Alternatives to OpenModelica

Dymola, or Dynamic Modeling Laboratory, serves as a comprehensive platform dedicated to the modeling and simulation of intricate, integrated systems applicable across various fields such as automotive, aerospace, robotics, and process engineering. This tool enables users to efficiently address complex multi-disciplinary modeling and analysis challenges by leveraging Dymola's advanced Modelica and simulation technologies. As an all-encompassing environment, Dymola facilitates the creation, testing, simulation, and post-processing of models, making it indispensable for engineers. In addition to its robust capabilities, Dymola features libraries developed by industry experts that enhance its functionality, allowing for rapid modeling and simulation of complex systems across diverse engineering disciplines. Furthermore, the Functional Mock-up Interface (FMI) enables any modeling software to produce C code or binaries that accurately represent a dynamic system model, thus broadening Dymola's applicability and integration into various workflows. This seamless interaction between different tools promotes efficiency and innovation in system design and analysis.

Modelon’s OPTIMICA Compiler Toolkit stands out as the market's leading Modelica-based mathematical engine, providing users with a robust solution for automating, simulating, and optimizing system behaviors across the model-based design cycle. As the trusted compiler for Modelon Impact, OPTIMICA allows users to construct multi-domain physical systems by selecting from a vast library of model components. The toolkit’s cutting-edge solvers facilitate the evaluation of intricate physical systems, accommodating both transient simulations and steady-state calculations, as well as dynamic optimization. With its advanced mathematical capabilities, OPTIMICA can effectively manipulate and streamline models to enhance performance and reliability, catering to diverse industries and applications that range from automotive and active safety to energy and power generation optimization. Given the growing demand for effective power regulation in the contemporary energy landscape, optimizing the startup processes of thermal power plants has become a critical industrial requirement. Furthermore, the flexibility and efficiency of OPTIMICA make it an invaluable asset for engineers tackling complex system challenges.

Simpack is a versatile multibody system simulation (MBS) software that allows engineers and analysts to model and simulate the complex non-linear movements of various mechanical and mechatronic systems. This tool empowers users to create and analyze virtual 3D representations, facilitating the prediction and visualization of dynamic behaviors, along with associated forces and stresses. While primarily utilized in sectors such as automotive, engine, HIL/SIL/MIL, power transmission, railway, and wind energy, its applications extend across all fields of mechanical engineering. Notably, Simpack excels in conducting high-frequency transient analyses, including those in the acoustic range, making it a valuable asset for engineers. Originally designed to address intricate non-linear models featuring flexible bodies and severe shock interactions, Simpack continues to evolve to meet the demands of modern engineering challenges. Its adaptability ensures that a wide array of engineering problems can be effectively tackled using this advanced simulation tool.

MPCPy is a Python library designed to support the testing and execution of occupant-integrated model predictive control (MPC) within building systems. This tool emphasizes the application of data-driven, simplified physical or statistical models to forecast building performance and enhance control strategies. It comprises four primary modules that provide object classes for data importation, interaction with real or simulated systems, data-driven model estimation and validation, and optimization of control inputs. Although MPCPy serves as a platform for integration, it depends on various free, open-source third-party software for model execution, simulation, parameter estimation techniques, and optimization solvers. This encompasses Python libraries for scripting and data manipulation, along with more specialized software solutions tailored for distinct tasks. Notably, the modeling and optimization tasks related to physical systems are currently grounded in the specifications of the Modelica language, which enhances the flexibility and capability of the package. In essence, MPCPy enables users to leverage advanced modeling techniques through a versatile and collaborative environment.

NVIDIA Isaac Sim is a free and open-source robotics simulation tool that operates on the NVIDIA Omniverse platform, allowing developers to create, simulate, evaluate, and train AI-powered robots within highly realistic virtual settings. Utilizing Universal Scene Description (OpenUSD), it provides extensive customization options, enabling users to build tailored simulators or to incorporate the functionalities of Isaac Sim into their existing validation frameworks effortlessly. The platform facilitates three core processes: the generation of large-scale synthetic datasets for training foundational models with lifelike rendering and automatic ground truth labeling; software-in-the-loop testing that links real robot software to simulated hardware for validating control and perception systems; and robot learning facilitated by NVIDIA’s Isaac Lab, which hastens the training of robot behaviors in a simulated environment before they are deployed in the real world. Additionally, Isaac Sim features GPU-accelerated physics through NVIDIA PhysX and offers RTX-enabled sensor simulations, empowering developers to refine their robotic systems. This comprehensive toolset not only enhances the efficiency of robot development but also contributes significantly to advancing robotic AI capabilities.

Originating from OpenFlight, which is the most commonly accepted standard in the industry for 3D simulation models, Creator serves as the pioneering software for developing optimized 3D models intended for virtual environments. Specifically crafted for simulation purposes, Creator stands as the benchmark software in generating optimized 3D models suitable for real-time virtual scenarios. Content creators consistently face the challenge of creating an increasing number of models that exhibit higher detail, enhanced realism, and superior performance. Equipped with a comprehensive array of tools, content creators can design models from the ground up, modify or import pre-existing ones, and improve objects for utilization in simulations that rely on sensors. With complete authority over the modeling process, Creator enables users to swiftly produce highly optimized and physically accurate 3D models with various detail levels. This software offers full interactive control over your models, from the database level right down to individual vertex attributes, allowing for more rapid development and unprecedented control in the modeling process. As a result, users can achieve greater efficiency and creativity in their projects, ultimately leading to richer virtual experiences.

Currently, engineering teams frequently rely on specialized simulation tools from various vendors to assess different design characteristics, which can lead to inefficiencies and higher costs due to the use of multiple software solutions. To address these challenges, SIMULIA offers a comprehensive suite of cohesive analysis products that enable users with varying levels of simulation knowledge and expertise to collaborate effectively while sharing simulation data and approved methodologies without compromising information integrity. The Abaqus Unified FEA product suite provides robust and comprehensive solutions for both standard and advanced engineering challenges, catering to a wide range of industrial applications. In the automotive sector, engineering teams can analyze complete vehicle loads, dynamic vibrations, multibody systems, impact and crash scenarios, nonlinear static situations, thermal interactions, and acoustic-structural relationships, all while utilizing a unified model data structure and integrated solver technology. This seamless integration enhances collaboration and improves the overall efficiency of the engineering process, allowing teams to innovate more rapidly.

DWSIM is a versatile and free chemical process simulator that adheres to CAPE-OPEN standards, functioning seamlessly on multiple operating systems like Windows, Linux, macOS, Android, and iOS. Its user-friendly graphical interface allows for features that were once only available in paid software. The simulator excels in both steady-state and dynamic modeling by employing a parallel modular solver for enhanced efficiency. Additionally, DWSIM comes equipped with sophisticated property packages. Users can access an extensive array of unit operations, such as mixers, splitters, separators, pumps, compressors, expanders, heaters, coolers, valves, pipe segments, shortcut columns, heat exchangers, a variety of reactors, distillation and absorption columns, solids separators, and cake filters, alongside spreadsheets, Python scripts, and flowsheet unit operations. Furthermore, it includes an Excel Add-In for executing thermodynamic calculations directly within spreadsheets, as well as an automation API that facilitates the creation, modification, execution, and saving of flowsheets, making it an all-encompassing tool for chemical engineering. With its robust capabilities and user-centric design, DWSIM stands out as an invaluable resource for professionals in the field.

Incorporate optimization and simulation models into your desktop, web, or mobile applications effortlessly by utilizing consistent high-level objects such as Problem, Solver, Variable, and Function, along with their respective collections, properties, and methods across various programming languages. This uniformity extends to a standardized object-oriented API that is accessible remotely via Web Services WS-* standards for clients using languages like PHP, JavaScript, and C#. Additionally, procedural languages are able to invoke traditional calls that align intuitively with the properties and methods of the object-oriented API. The suite of optimization techniques available encompasses linear and quadratic programming, mixed-integer programming, smooth nonlinear optimization, as well as global optimization and non-smooth evolutionary and tabu search methodologies. Furthermore, premier optimization tools from Gurobi™, XPRESS™, and MOSEK™ for handling linear, quadratic, and conic models, along with KNITRO™, SQP, and GRG methods for nonlinear challenges, can be seamlessly integrated into the Solver SDK. You can also effortlessly generate a sparse DoubleMatrix object containing an impressive 1 million rows and columns, making it easier to handle large datasets. This flexibility in creating and managing complex optimization problems allows developers to tailor solutions that meet specific application needs efficiently.

PrimeSim HSPICE circuit sim is the industry's standard for circuit simulation. It features foundry-certified MOS model models with state of the art simulation and analysis algorithms. HSPICE, with over 25 years of success in design tape outs and a comprehensive circuit simulator, is the industry's most trusted. On-chip simulation: analog designs, RF, custom digital, standard cell design and character, memory design and characterisation, device model development. For off-chip signal integrity simulation, silicon-to-package-to-board-to-backplane analysis and simulation. HSPICE is a key component of Synopsys analog/mixed signal (AMS) verification suite. It addresses the most important issues in AMS verification. HSPICE is the industry's standard for circuit simulation accuracy and offers MOS device models that have been foundry-certified. It also includes state-of-the art simulation and analysis algorithms.

RoboLogix is an advanced robotics simulation software crafted to replicate real-life robotics scenarios. This innovative tool enables users to teach, test, execute, and debug their own programs utilizing a five-axis industrial robot across a variety of practical applications such as pick-and-place, palletizing, welding, and painting. Moreover, it includes customizable environments, empowering users to create tailored robotics applications. Users can utilize the simulator to test and visually analyze the performance of robot programs and control algorithms effectively. RoboLogix serves as an excellent resource for both students and professionals in robotics design and engineering. It stands out as the sole robotics simulation tool offering engineering-grade simulation capabilities at an exceptionally reasonable price. Furthermore, the software facilitates verification of reachability, travel ranges, and collision detection, ensuring that users can refine their robotics projects with confidence. Ultimately, RoboLogix provides a comprehensive platform for anyone looking to enhance their skills or innovate in the field of robotics.

Subjecting your designs to real-world scenarios can significantly enhance product quality while simultaneously minimizing the costs associated with prototyping and physical testing. The SOLIDWORKS® Simulation suite offers a user-friendly collection of structural analysis tools that employ Finite Element Analysis (FEA) to forecast how a product will behave in actual physical conditions by virtually evaluating CAD models. This comprehensive portfolio is equipped with capabilities for both linear and non-linear static and dynamic analyses. With SOLIDWORKS Simulation Professional, you can refine your designs by assessing mechanical resistance, durability, topology, natural frequencies, as well as examining heat transfer and potential buckling issues. Additionally, it facilitates sequential multi-physics simulations to enhance design accuracy. On the other hand, SOLIDWORKS Simulation Premium allows for an in-depth assessment of designs concerning nonlinear and dynamic responses, dynamic loading conditions, and composite materials. This advanced tier also features three specialized studies: Non-Linear Static, Non-Linear Dynamic, and Linear Dynamics, ensuring a thorough evaluation of your engineering projects. By leveraging these powerful tools, engineers can achieve greater design confidence and innovation.

Virtually test drive your business processes. Process simulation allows you to take processes for a spin and identify potential roadblocks. Cutting-edge process mapping and simulation software that is designed to help organizations with process improvement, increase efficiency, and reduce waste. Ability to simulate real-world scenarios and provide insights into the performance and bottlenecks of processes. Powerful analytics and reporting capabilities allow tracking and monitoring the performance of processes over time.

Dynamic simulations, highly regarded by corporate trainers and educators in business schools, offer unparalleled experiential learning opportunities. These simulations have been effective in highlighting the connections between strategic choices, operational decisions, and performance results. Furthermore, the simulation acts as a practice environment for honing skills in observation, assessment, and engaging in productive dialogues. For an optimal hands-on learning experience in management, business simulations should closely reflect real-world scenarios. Our simulations leverage a dynamic modeling platform that accurately depicts non-linear relationships, time delays, and causal interactions to realistically assess the impacts of team decisions on business results. This innovative approach ensures that participants are well-prepared to navigate complex business challenges.

SALOME is a versatile open-source software that serves as a comprehensive Pre- and Post-Processing platform tailored for numerical simulations. It can function independently to create CAD models, prepare them for numerical analysis, and facilitate the post-processing of results, or it can be utilized as a framework to integrate external third-party numerical codes, enabling the development of applications for complete CAD model lifecycle management. Like many sophisticated software solutions, utilizing SALOME effectively demands a significant level of expertise. The OPEN CASCADE specialists, who have dedicated years to the advancement of these platforms, possess the necessary skills and understanding to provide valuable support for your development needs. Their extensive experience ensures that you can maximize the capabilities of SALOME to its fullest potential.

20-sim is a comprehensive software tool designed for modeling and simulating mechatronic systems. The interface enables users to graphically input models, resembling the process of sketching an engineering diagram. Utilizing these models, one can assess and simulate the dynamics of complex multi-domain systems while also developing control strategies. Additionally, the software allows for the generation of C-code, which can be deployed on hardware to facilitate rapid prototyping and Hardware-in-the-Loop (HIL) simulations. 20-sim is equipped with features that streamline the modeling process, making it both fast and user-friendly. Users have the option to model using various methods, including equations, block diagrams, physics blocks, and bond graphs. To assist in constructing models, the 20-sim editor boasts an extensive library filled with building blocks and components, such as block diagrams and bond graphs, making it easier to create and analyze complex systems efficiently. Overall, this software package serves as a powerful tool for engineers seeking to innovate in the field of mechatronics.

SIMULATE is a specialized Discrete Event Simulation (DES) tool designed for Original Equipment Manufacturers (OEMs) to accurately model intricate 3D mining environments with highly customizable, brand-specific mining machinery. This platform is utilized by OEMs around the world to deliver precise, measurable, and effective equipment and service solutions tailored for mining clients. Through SIMULATE, users can effectively demonstrate and communicate the value of their equipment, supported by demonstrated results from simulated scenarios. OEMs have the ability to utilize customer data to create a 'digital twin' of any mining operation, whether it be open pit or underground, thus providing an authentic depiction of the haulage operations at any mine site and showcasing the benefits their equipment and services can offer. Furthermore, SIMULATE employs the most prevalent haulage calculation engine within the mining sector, ensuring alignment and understanding among both you and your clients. By enhancing operational efficiency, this innovative tool not only aims to boost profitability but also helps in achieving a more sustainable mining practice.

OpenFAST is a publicly accessible wind turbine simulation software created by the National Renewable Energy Laboratory (NREL). It enhances the earlier FAST v8 code, merging elements of aerodynamics, hydrodynamics, control mechanisms, and structural dynamics to facilitate detailed, coupled nonlinear aero-hydro-servo-elastic time-domain simulations of wind turbines. The tool accommodates various setups, such as onshore, fixed-bottom offshore, and floating offshore turbines. Designed to cultivate an open source developer community among research institutions, industry players, and academic circles, OpenFAST offers a comprehensive software engineering framework that includes well-structured source code, automated testing processes, and compatibility across multiple platforms. Significant updates from FAST v8.16 to OpenFAST feature the creation of a new GitHub repository that centralizes modules, glue codes, and compiling utilities; a revised versioning system; and the implementation of unit testing at the subroutine level. This evolution not only improves functionality but also enhances collaboration opportunities among users and developers involved in wind energy research.

Working Model stands out as the top-selling motion simulation software globally. Validate your designs using robust analytical tools at your disposal. The rapid "run-analyze-refine" process enables you to fine-tune your designs prior to creating any physical prototypes, significantly minimizing the need for such prototypes. You maintain complete oversight of the simulation environment. Build, execute, and enhance simulations swiftly with ready-made objects and constraints. You can run, halt, reset, single-step, or pause the simulation whenever necessary. Evaluate your most recent design by measuring various factors like force, torque, and acceleration acting on any component. Outputs can be viewed as vectors or numerical data, presented in either English or metric units. Additionally, you can import your 2D CAD drawings in DXF format seamlessly. Values can be input from equations, sliders, and DDE links to both MATLAB and Excel. Construct bodies and define their mass properties, initial velocity, and electrostatic charge among other parameters. You have the option to run or modify scripts to enhance simulations, document models, and much more. Furthermore, you can create compelling presentations by incorporating images, elevating the overall impact of your work. This comprehensive tool transforms the way designers and engineers approach motion simulation.

MapleSim serves as a sophisticated modeling solution that spans from the use of digital twins for virtual commissioning to creating system-level models for intricate engineering design endeavors, enabling significant reductions in development time and costs while effectively addressing real-world performance challenges. By enhancing control code rather than relying on hardware modifications, you can eliminate vibrations and pinpoint the underlying causes of performance issues through in-depth simulation insights. This powerful tool allows for the validation of design performance prior to moving on to physical prototypes. Leveraging cutting-edge methods, MapleSim not only drastically shortens model development time but also enhances understanding of system behavior and facilitates rapid, high-fidelity simulations. As your simulation requirements evolve, you can easily scale and connect your models. With its adaptable modeling language, you can extend your designs further by integrating components across various domains within a virtual prototype, tackling even the most difficult machine performance challenges with confidence. Overall, MapleSim empowers engineers to innovate with efficiency and precision, ensuring that their designs meet the rigorous demands of modern engineering projects.

NVIDIA Isaac Lab is an open-source robot learning framework that utilizes GPU acceleration and is built upon Isaac Sim, aimed at streamlining and integrating various robotics research processes such as reinforcement learning, imitation learning, and motion planning. By harnessing highly realistic sensor and physics simulations, it enables the effective training of embodied agents and offers a wide range of pre-configured environments that include manipulators, quadrupeds, and humanoids, while supporting over 30 benchmark tasks and seamless integration with well-known RL libraries, including RL Games, Stable Baselines, RSL RL, and SKRL. The design of Isaac Lab is modular and configuration-driven, which allows developers to effortlessly create, adjust, and expand their learning environments; it also provides the ability to gather demonstrations through peripherals like gamepads and keyboards, as well as facilitating the use of custom actuator models to improve sim-to-real transfer processes. Furthermore, the framework is designed to operate effectively in both local and cloud environments, ensuring that compute resources can be scaled flexibly to meet varying demands. This comprehensive approach not only enhances productivity in robotics research but also opens new avenues for innovation in robotic applications.

LIQUi|> serves as a comprehensive software architecture and toolkit specifically designed for quantum computing applications. It features a programming language alongside optimization and scheduling algorithms, as well as quantum simulation capabilities. This tool enables the conversion of high-level quantum algorithms into the low-level machine instructions needed for quantum devices. The development of LIQUi|> is being spearheaded by the Quantum Architectures and Computation Group (QuArC) at Microsoft Research. QuArC has crafted this extensive software platform to facilitate the exploration and comprehension of various quantum protocols, algorithms, error correction methods, and devices. Additionally, LIQUi|> provides functionalities for simulating Hamiltonians, quantum circuits, stabilizer circuits, and noise models, while also accommodating client, service, and cloud-based operations. This comprehensive toolkit is an essential resource for researchers and developers venturing into the realm of quantum computing.

Analytic Solver Optimization is fully compatible with the Excel Solver, designed to tackle any conventional optimization issue, regardless of its size or type, without accommodating uncertainty. What sets it apart from other optimization tools is its ability to conduct an algebraic analysis of your model's structure while efficiently utilizing multiple cores on your computer for enhanced performance. This software can manage nonlinear models that are ten times larger and linear models that are forty times larger than those solvable by the Excel Solver, providing solutions at a significantly faster pace, along with the capability to integrate Solver Engines that can accommodate millions of variables. Additionally, Analytic Solver Simulation offers an intuitive interface for rigorous Monte Carlo simulations, risk analysis, decision trees, and simulation optimization, all powered by Frontline's sophisticated Evolutionary Solver. It features an impressive array of 60 probability distributions, including complex compound distributions, automatic fitting for these distributions, along with rank-order and copula-based correlations, plus 80 different statistics and risk measures, and tools for Six Sigma analysis, as well as multiple parameterized simulations that enhance decision-making processes. The comprehensive functionality of this software makes it an essential tool for professionals seeking to leverage advanced optimization and simulation techniques in their work.

Hardware-in-the-loop simulation serves as a reliable and economical method for conducting tests on physical equipment. It is particularly well-suited for validating designs and assessing intricate systems like those found in vehicles, aircraft, missiles, satellites, rockets, and trains. Instead of testing in real-world settings, evaluations are carried out within a virtual environment. A significant portion of the testing framework is substituted with mathematical models, enabling the integration of various components into a closed-loop system. This approach results in tests that are not only repeatable and organized but also expedited and more dependable. Current hardware-in-the-loop simulation technologies include the SIMulation Workbench real-time modeling platform, which operates on the RedHawk Linux OS. With SIMulation Workbench, users benefit from an all-encompassing framework that simplifies the development and execution of real-time hardware-in-the-loop simulations. The ability to simulate in a controlled environment enhances the accuracy and efficiency of the testing process, making it an invaluable tool in modern engineering.

Simulation modeling, often referred to as predictive modeling, serves as a powerful mechanism for constructing experimental computer models that replicate an existing system with high fidelity. These models may incorporate an AutoCAD design and are enhanced through animations, ensuring that the simulation accurately reflects the operations of the actual system. Moreover, the model can emulate real-life schedules for patients or products, allowing for performance assessments that can be compared to the actual system if it is available. Once the simulation model is developed, it enables the execution of comprehensive experiments on the computer representation, allowing for optimization of performance without interfering with the real-world operations. Additionally, simulation plays a critical role in the creation of entirely new systems from the ground up, starting from basic concepts to meticulously design the ideal facility, hospital, or clinic tailored to the needs of your organization. Furthermore, it can be leveraged as a valuable tool for enhancing existing systems that may not be performing up to expectations, thus driving improvements and efficiencies in their operations. This multifaceted approach to simulation not only aids in crafting new designs but also ensures continuous development and refinement of established systems.

Tackle intricate engineering problems by improving the efficiency of simulations. Simcenter 3D stands out as one of the most thorough and seamlessly integrated CAE solutions available. It allows you to create and assess the performance of complex products through groundbreaking advancements in simulation efficiency. By bringing together various physics domains within a single modeling environment, you can quickly gain deeper insights into how your product performs. This integrated platform facilitates all aspects of CAE pre- and post-processing, allowing for a streamlined workflow. With unmatched tools for geometry manipulation, you can easily defeature and simplify CAD geometry from any origin. Additionally, its extensive meshing and modeling capabilities cater to diverse simulation needs, granting you the exceptional ability to connect your analysis model with design data seamlessly. This connection not only accelerates the often tedious modeling process but also ensures that your analysis models remain aligned with the most current design iterations, ultimately enhancing productivity and accuracy in your engineering projects. By adopting Simcenter 3D, you can significantly reduce development time while improving the quality of your simulations.

RT-LAB is OPAL's real-time simulation program that combines performance and enhanced user experience. RT-LAB is fully integrated with MATLAB/Simulink® and allows for the most complex model-based design to interact with real-world environments. It allows for complex simulations in real-time, including those in aerospace, power electronics and power systems. RT-LAB was first applied on the Canada Arm of the Canadian Space Agency almost 20 years ago. It has revolutionized systems engineering in space, on ground, and at sea. RT-LAB allows engineers and scientists to quickly develop new prototypes and perform the most rigorous testing required for new technologies.

Simcad Pro allows you to visualize, analyze, and optimize process flow systems within an interactive simulation modeling environment. Optimize, plan, optimize, and reorganize processes and procedures, while optimizing layouts, automation, scheduling, and facility improvement. Simcad Pro integrates historical and live data to offer the best simulation tool on the marketplace. Multiple industries can use these applications, including manufacturing, automation and logistics, distribution warehouse, food & beverage, and services. Multi-Threaded – 64 bit Engine Simulator-on-the-fly - You can make real-time modifications to the model as the simulation is running. You can animated the model in 3D, 2D, and VR using Ray Tracing, light effects, and shadows. Singular model building environment. Smart, Spatially Aware Agents. Sub-Flows. Collision Avoidance. Real-Time Connectivity. Spaghetti Diagrams and Congestion Analysis, Heat Maps Efficiency, OEE. Extensive reporting and analysis tools. Scenario Analyzer.

Explore a versatile, scalable, and modular virtual driving simulator that facilitates testing across diverse objectives and performance metrics. The Ansys VRXPERIENCE Driving Simulator, powered by SCANeR™, allows users to create scenarios, evaluate software, analyze vehicle dynamics, and engage with sensors all within a virtual driving framework. This simulator provides a complete virtual driving laboratory for scrutinizing performance outcomes. The VRXPERIENCE Driving Simulator delivers an engaging simulated driving experience situated in a realistic environment. Conduct thorough safety evaluations that enable the simulation of millions of virtual miles in just a few days, significantly accelerating development by a factor of 1,000 when compared to traditional road testing methods. As the landscape of passenger vehicles evolves to become increasingly digital and autonomous, the demand for an array of advanced technologies, including various sensors like cameras, radar, and lidar, as well as sophisticated embedded software for automated control systems, continues to grow. This advancement underscores the necessity for innovative tools in vehicle development and testing.

Cyberbotics' Webots is a versatile, open-source desktop application that operates across multiple platforms, specifically designed for the modeling, programming, and simulation of robotic systems. This tool provides an extensive development environment, complete with a rich library of assets including robots, sensors, actuators, objects, and materials, which streamlines the prototyping process and enhances the efficiency of robotics project development. Additionally, users have the capability to import pre-existing CAD models from software such as Blender or URDF and can incorporate OpenStreetMap data to enrich their simulations with real-world mapping. Webots accommodates various programming languages, such as C, C++, Python, Java, MATLAB, and ROS, which allows developers the flexibility to choose the best fit for their specific needs. Its contemporary graphical user interface, in conjunction with a robust physics engine and OpenGL rendering, facilitates the realistic simulation of a wide range of robotic systems, including wheeled robots, industrial arms, legged robots, drones, and autonomous vehicles. The application sees widespread use in industries, educational institutions, and research environments for purposes such as robot prototyping, AI algorithm development, and testing innovative robotic concepts. Overall, Webots stands out as a powerful resource for anyone looking to advance their work in robotics and simulation technologies.

USIM PAC is advanced software designed for the modeling, analysis, and optimization of industrial processes in a steady-state environment. This comprehensive tool integrates mass balancing with the simulation of various streams and unit operations within a processing plant, all accessible through a unified interface. What sets USIM PAC apart is its ability to provide a detailed and customizable characterization of materials, making it especially beneficial for handling solids and intricate mixtures that are challenging to represent as simple substances. By leveraging this software, engineering professionals can make informed decisions that enhance the efficiency and profitability of their operations, resulting in improvements that are not only faster but also safer. In addition, USIM PAC serves as an all-in-one platform that encompasses simulation, data reconciliation, mass balancing, flowsheeting, equipment sizing, and economic and environmental assessments, facilitating offline process optimization for entire plants or specific sections. As such, it stands out as an essential tool for modern industrial process management and optimization.

Utilize COMSOL's multiphysics software to replicate real-world designs, devices, and processes effectively. This versatile simulation tool is grounded in sophisticated numerical techniques. It boasts comprehensive capabilities for both fully coupled multiphysics and single-physics modeling. Users can navigate a complete modeling workflow, starting from geometry creation all the way to postprocessing. The software provides intuitive tools for the development and deployment of simulation applications. COMSOL Multiphysics® ensures a consistent user interface and experience across various engineering applications and physical phenomena. Additionally, specialized functionality is available through add-on modules that cater to fields such as electromagnetics, structural mechanics, acoustics, fluid dynamics, thermal transfer, and chemical engineering. Users can select from a range of LiveLink™ products to seamlessly connect with CAD systems and other third-party software. Furthermore, applications can be deployed using COMSOL Compiler™ and COMSOL Server™, enabling the creation of physics-driven models and simulation applications within this robust software ecosystem. With such extensive capabilities, it empowers engineers to innovate and enhance their projects effectively.

ExtendSim offers a comprehensive suite of tools suitable for various simulation tasks. Regardless of your intended application—whether it's model creation, execution, or analysis—there's a tailored package available to meet your specific requirements. The product range includes options for model construction, experimentation, and analytical assessment, along with Model Developer Editions and specialized packages focused on simulation execution, model evaluation, or educational purposes. To determine the most appropriate package for your needs, you can explore the User Types section. Users can create, utilize, and dynamically run models, develop custom interfaces and components, as well as exchange and control data with other software applications. Each Model Developer Edition (MDE) of ExtendSim retains a unified core of functionalities, allowing users to design and assemble models and interfaces, adjust parameters, execute simulations and animations, conduct experiments, and perform analyses and optimizations—all while being able to save and export their results effectively. This flexibility ensures that users can fully leverage ExtendSim's capabilities to enhance their simulation experience.

Twinn Witness, created by Royal HaskoningDHV, is an advanced predictive simulation tool that allows organizations to build dynamic virtual representations of their current and future facilities and operations. Through the exploration of various hypothetical scenarios, users can gain valuable business insights and test their decisions without any associated risk. The software delivers both two-dimensional and immersive three-dimensional simulation models, which enhance communication and foster a better understanding of processes and the connections between data. It is designed to be user-friendly, adaptable, and highly effective, providing comprehensive insights into capital expenditures, ongoing improvements, and operational enhancements prior to any financial commitments. This ultimately leads to enhanced performance, lowered costs, and the establishment of strong business cases that promote sustainable growth and maximize return on investment. Additionally, Twinn Witness empowers organizations to make informed decisions that align with their long-term strategic objectives.

ProModel is a cutting-edge discrete-event simulation tool designed to facilitate the planning, design, and enhancement of both new and existing systems in manufacturing, logistics, and various operational areas. This technology enables users to create accurate representations of real-world processes, capturing their natural variability and interconnectedness, which is essential for effective predictive analysis of potential modifications. By focusing on key performance indicators, you can optimize your system's performance. The software allows for the creation of an animated, interactive model of your business environment derived from CAD files, process maps, or Process Simulator models, providing a clear visualization of processes and policies in motion. This visualization aids in brainstorming sessions, where you can explore potential adjustments and devise scenarios to test improvements aimed at meeting business goals. Additionally, you have the capability to run multiple scenarios concurrently and analyze their outcomes using the Output Viewer, which is built on advanced Microsoft® WPF technology, enhancing the decision-making process. This comprehensive approach to simulation not only aids in immediate problem-solving but also fosters long-term strategic planning and innovation.

ProModel is an advanced discrete-event simulation tool that facilitates the planning, design, and enhancement of both new and existing manufacturing, logistics, and various operational systems. It allows you to accurately model real-world processes along with their natural variability and interdependencies, enabling thorough predictive analyses of potential modifications. By focusing on your key performance indicators, you can optimize your system effectively. You can generate a dynamic, animated model of your operational environment using CAD files, process maps, or Process Simulator models. This visualization helps you to clearly observe and comprehend the functioning of current processes and policies. Additionally, you can utilize the model for brainstorming sessions to pinpoint possible changes and formulate scenarios to evaluate improvements aimed at meeting your business goals. Each scenario can be executed independently, allowing you to contrast their outcomes using the Output Viewer, which is built on the latest Microsoft® WPF technology. This comprehensive approach ensures that your operational decisions are data-driven and strategically sound.

Symmetry process simulation software facilitates comprehensive life cycle modeling from initial design through to operational phases, enhancing troubleshooting capabilities, enabling feed and startup analyses, and optimizing system performance effectively. It features an extensive array of design tools specifically for flare and relief systems, allowing users to confirm the efficacy of their entire safety frameworks. The platform boasts versatility, accommodating various applications by evaluating both individual components and complete systems at different levels of detail, whether in steady-state or dynamic conditions. Additionally, Symmetry introduces an innovative methodology for traditional oil pseudo-component characterization methods. By leveraging chemical family structures, its fluid characterization process allows for precise estimation of physical properties in blending, separation, and reactive systems, thus ensuring reliable thermodynamics and effective component tracking throughout the entire system. Furthermore, the software provides a wide range of options that prioritize transparency and user accessibility. This adaptability makes it an invaluable tool for engineers seeking to enhance their process simulations.

FORUM8's VR-Design Studio software is utilized by numerous research institutions, city planners, transportation agencies, and automotive manufacturers across the globe to develop highly immersive and lifelike representations of built environments. This interactive 3D VR simulation and modeling application allows users to manipulate three-dimensional spaces dynamically, conduct an unlimited number of driving simulation experiments, import and modify CAD files, construct and texture models, and automatically generate roads, tunnels, and bridges, facilitating the creation of various design options in real-time, whether online or offline. The finished models empower users to visualize and engage with the virtual environments they have built, which aids in assessing the potential environmental consequences of proposed projects, including their effects on pedestrian and vehicle traffic patterns. This collaborative approach enhances stakeholder engagement throughout the planning process, ensuring that diverse perspectives are considered. Ultimately, VR-Design Studio serves as a vital tool for fostering innovation and improving decision-making in urban development projects.

AWS RoboMaker is a cloud-based simulation platform designed to support robotics developers by allowing them to efficiently run, scale, and automate simulations without the need to manage infrastructure themselves. This service provides a cost-effective approach for scaling simulation workloads and supports large-scale, parallel simulations through a single API call, while also enabling the creation of user-defined, randomized 3D virtual environments tailored to specific needs. Developers can enhance their workflows by conducting automated regression testing as part of continuous integration and continuous delivery pipelines, as well as train reinforcement learning models through numerous iterative trials. Furthermore, the platform facilitates the connection of multiple concurrent simulations to fleet management software, ensuring thorough and comprehensive testing processes. Integrating seamlessly with AWS machine learning, monitoring, and analytics services, AWS RoboMaker empowers robots to effectively stream data, navigate their surroundings, communicate, understand various inputs, and continuously learn. This integration not only enhances the capabilities of robots but also streamlines the overall development process, ultimately leading to more efficient and innovative robotic solutions.

CarMaker serves as a dedicated simulation solution aimed at the creation and efficient evaluation of cars and light-duty vehicles throughout all phases of development, including MIL, SIL, HIL, and VIL. It provides a robust, real-time vehicle model that allows for the early construction of virtual prototypes during the development phase. Users have the flexibility to substitute any component with tailored models or hardware to meet specific needs. By integrating the virtual prototype with a dynamic driver model, a sophisticated traffic simulation, and an intricate road and environment setup, it enables automated, repeatable testing at any time. The user-friendly interface is designed for straightforward parameter adjustments. With the introduction of Movie NX, CarMaker offers a new visualization tool that produces photorealistic simulations of various scenarios. This feature includes realistic lighting and weather effects, allowing the virtual world to simulate real situations at any hour and in any season. Additionally, the built-in high dynamic range (HDR) camera models facilitate accurate testing of camera systems, enhancing the overall testing capabilities. The comprehensive nature of CarMaker makes it a valuable asset for vehicle development and testing.

Equalis offers an extensive array of products and deployment knowledge, encompassing everything from modeling and simulation for product development to infrastructure for testing and development. We deliver complete systems that refresh product development physics models automatically using test data, which significantly reduces both the time and cost associated with product development. Our testing and development expertise includes a diverse range of applications, such as high-speed and high-power rotating machines, mass flow chambers, and large vehicle tilt tables. Additionally, our simulation models for intricate systems are designed to autonomously learn and enhance various forms of data, ensuring that our clients benefit from continuous improvement in their processes. This innovative approach allows us to stay at the forefront of technology in product development.

FEATool Multiphysics – "Physics Simulator Made Easy" – a fully integrated physics simulation, FEA and CFD toolbox. FEATool Multiphysics provides a fully integrated simulation platform that includes a unified user interface for several multi-physics solvers such as OpenFOAM and Computational fluid dynamics (CFD), including SU2 Code and FEniCS. This allows users to model coupled physics phenomena, such as those found in fluid flow and heat transfer, structural, electromagnetics acoustics and chemical engineering applications. FEATool multiphysics is a trusted tool for engineers and researchers in the energy, automotive and semi-conductor industries.

Ansys Maxwell serves as a powerful electromagnetic field solver tailored for electric machines, transformers, wireless charging systems, permanent magnet latches, actuators, and various electromechanical devices. It adeptly addresses the challenges of static, frequency-domain, and time-varying electric and magnetic fields. Additionally, Maxwell comes equipped with specialized design interfaces specifically for electric machines and power converters. With the capabilities of Maxwell, users can accurately analyze the nonlinear and transient behaviors of electromechanical components, as well as their impact on drive circuits and control system designs. By utilizing Maxwell’s state-of-the-art electromagnetic field solvers in conjunction with integrated circuit and systems simulation technologies, engineers can gain insights into the performance of electromechanical systems well before any physical prototypes are created. Moreover, Maxwell is recognized for delivering reliable simulations of low-frequency electromagnetic fields pertinent to industrial components, making it a valuable tool in the design and analysis process. This comprehensive approach not only enhances design efficiency but also aids in minimizing potential issues during the development stage.

Discover how to effortlessly scale your simulations across multiple instances without the burden of management. AWS SimSpace Weaver simplifies the process of creating and executing large-scale spatial simulations in the cloud, allowing you to concentrate on development while AWS handles the intricacies of scale and complexity. Gain insights into potential real-world scenarios and immerse yourself in expansive, city-scale 3D environments. Expand the size, complexity, and quantity of objects in your simulations, all distributed across instances effectively managed by SimSpace Weaver. Eliminate the tedious challenges of data management, replication, and time synchronization between servers. Enjoy seamless integration with well-known development frameworks and simulation platforms, including Unreal Engine and Unity. Build millions of dynamic entities featuring distinct behavioral models in virtual settings that closely mirror reality. Model intricate systems like traffic flows, public transit networks, or supply chain dynamics on a city-wide or even national scale, enhancing your simulations' realism and applicability. With these capabilities, your simulations can serve as powerful tools for analysis and decision-making in urban planning and infrastructure development.

As power systems continue to advance, there is an increasing demand for precise and user-friendly simulation tools. PSCAD enables users to effortlessly design, simulate, and model their systems, unlocking endless opportunities for power system simulation. The software features an extensive library that includes a variety of system models, from basic passive components and control functions to intricate electric machines and other sophisticated devices. With over four decades of dedicated research and development, PSCAD has evolved significantly. The insights and suggestions from our worldwide user community have been a driving force behind this progress. This approach has solidified PSCAD's reputation as the leading choice for power system transient simulation available in the market today. Maintaining your software is the most economically sound method to safeguard, support, and enhance your investment, ensuring you derive maximum value from your tools. Additionally, regular updates and support help users stay abreast of the latest advancements and features, further enhancing their simulation experience.