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    ...understood by those well-versed in Simulink. Leveraging your knowledge, I need assistance in modeling simulation, establishing an effective control system design, and performing signal processing. Key responsibilities: - Build a model simulation - Design a stringent control system - Perform signal processing Although the specific task was not clarified, I value a freelancer who can dynamically adjust to the task at hand. Hence, your application should highlight your past work, experience, and a detailed project proposal–these are essential components to your success in this project. The ideal freelancer should display: - Excellent knowledge of Simulink - Previous experience in model simulation, control system design, and signal processing - Prof...

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    Fuzzy Logic Matlab Task 6 days left
    VERIFIED

    I need a professional with extensive experience in Fuzzy Logic and Matlab. Since I haven't defined the exact task or domain, I anticipate your ability to tackle various applications ranging from control system design, pattern recognition, forecasting, robotics, financial analysis, to traffic control. The final output, yet to be specified, could be anything from improved system performance, enhanced decision-making, or better data analysis. Since the assignment specifics are yet to determined, I require someone who is flexible, creative, and solutions-oriented. Matlab proficiency is a must.

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    I am looking for assistance in optimizing battery performance through Matlab simulation. Due to the project specifics not being clarified, the professional should be comfortable and experienced in working with a range of battery types such as Lithium-ion, Lead-acid battery and Nickel-metal hydride batteries. Key points to consider for this project: Skills and Experience • Understanding and experience in working with various battery types • Proficiency in Matlab for creating simulations and testing • Strong analytical modeling skills Project Objectives • Provide research and suggestions on optimizing battery life, decreasing charging time and improving power output. • Develop a comprehensive Matlab...

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    ...looking to embark on a project that requires expertise in telecommunications, specifically in designing point to point communication systems like simplex, duplex, using radio as the communication type. To see this project to its fruition, I will need a professional who can design a communication link with various parameters. Thereafter, we'll need to carry out Link-level modeling and simulations in Matlab. The ideal candidate should: - Have a solid understanding of point to point communication systems, specifically both simplex and duplex systems. - Be proficient in using MATLAB for simulations. Following the simulation, we'll analyze the performance of our designed system using several metrics. For the simplex system, we would be ...

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    Seeking a proficient ghostwriter skilled in crafting contemporary romance narratives to write several chapters for my book proposal. As an adult-focused project, the tone should be suitable for mature readers. Key Responsibilities: - Develop engaging, relatable, and captivating romance narratives. - Write several chapters of the book proposal. Ideal Candidate: - Experience writing contemporary romance. - Ability to write for an adult audience. - Strong grasp in creating compelling characters and plots. - Excellent English language and writing skills. Your passion for contemporary romance will be a huge asset in bringing this project to life.

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    ...skilled Tableau developer to create a comprehensive and interactive dashboard for my project. The source of data will be Excel files. The Project involves: - Designing and implementing Interactive filters in the dashboard to allow ease of navigation and data manipulation. - Integrating dynamic graphical elements which include Pie Charts, Line Graphs, Bar Graphs, and Box-and-wisker Plots. Ideal Skills & Experience: - Strong expertise in Tableau dashboard design and development - Prior experience working with Excel datasources - Excellent in designing interactive filters - Proficiency in creating different types of graphical data visualizations on Tableau - Attention to detail for error-free dashboard deployment - Strong communication for updat...

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    Perform an in-depth sensitivity analysis of a Pressure Swing Adsorption (PSA) process for CO2 capture using zeolite 13X. Scale up a CO2 capture system from a small-scale experimental study detailed in the attached research paper to an industrial application focusing on a flue gas stream solely made up of CO2 and N2. This comprehensive investigation can be based on specific equations, data, and parameters that will be provided from a relevant paper. Duties and Responsibilities: - Understand the Base Model: Analyze the experimental study to grasp foundational models and calculations. - Industrial Sensitivity Analysis: Utilize any effective method to scale up these findings to industrial levels. - Use MATLAB, Excel, or any other tool to conduct a detailed sensitivity an...

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    I'm seeking a skilled microcontroller programmer...(PI) controller into the dsPIC microcontroller. 2. Input signals of the system include voltage and current. Being proficient in handling such systems is paramount. 3. Beyond written code, you should provide thoughtful documentation and comments so we can understand your strategies and algorithms. I am not specific about setpoints for voltage and current, so the approach should be adaptable. Ideal freelancers should possess the following skills and experience: - Strong understanding of PI control strategies - Fluency in microcontroller programming - Ability to translate MATLAB code into different languages - Problem-solving mindset to adapt to shifting parameters In your bid, please share relevant experi...

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    I need a proficient Matlab coder to assist with debugging my existing Matlab code which is currently undergoing some issues. Here's what needs to be accomplished: - Debugging: The code needs to be thoroughly examined for bugs and the cause of the malfunctions need to be rectified. - Adding New Functionality: Progressive functions need to be infused into the existing code to improve its overall productivity. - Optimization: In order to expedite the execution process, the overall performance of the code needs to be enhanced. The ideal candidate should not only possess substantial experience in Matlab coding, but must also be dexterous in debugging and optimizing for performance improvement. Prior experience in adding new functionalities...

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    I'm looking for a proficient Matlab programmer with expertise in chemical engineering simulations to develop a comprehensive model for a Plug Flow Reactor (PFR). My goal is to analyze the conversion of reactants, product yield, and overall reactor efficiency, focusing on temperature and pressure as critical parameters. Key Project Deliverables: - Establish the PFR model in Matlab. - Integrate temperature and pressure variables using 2-D pseudo homogeneous model. - Calculate reactant conversion, yield, and efficiency. Ideal Candidate: - Proficient in Matlab coding. - Solid background in chemical engineering, specifically reactor design and modeling. - Understanding of PFR kinetics and mass-energy balances. - Ability to interpret simul...

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    I need a proficient Matlab Simulink professional to simulate the current production in a semi-truck's solid oxide fuel cell. This should take into account multiple variables, specifically: - Temperature - Pressure - Fuel flow rate These should be varied at high levels in the simulation. With a requirement for medium precision, the model should sufficiently represent the real-world scenario without too much granularity. The goal is to understand how these variables affect the current production. The ideal candidate should have a strong background in thermodynamics, system simulations, and Matlab Simulink. Experience in solid oxide fuel cells and vehicular simulations would be a significant advantage.

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    I'm seeking an experienced MATLAB expert to assist in developing a strategic plan for optimizing battery usage. This project involves creating a comprehensive, data-driven strategy to maximize the performance of a battery system while extending its lifespan. Key Responsibilities: - Assist in identifying the primary goal of the battery usage strategy (maximizing battery life, maximizing performance, or finding a balance between the two) - Utilizing MATLAB to analyze historical data, develop mathematical models, and simulate various scenarios to determine the most effective battery usage strategy - Collaborating with me to understand the specific device or system the battery is being used for, and tailor the strategy accordingly - Providing an actionable, de...

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    I'm looking for an expert specialized in Computer Science (CS), Electrical Engineering (EE) and Mechanical Engineering (ME) to assist me with academic projects particularly focused on Power Systems with emphasis on Renewable Energy Integration. This will require: - Profound knowledge of Computer Science, Electrical and Mechanical Engineering concepts - Expertise in dealing with Power Systems, specifically Renewable Energy Integration into Power Systems - Tools Matlab, Python - Algorithms development Expect your assistance to be comprehensive, covering all bases to ensure outstanding outcomes. Your bid should demonstrate your expertise in these areas.

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    ...an existing Matlab project related to image processing. An issue has arisen with the code failing to read images as expected. The task will involve you looking inside the mechanics of the current program, identifying the source of the image reading problem and then rectifying it. The work doesn't end with just repairing the code; measures should be taken to ensure this error doesn't recur in any possible future scenarios. I am looking for someone with: - Proficiency in Matlab image processing toolbox. - Strong skills in Matlab debugging. - Experience in identifying and fixing the root causes of scripting errors. - An ability to work efficiently and quickly. Additionally, it would be beneficial if you have: - Prior experience...

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    MATLAB USERS Visual Processing and Object Detection: The first task will be to detect and segment objects in images using traditional computer vision methods. It will be necessary to automatically separate the balls from the background and evaluate the accuracy of the segmentation. Feature Calculation: The second task will be to extract texture and shape features. By using appropriate algorithms to calculate the shape attributes of the balls, it will then obtain textural attributes with gray level collaborative matrices. Object Tracking: The third and final task will be to track the movement of a ball by applying a Kalman filter. Working with real and noisy coordinates, it will create a tracking algorithm and compare the tracked path with the real one. summarize this in...

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    ...seeking a proficient freelancer to model a battery energy storage system using MATLAB/Simulink. The system is intended to serve as a backup power supply for a large industrial facility. Key Project Details: - Intended Use: The primary function of the battery energy storage system is to serve as a reliable backup power source. - Scale: I'm looking for a model that's specifically tailored for a large industrial facility. This involves understanding the energy consumption patterns of such an environment and designing a system that adequately meets the facility's energy needs during power outages. - Software Preference: Due to the complexity of the project, the ideal candidate should have a strong background in MATLAB/Simulink. This tool is essential f...

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    I'm in need of a custom Python parser using the pylatexenc library. It should mainly feature: - Special Feature Parsing: This parser must be able to parse through figures, tables, and equations specifically, while remaining in original LaTeX format. - Format Conversion: convert to simple text The ideal candidate for this project will have proven Python skills, familiarity with the pylatexenc library, and knowledge of LaTeX. They should also have experience with custom parser creation, and be familiar with converting LaTeX into other formats. Note: extensive testing on sample latex projects needs to be conducted to make sure its generalizability.

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    ...intermediate-level Research Assistant, highly proficient in Python, to assist me in developing deep learning algorithms for a specific project. Key Responsibilities: * Step 1: Regenerate exact same graphs as shown in the PDF using the same dataset. * Step 2: Apply various ML + DL algorithms for future prediction and obtain better results in terms of accuracy, precision, F1-score, RMSE, ME, MAE, RMSE, MAPE, etc., than already applied models. * Step 3: Documentation of the work, along with a discussion to validate the model's usage and justify it as scientific research paper. Ideal Skills & Experience: * Proficiency in the Python programming language. * Prior experience in machine learning and deep learning algorithms. * Proficient i...

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    Hi, I have a completed MATLAB project that was done using functions that should not be used. Can you review it and rewrite it using the functions that I will provide you?

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    I'm in search of a MATLAB expert with a strong background in control engineering. Your main task will be debugging my current model predictive control code. Requirements: - Proven experience in MATLAB, especially in the context of control engineering. - Expertise in debugging code, particularly in fixing the issues related to code running and error messages. - Ability to work independently and efficiently. Your proposal should include: - Relevant past work in MATLAB, particularly in control engineering. - Details on how you usually debug code and your approach to dealing with issues. - Your understanding of model predictive control and examples from your past work that demonstrate this. Your application w...

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    I am in need of a skilled MATLAB developer with a background in control engineering or related fields. The project involves debugging my existing code on model predictive control. Key Responsibilities: - Collaborate with me using a collaborative coding platform to resolve the error messages and incorrect results in the code. - Ensure the code provides accurate predictions as expected. Ideal Freelancer: - Proficient in MATLAB with a strong understanding of model predictive control. - Experience with debugging complex mathematical algorithms. - Strong communication skills and a willingness to collaborate through a shared coding platform.

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    I'm looking for a MATLAB expert who will develop a simulation model for both Vehicle-to-Grid (V2G) and Grid-to-Vehicle (G2V) technologies. The core aspect of your work should emphasize on the scheduling of charging and discharging within the system. Key Tasks: - Simulate both V2G and G2V technologies accurately - Focus the simulation model primarily on scheduling of charging and discharge cycles - Ensure the model is flexible enough for future tweaks and adaptations Skills and Experience: - Proficient in MATLAB, especially signal processing module - Strong knowledge and experience in energy systems simulation - Good understanding of V2G and G2V technologies - Familiar with energy scheduling and management

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    I'm seeking a talented designer to create a custom bar graph and scatter plot for my Results Chapter. The data for the graphs will be provided in a spreadsheet. Ideal skills and experience: - Proficiency in designing data visualizations, particularly bar graphs and scatter plots - Experience working with quantitative data - Ability to translate provided data into engaging and informative visual representations Key Requirements: - Understand and adhere to data representation best practices - Provide high-quality, custom designs that are unique to the project - Attention to detail and ability to work with provided data in a spreadsheet Color choices: - No specific color scheme is required, but please ensure that any colors used are accessible and do not hi...

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    need of a computer vision expert; proficiency in MATLAB is particularly essential. 1-Image Segmentation and Detection: To perform segmentation and detection of objects in images in accordance with the requirements of the given tasks, without using deep learning methods. Separation and detection of objects from the background using conventional computer vision techniques on images. 2-Feature Calculation: Extracting features from images of objects, especially calculating textural and shape features. Using appropriate algorithms to identify and extract image features. 3-Object Tracking: Development and implementation of Kalman filter or similar tracking algorithms. Using appropriate mathematical models and algorithms for tracking and predicting the movements of ...

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    I'm looking to develop a scheduling strategy that optimizes battery usage, with an aim ...haven't been provided, the freelancer should be prepared to create a versatile solution that could be adjusted if needed. Key aspects for the project: - Development of a method to optimize battery usage for unknown battery systems. Experience in deterministic model formulation would be ideal. - Ability to incorporate constraints or limitations in the future. This could be the maximum battery capacity, available charging/discharging rates, time-of-use electricity rates, and renewable energy generation. If you have expertise in Matlab and experience in battery scheduling or similar projects, I invite you to place a bid. Please share relevant past projects ...

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    I'm looking for an experienced MATLAB-Simulink professional to help me simulate DC arc faults in PV system. Key Project Details: - The primary purpose of the PV system is power generation. - I need the simulation to provide details on basic electrical parameters and arc dynamics. - I need the simulation using different arc models (Cassie, Mayr, Habedank, Kema, Paukert, Modified Paukert, Heuristic). - The Pv system (20 kW) should be connected to the grid. - The Pv system should have a dc-dc converter and inverter. The ideal freelancer for this project should have: - Strong expertise in MATLAB - Simulink - Experience with simulating electrical systems - Familiarity with photovoltaic systems would be a plus

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    I'm seeking a talented artist to help bring to li...should be crafted to engage readers of all ages - from children to teens and adults. The main theme, as you may have guessed, is fantasy. Ideal candidates for this project would possess the following skills and experiences: - Demonstrated expertise in writing engaging and compelling fantasy narratives. - A thorough understanding and working experience with the Pathfinder game system. - Familiarity with writing for and catering to a broad audience, including children, teens, and adult readers. - Proven ability to create intricate and absorbing plots, scenarios, and characters. I envisage this project as a collaboration, where your creativity and writing talent will help shape the adventure book into a memorable exper...

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    I'm working on an academic project that requires advanced statistical analysis. I need assistance with regression analysis and hypothesis testing. The statistical analysis is for ...testing. The statistical analysis is for an academic project, so I need someone who has a deep understanding of these methodologies. For the documentation, a comprehensive and professional LaTeX documentation is needed. It should include advanced formatting, custom LaTeX macros, and complex mathematical formulas. Ideal Skills: - Proficiency in regression analysis and hypothesis testing. - In-depth knowledge of LaTeX, particularly in advanced formatting. - Experience in academic projects is a plus. ***It consists of 6 advanced statistics questions and you...

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    I'm looking for an electrical engineer well-versed in Matlab with a specialization in Power Electronics. Below is a more detailed overview of the project requirements: - Specific Task: The primary task is to design a Simulink model of Power Electronics Bidirectional Converter for Grid to Vehicle and Vehicle to Grid Applications and analysis their performance. - Desired output power level: This system needs to describe the power direction in G2V mode as well as in V2G mode. - Voltage, Current Waveform: The system should output both a specific voltage and current waveform Considering V2G and G2V. Ideal candidates for this project would have expertise in Power Electronics design, particularly with experience in Matlab. Your und...

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    I am in need of an Electrical Engineer with expert MATLAB skills for a task I have at hand. Unfortunately, I've not been able to provide specific details of what functionality or requirements the task entails. However, I would appreciate any professional expertise or suggestions. Ideal Skills & Experience: - Bachelor's or Master's degree in Electrical Engineering - Superior command of MATLAB - Excellent problem-solving abilities - Experience in adapting to new applications - Open and clear communication skills Looking forward to a successful collaboration.

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    I'm in search of a skilled MATLAB programmer who also specializes in computational fluid dynamics (CFD). This role encompasses various important tasks, including the following: - Writing MATLAB code for complex simulations: You must have a strong command over MATLAB programming to create the simulations required for the project. - Ideally should know how pipe organs work in the first place. - Conducting CFD analysis: A comprehensive understanding of fluid dynamics and the ability to perform CFD analysis is crucial for this role. - Optimizing code performance: You should be able to enhance and optimize the performance of the MATLAB code for efficient and effective simulations. The purpose of these simulations and analyses is specifical...

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    I'm currently in need of a detail-oriented Matlab coder with relevant skills and experience. The main objective of this project has not been fully detailed, however, I'm looking for someone who can work with me in unraveling the project's objectives and providing effective solutions. While I'm not constrained with any Matlab version, having experience in multiple versions would be beneficial. Ideal Skills and Experience: - Robust knowledge of Matlab coding - Experience using different Matlab versions is beneficial - Exceptional problem-solving skills Applying for this Project: Please include a detailed project proposal including proposed methodology, your experience related to this task, and a tentative timeline. A wel...

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    MATLAB Electrical Coding 16 hours left
    VERIFIED

    I have an electrical project that requires specialized MATLAB programming skills. This project aims to optimize a hypothetical renewable power microgrid using linear optimization algorithm cvxr in MATLAB. This initiative responds to the growing need for sustainable and efficient energy solutions in the era of climate change. The focus is on how optimization algorithms can enhance the cost effectiveness, efficiency, and reliability of such microgrids. Please check the attached Word file for more details.

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    I'm seeking a skilled freelancer well-versed in Matlab for data analysis. Ideal candidate should have rich experience in handling various kinds of data and provide effective solutions. Time frame for completion is yet to be determined. Key qualifications needed are: - Strong proficiency in Matlab - Background in data analysis - Flexibility with open-ended project timeline - Ability to work independently and efficiently. I look forward to seeing your bids.

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    ...connecting electricity to new plot based on that identify regulations in 6 countries: 1. United Kingdom 2. Qatar 3. UAE 4. Kuwait 5. South Korea 6. Australia These slides are specifically tailored for policymakers, hence they need to be informative and impactful. Key Requirements: - The slides centered around benchmarking different countries regulators requirements for connecting electricity in areas (plots) for new houses or buildings. - The slides must be engaging and showcase clear takeaways of practices - The target audience for the slides are policymakers, so they should be tailored accordingly. Ideal Freelancer: - An individual with expertise in both public policy and electricity delivery. - Someone experienced in creating professiona...

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    Seeking a Python wizard to generate line and scatter plots from simple numerical data housed in Excel files. Your expertise in Python and experience with data visualization is key to succeeding in this role. Please, in your application: - Highlight your experience in Python plotting - Specify similar projects you've completed Going above and beyond to deliver an error-free, clean and professional visualization will be appreciated. Trust me, I value quality. Let's get started!

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    I'm seeking a seasoned Matlab expert specifically familiar with implementing the Kalman filter algorithm. Though the intended application and expected input data for the algorithm is yet to be determined, the expertise you will bring to the table will be invaluable. The goal is to use Kalman filter to esmate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equa ons: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ? With the following skills and experience, you'll fit right into this role: - Proficient in Matlab’s language, operators, and constructs - In-depth understanding of Kalman filter algorithm - Previous experience ...

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    I am in immediate need of a high skilled Matlab Simulink expert to develop a script for me. This project should be completed using the specified software(MATLAB), and your digital submission must include a comprehensively commented script. This script should clearly demonstrate your approach and the functionality of the script, outlining your problem-solving process. Include any additional work, such as scanned handwritten notes. Finally, consolidate your original MATLAB and Simulink files into a single zip archive. Also, include a PDF document containing screenshots of your scripts/block diagrams and the corresponding solutions. (Questions Attached below. This projects need to be completed within 8 hours from which this post is submitted(Melbourne,AU(AEST,...

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    I require a MATLAB expert to assist in analyzing some financial data. Your skills in data analysis should be top-notch. While specific MATLAB toolboxes weren't mentioned, knowledge of Econometrics, Financial, and Statistics and Machine Learning toolboxes would be a huge plus. Understanding of financial data is imperative. Please provide evidence of similar projects you've worked on. Looking forward to seeing your proposals. The goal is to use Kalman filter to estimate the level of the water in the tank using the noisy measurements coming from the level sensor. Assume that the dynamics and the measurements are modeled by the following equations: ?(? + 1) = ? ?(?) + ? ?(?) + ?? ?(?) = ? ?(?) + ?? Here, ?(?) is the input to the system. In...

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    We are seeking a highly skilled PCB Designer specializing in power electronics to join our team. The successful candidate will be responsible for designing and optimizing printed circuit board layouts for high-power conversion systems ranging from 20kW to 40kW. This role requires expertise in PCB layout design, simulation of power electronics circuits, and compliance with safety standards and regulatory requirements. Job Responsibilities: PCB Layout Design: Create and optimize PCB layouts using industry-standard design software (e.g., Altium Designer, Cadence Allegro) for power conversion systems. Simulation: Conduct simulations using tools like LTspice, PSpice or MATLAB/Simulink to verify the performance of power electronics circuits, including converters and inverter...

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    As a beginner in MATLAB and Excel, I'm currently seeking an experienced programmer to guide me through the process of calculating RPM. The core objectives of this project are: -to clearly presented on the g-forces the riders will be exposed to for each of the 3 speeds, whether the forces are enough to pin the riders to the walls, and the rpm of the most suitable ride speed For me, I am aiming - To understand the fundamental techniques of handling three sets of data through Excel. - To learn how to effectively import this data to MATLAB. - Finally, to produce a scatter plot representation of the imported data in MATLAB. This project primarily involves data from an experiment, so I'm aiming at gaining knowledge of not just importing data ...

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    I'm in need of a proficient MATLAB programmer who can efficiently solve system of two coupled first-order linear differential equations(ODEs) for me. Your responsibilities will include: - Applying your expertise in MATLAB to solve system of two coupled of first-order linear ODEs. - Documenting the entire process in a comprehensive report. This should include a full narrative of explanations and justifications, not merely an overview of the procedures and results. - Adhering strictly to MATLAB coding standards throughout the project. (Questions and Report template is attached below.) The perfect candidate for this assignment will have an extensive background in both mathematics and MATLAB programming, with a deep understandin...

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    I'm in need of an expert proficient in creating chemical thermodynamics, mathematical model and a corresponding Matlab simulation for ternary systems, focusing on vapor-liquid equilibrium . Key Tasks: - Developing a mathematical model for calculating vapor-liquid equilibrium for a ternary system. - Applying the Patel Teja equation of state to this model. - Creating a corresponding Matlab simulation code for the model. Ideal Candidate: - Proficient chemical engineering and thermodynamics. - Prior experience with creating mathematical models for vapor-liquid equilibrium. - Equipped with advanced skills in Matlab programming. - Able to provide step-by-step explanations for the developed model and code. Please be prepared to share relevant sam...

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    ...comprehensive study on the performance of our radiative cooling paint in different regions across India, considering the variations in Atmospheric Transparency Windows (ATW) caused by varying water vapor content in the atmosphere. The objective is to analyze how the radiative cooling performance of our paints is influenced by these regional and seasonal variations. Metamaterial: Project Objectives: Data extraction and ATW Variation Analysis: Extract humidity and water vapor data focusing on different seasons in all states of India to plot the variations in the Atmospheric Transparency Window (ATW) across different regions in India. Understand how ATW fluctuates based on water vapor content and

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    I'm looking for a skilled MATLAB expert, particularly knowledgeable about wireless communication. The project revolves around a bit complex MIMO implementation on matlab and analysing different characteristics. - MIMO (Multiple Input Multiple Output) and - Spatial Modulation. The objective of the project aims at: - Improving data rate and capacity, and - Optimizing power efficiency and spectrum utilization. An experienced freelancer familiar with wireless communication, MIMO and spatial modulation could bring great value to this task. Demonstrated expertise in MATLAB programming and image processing is ideal for this project. It's vital that the freelancer can focus on enhancing system performance in terms of data rate, capacity, power ef...

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    This project involves taking a Matlab code that is 85-90% complete and finishing it to certain specifications. The resultant statistical outcome should reflect the results in other established software. The code involves matrix algebra, SVD, eigenvalues, eigenvectors, and other statistics concepts. The fix will probably be no more than 50-100 lines of new code and most likely will represent edits to the existing two medium length scripts.

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    ...expert knowledge in scikit-learn, matplotlib, and jupyter notebooks. The primary goal is to develop a powerful notebook capable of calculating a range of metrics-- not only accuracy, precision, and recall, but also the ROC-AUC, Silhouette score, Davies-Bouldin Index, Calinski-Harabasz Index, Adjusted Rand Index, and Normalized Mutual Information from isolation forest models. The specifics I'm after include: - Developing a jupyter notebook (Python) - Utilizing the existing isolation forest models for outlier detection - Calculating metrics like ROC-AUC, Silhouette score, Davies-Bouldin Index, etc. In addition to this, the notebook should present the results visually through scatter plots, confusion matrices, and histograms. Experience in data visuali...

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