout features of SpecimINSIGHT is its ability to quickly turn hyperspectral data into practical applications, eliminating the need for specialized expertise or programming skills in hyperspectral imaging. It offers powerful spectral data mining tools like Principal Component Analysis (PCA) and preset standard application tools for color analysis and vegetation analysis. Furthermore, it supports radiometric/radiance data, allowing for in-depth analysis.

SpecimINSIGHT also excels in the creation of classification models through training and validation, enabling users to analyze multiple variables simultaneously. It features a robust and fast classification algorithm, PLS-DA, and supports various preprocessing methods. These models can be seamlessly transferred to the SpecimCUBE computing platform for real-time data processing, making it a valuable asset for both industry and research applications, including sorting, quality inspection, process optimization, and nutrient analysis. Its versatility and ease of use significantly reduce time-to-market frames, making hyperspectral imaging more accessible and practical.

National Instruments LabVIEW is a graphical programming environment used by engineers to develop automated research, validation, and production test systems. Its standout features include thousands of available analysis functions, enabling complex data processing, and configurable, interactive display elements for real-time data visualization. LabVIEW also offers drivers for automating instruments and data acquisition hardware, ensuring seamless integration with various equipment.

A unique aspect of LabVIEW is its compatibility with other programming languages and industry-standard protocols, allowing smooth integration into existing software systems. This makes it an excellent choice for industrial automation setups that require data exchange and collaboration between different platforms. Moreover, LabVIEW's versatility and adaptability make it a preferred option for businesses with diverse automation needs, as it can accommodate various instruments and hardware.

Another lesser-known advantage of LabVIEW is its robustness in handling extreme temperatures and harsh industrial environments. This capability makes it a reliable solution for automation applications in challenging conditions, such as manufacturing processes that involve high temperatures or rugged outdoor environments. Overall, LabVIEW's extensive functionalities, compatibility, and resilience make it a unique and powerful option for engineers seeking to develop sophisticated automated test and control systems.

FANUC ROBOGUIDE is a leading offline programming robot simulation software designed for FANUC robots. It offers process-focused robot simulation packages, enabling users to create, program, and simulate robotic workcells in a 3D virtual environment without the need for physical prototypes. This reduces costs and risks, allowing users to visualize single and multi-robot workcell layouts before actual installation.

ROBOGUIDE comes with various feature-specific modules. Handling Pro is ideal for material handling, packing, assembly, and material removal tasks, supporting line tracking and path programming. Paint Pro simplifies the painting process, allowing users to select paths and areas graphically for automatic program generation. Pallet Pro & Pallet tools enable users to build and test palletizing applications, offering a library of different pallet configurations. Weld Pro specializes in arc welding, featuring capabilities for CADD path programming.

In addition to the key features, ROBOGUIDE offers advanced functionalities like Auto Place, Duty, Cable, Vision, Spray, and COORD (coordination). These features enhance the software's versatility, enabling users to tackle complex and advanced systems efficiently. ROBOGUIDE supports CADD files, has built-in CADD models, and facilitates pre-programming, streamlining the setup and testing of sophisticated automation systems. Its compatibility with various software systems and extensive capabilities make it a unique and powerful option for industrial automation, providing valuable assistance to manufacturers and robotics developers.

RoboDK is a comprehensive robotic simulation and programming software that offers a user-friendly experience with five easy steps to simulate and program robots. It provides access to an extensive library of over 500 industrial robot arms from various manufacturers like ABB, Fanuc, KUKA, and Universal Robots. Moreover, it supports external axes such as turntables and linear rails, allowing users to model and synchronize additional axes effortlessly.

The software facilitates precise tool definition by loading 3D models of tools and converting them to robot tools by drag-and-drop actions. Users can calibrate robot tools accurately using RoboDK. Additionally, it enables the loading of 3D models of parts and placing them in a reference frame for a quick proof of concept. The simulation capabilities enable users to create robot paths using an intuitive interface, integrating with CAD/CAM software and accessing plug-ins for various design software.

RoboDK's standout feature lies in its ability to generate robot programs offline with just two clicks, supporting over 40 robot manufacturers with more than 70 post-processors. It eliminates the need for programming experience, making it accessible to a broader user base. Furthermore, it automatically generates error-free paths, avoids singularities, axis limits, and collisions, ensuring efficient and collision-free robot programming. The software's capability to split long programs enables easy loading into the robot controller, streamlining the programming process for industrial automation tasks.

ABB's RobotStudio stands out as a powerful simulation and offline programming software, widely regarded as the most used tool of its kind in the world. Its offline programming capability enables programming, training, and optimization of robot systems without disrupting production, ensuring maximum return on investment and minimizing production downtime.

Built on the ABB Virtual Controller, RobotStudio offers realistic simulations using actual robot programs and configuration files from the shop floor. Its feature-rich package includes Virtual Meetings, enabling collaboration through sharing digital robot solutions in web meetings, reducing travel expenses and time. The Digital Twin concept allows real-time simulation of the production system without affecting ongoing production, facilitating changes and optimization in the virtual world.

RobotStudio's Virtual Commissioning replicates the production cell virtually, solving technical issues in advance and speeding up commissioning. The Stop Position Simulation visualizes optimal braking distance with millisecond precision, enhancing SafeMove usage, reducing cell footprint, and streamlining commissioning. Moreover, the Augmented Reality feature overlays modeled solutions as holograms in the real-life production environment, accessible through augmented reality glasses or smart devices. These unique specifications make ABB's RobotStudio an ideal option for industrial automation and offline programming.

KUKA.Sim is a smart simulation software designed for efficient offline programming of KUKA robots. It enables users to optimize system and robot operations outside the production environment quickly and easily, leading to increased productivity, safety, and competitiveness. The software brings robot applications to life virtually, allowing real-time depiction and analysis of robot motion sequences. With features like reachability check and collision detection, users can ensure the feasibility of robot programs and work cell layouts, providing maximum planning reliability for manufacturing processes while minimizing costs and effort. KUKA.Sim's user-friendly interface allows for the simulation of a robot system in just a few minutes, even without deep programming knowledge.

The standout features of KUKA.Sim include its ability to offer real-time simulation and optimization of robot motion sequences, helping users identify and resolve potential issues before implementing them in the actual production environment. The software's reachability check and collision detection features add an extra layer of safety and accuracy to the programming process, ensuring that robot programs and work cell layouts are feasible and efficient. By utilizing KUKA.Sim for offline programming, manufacturers can reduce production downtimes, leading to increased productivity and overall competitiveness.

One of the unique aspects of KUKA.Sim is its ease of use and quick setup, allowing users to simulate a robot system in just a few minutes, even with limited programming knowledge. This accessibility makes it an attractive option for users of varying skill levels, enabling them to take advantage of the benefits of offline programming without requiring extensive training. Additionally, the software's compatibility with KUKA robots further streamlines the programming and implementation process, making it a specialized and efficient solution for industrial automation needs.

Webots is an open source and multi-platform desktop application used to simulate robots. It provides a complete development environment to model, program and simulate robots.

It has been designed for a professional use, and it is widely used in industry, education and research. Cyberbotics Ltd. maintains Webots as its main product continuously since 1998.

Features:

• Inbuild library (robots, objects, Sensors)
• web interface and streaming facility
• Importing CADD models
• Variety of simulations
• Automatic test suite for codes
• Huge online community support
• Online simulation challenges (website )

• Set-up all of your line on a single software : robots, tools, controllers, sensors.
• Thanks to the technology FabrikCode, you'll be able to program without typing any line of code. Thanks to this technology based on "Drag & Drop" you'll gain more freedom.
• KMeleon gives you access to a universal language for the robotic programming of the main robot suppliers (Fanuc, ABB, Kuka, UR, Staubli…)
• Try your programs on KMeleon or on a robot, you'll choose ! Thanks to the 3D simulation interface you can simulate the different moves and measure your cycle time in no time.

Industrial Grade Simulation Software for Education

Workspace LT™ brings Industrial Grade Robot and Automation Simulation to Educational Institutions. Developed for the Educational market, Workspace LT™ provides an affordable Windows-based solution for teaching the concepts and programming of Robots and other manufacturing automation equipment.

Workspace LT™ offers full offline programming, and the ability to simulate complex workcells with multiple robots and automation devices. While targeted at the educational market, Workspace LT™ is designed to allow you to make maximum use of the resources at your disposal.

Features:

• 3D CADD support
• Robot library (inbuild and custom) (ABB, Fanuc, KAWASAKI, KUKA, Motaman, MATLAB, Nachi, Panasonic, microbot )
• 3D mouse support
• Support robot languages (AS Rapid, Inform II TP, Karel II, Karel III,)
• Accurate simulation & kinematic modeling.

Tecnomatix® Robcad software enables the design, simulation, optimization, analysis and offline programming of multi-device robotic and automated manufacturing processes in the context of product and production resources. It provides a concurrent engineering platform to optimize processes and calculate cycle times. With Robcad, you can design life-like, full-action mockups of complete manufacturing cells and systems. Robcad enables manufacturers to flawlessly introduce automated processes by allowing manufacturing engineers to virtually validate automation concepts upfront.

Benefits:
• Increase manufacturing quality,
accuracy and profitability
• Reduce labor hours and process
engineering lead time
• Enable better use of production
equipment
• Reduce production costs
• Shorten production ramp-up time
through validated processes

Features:
• Interoperability with major MCAD
systems
• Extensive robot libraries
• Component and complex kinematics
modeling
• 3D workcell layout definition
• Robotic path definition with reachability check, collision detection and
cycle time optimization
• Motion simulation and synchronization of multiple robots and devices
• Download/upload optimized
programs to/from the shop floor