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I need to reproduce the complete control model from a published paper on grid-connected photovoltaic inverters—specifically the PI + Resonant current controller—and then push the work further by adding an intelligent ANN-based control structure. Everything must be built and run in MATLAB/Simulink so that I can validate the original results first, then make a clear side-by-side comparison between the classical and the new approach. The task starts with an exact replication of the paper: identical parameters, same test grid, and matching waveform plots. Once that baseline is confirmed, you will design, train, and integrate an artificial neural network controller, tune it, and show how it behaves under identical scenarios. I am especially interested in response time, harmonic distortion, and efficiency improvements, but feel free to highlight any other advantages your model reveals. The simulation should be flexible enough to toggle standard test grid settings, weather variability, and load changes; if you already have reusable blocks or data sets for these, great—otherwise please create them. Deliverables • Fully commented Simulink model of the original PI + Resonant control system • ANN-enhanced controller integrated into the same model (clearly modularised) • MATLAB scripts/functions for training and running the ANN • A concise technical report (plots, numerical tables, discussion of results, and your methodology) • Any custom data or lookup tables used in the study Acceptance criteria • Baseline simulation matches key figures from the reference paper within a reasonable margin • ANN controller runs stably over all tested scenarios and demonstrates measurable improvement in at least one target metric • All files open and execute without errors in the stated MATLAB/Simulink version If you have already tackled similar grid-connected inverter problems or hybrid control schemes, let me know—sample outputs or references are welcome.
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Hello there, It's my pleasure to write to you that I will assist you reproduce the complete control model on photovoltaic inverter. I am an electrical engineer experienced in power electronics open loop and closed loop system design. I have worked on bidirectional DC-DC converter, PWM generator for inverter. And currently I am working on a Multi-Objective Optimization of Battery storage for Grid Integrated Solar Power Plants. I will provide you • Fully commented Simulink model of the original PI + Resonant control system • ANN-enhanced controller integrated into the same model (clearly modularised) • MATLAB scripts/functions for training and running the ANN • A concise technical report (plots, numerical tables, discussion of results, and your methodology) • Any custom data or lookup tables used in the study I ensure that all models are organized, easy to run, and compatible with your specified MATLAB/Simulink version. Kindly initiate the chat and proceed further. Thank You Regards, Suraj K. Mandal
$75 USD in 5 days
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28 freelancers are bidding on average $130 USD for this job

I have strong experience in MATLAB/Simulink-based power electronics and control systems, including grid-connected inverter modeling. I can accurately reproduce the PI + Resonant current controller with identical parameters and validate results against the reference paper. My approach ensures waveform matching, THD verification, and dynamic response alignment. I will then design and integrate an ANN-based controller using MATLAB Neural Network Toolbox. The ANN will be trained and tuned for improved response time, stability, and harmonic reduction. Both controllers will be modular, allowing direct switching and fair comparison under identical conditions. I will include flexible test scenarios such as grid variations, load changes, and irradiance profiles. All deliverables will be fully documented, clean, and reproducible without errors. Relevant similar work in inverter control and Simulink modeling can be shared upon request.
$140 USD in 5 days
6.8
6.8

With a deep background in electrical engineering and over **X** years of experience working with MATLAB and Simulink, I'm confident that I am well-suited to tackle your project on grid-connected photovoltaic inverters. My proficiency extends to programming the intricate control models you require and validating results to ensure accuracy. Additionally, I have an inclination for innovative problem-solving, exemplified by my ability to design, train and integrate artificial neural network controllers - a skill that will prove invaluable as we push the work beyond the paper's parameters and implement the intelligent control structure you seek. A notable advantage of this approach is its potential to improve response time, harmonic distortion and efficiency, all of which align with your goals. In conclusion, my specialized skills in design and analysis matched with my experience implementing hybrid control schemes make me uniquely qualified for this task. Through my detailed technical reports complemented by clear modularised codes and comprehensive documentation, I can guarantee that all deliverables will meet your requirements. With me on your team, you can be assured of both a reliable simulation model and substantial value addition through an intelligent ANN-based architecture.
$120 USD in 2 days
5.9
5.9

Hi there, I'm an electrical Engineer expert on Manufacturing Design and responsible for designing, developing, and maintaining printed circuit boards used in electronic devices and systems. Consider factors such as signal integrity, power distribution, thermal management, and maneuverability, Electronic components, circuit design, and MATLAB manufacturing processes Familiarity with MATLAB Schematics fabrication and assembly technologies, https://www.freelancer.com.bd/u/GdevDataSceince Let's discuss this further via chat, and I'll start your project right now. Thanks Gdev
$140 USD in 7 days
5.1
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Hello there, I’m a reliable and detail-oriented professional with experience delivering high-quality results across a range of projects, ensuring accuracy, efficiency, and clear communication throughout. I focus on understanding your exact requirements and providing solutions that are practical, well-structured, and ready for immediate use or implementation. I can start right away and deliver within your timeline while maintaining strong attention to quality and consistency.
$150 USD in 2 days
4.5
4.5

With a comprehensive background in software development, data science, and electronic engineering, I possess the unique skill set to handle the complex requirements that your project entails. My expertise in MATLAB and Mathematica is particularly relevant here, as is my proficiency in Python and R for regression and predictive analytics. Having developed machine learning and deep learning solutions before, I am confident in my capabilities of designing, training, and integrating an artificial neural network controller into your PV inverter control system. I believe my broad knowledge base will ensure the deliverables are accomplished to an exceptional standard. Apart from the Simulink model of the original PI + Resonant control system and a modularized ANN-enhanced controller, I would also provide you with MATLAB scripts/ functions for training and running the ANN. Furthermore, your project's cornerstones of precise testing, measurable improvements, and clear comparative analyses align perfectly with my meticulous approach to problem-solving and effective communication.
$150 USD in 3 days
4.4
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Hi, I am an electronics and communication engineer. I have simulated many research papers in matlab.I can simulate your research paper and add an ANN based control structure and complete your project in given time. Please send details of your project. I shall submit results before awarding your project and after awarding project, I shall submit project with all details according to standards decided for submission of the project with all updates required by you. If you award me your project, I shall thankful to you.
$100 USD in 3 days
5.3
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Hi, This is a strong match for my experience in control systems modeling and MATLAB/Simulink-based validation workflows, especially where a classical controller must be reproduced and then extended with intelligent control. I will start by recreating the PI + Resonant current controller exactly as described in the paper, including identical parameters, grid conditions, and test scenarios. I will validate the model by matching waveform plots and key metrics (THD, response time) within a reasonable margin. Once the baseline is confirmed, I will design and integrate an ANN-based controller. The ANN will be trained using MATLAB tools and structured to remain modular so you can easily switch between classical and intelligent control. I will tune it to ensure stability and measurable improvement under identical test conditions. The Simulink model will support configurable scenarios, including grid variations, load changes, and weather inputs. I will also include reusable blocks for flexibility. Deliverables will include: Fully commented Simulink model (PI + Resonant baseline) ANN-integrated version (modular and toggleable) MATLAB scripts for training and evaluation Technical report with plots, comparisons, and analysis Any custom datasets or lookup tables I focus on accuracy in replication and clarity in comparison, ensuring your results are both valid and easy to interpret. I can start immediately once you share the reference paper. Best regards, Doan
$140 USD in 2 days
4.2
4.2

I specialize in MATLAB/Simulink-based control system modeling, particularly in power electronics, grid-connected inverters, and advanced hybrid control strategies. I can accurately replicate your PI + Resonant current controller model from the published paper, ensuring parameter-level fidelity, correct waveform matching, and validated baseline performance before any enhancements are introduced. My approach begins with rebuilding the exact Simulink architecture, tuning PI + resonant loops, and verifying results against the reference figures. Once the baseline is confirmed, I will design and integrate an ANN-based controller, including training scripts, dataset preparation, and optimization for stability and dynamic performance under varying grid and load conditions. You will receive a fully modular Simulink model, MATLAB training code, and a technical report comparing classical vs ANN control, with clear analysis of THD, response time, and efficiency improvements.
$30 USD in 1 day
4.2
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Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter
$30 USD in 1 day
3.8
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Dear, I can help you replicate the full control model of the grid-connected photovoltaic inverter and extend it with an ANN-based controller in MATLAB/Simulink. I have experience working with power electronics systems, including PI and resonant controllers, and I will ensure the baseline model closely matches the reference paper—using identical parameters, grid conditions, and waveform outputs. The Simulink model will be fully commented and modular, allowing you to clearly validate the original results before moving on to enhancements. Once the baseline is verified, I will design and integrate an ANN controller, train it using appropriate datasets, and compare its performance against the classical approach under identical conditions. The system will be flexible to test variations in grid settings, weather, and load changes. I will also provide MATLAB scripts for training and simulation, along with a concise technical report including plots, numerical comparisons, and methodology. I’m confident I can deliver a stable, well-documented model that meets your acceptance criteria—let’s connect to discuss the paper and your MATLAB version so we can get started quickly.
$140 USD in 3 days
4.1
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Hi, I am Zakaria, a Master’s graduate in Automatics and Systems. I specialize in high-fidelity power system modeling and the integration of intelligent control architectures ($ANN/Fuzzy$) into classical electrical drive and inverter systems. Why I am the best fit for your project: * **Advanced Control Specialization:** My Master’s degree in Automatics and Systems provided me with deep mathematical expertise in both classical frequency-domain control (PI, PR) and state-space representation. I have extensive experience designing Proportional-Resonant (PR) controllers specifically for grid-tied applications to eliminate steady-state error at the fundamental frequency. * **AI & Neural Network Integration:** I am highly proficient in the MATLAB Deep Learning Toolbox and Simulink. I have successfully implemented hybrid control schemes where ANN-based observers or controllers replace or augment traditional loops to improve dynamic response and Total Harmonic Distortion (THD) under non-ideal grid conditions. * **Proven Simulation Success:** I have previously developed MPC and ANN control simulations for PV pumping systems and SynRM drives. Estimated Timeline:** I can deliver the validated baseline and the integrated ANN structure with the full technical report within **7–10 days.
$250 USD in 7 days
3.8
3.8

Hi there, I noticed you need to reproduce the complete control model from a published paper on grid connected photovoltaic inverters (PI + Resonant current controller) in MATLAB/Simulink, then add an intelligent ANN based control structure, validate baseline results, and compare classical vs new approach in terms of response time, harmonic distortion, and efficiency. I have extensive experience modeling grid connected inverters and designing ANN controllers in MATLAB/Simulink, including a recent project where I replicated a published PI+Resonant controller for a 3 phase inverter, then replaced the PI with a feedforward neural network trained using historical error and derivative data, achieving 30% faster settling time and 20% lower THD. I can deliver a fully commented Simulink model, ANN integration, training scripts, and a technical report with plots and tables. Please share the reference paper and any specific parameter sets. Best regards, Mobasher Reza
$240 USD in 3 days
2.9
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Hi! I’m Abdullah Mohammed, an electrical engineer with a Master’s in Power Engineering and extensive hands-on experience in grid-connected PV inverter control systems in MATLAB/Simulink. ✅ What Sets Me Apart: ✔️ I specialize in accurately reproducing published control models (especially PI + Resonant current controllers) with identical parameters, test grids, and waveform results. ✔️ I have strong experience designing, training, and integrating ANN-based controllers to enhance classical structures, showing clear improvements in response time, harmonic distortion (THD), efficiency, and robustness under grid variations, weather changes, and load steps. ✔️ I deliver clean, modular Simulink models, well-commented MATLAB scripts for ANN training, full side-by-side comparisons, and a professional technical report with plots and tables, all ready to run without errors. I’m very confident I can deliver this project to a high standard. I’m waiting to receive the research paper so we can review it together, confirm all details, and start immediately. Looking forward to your message so we can move forward quickly!
$70 USD in 1 day
3.0
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Hi, This is a strong fit because the project has a clear two-step goal: first **reproduce the published PI + Resonant controller accurately**, then build the **ANN-based controller on the same Simulink foundation** so the comparison is meaningful rather than theoretical. I can help structure it exactly that way: 1. replicate the paper in **MATLAB/Simulink** with matching parameters, grid conditions, and key waveform outputs, 2. validate the baseline against the reference figures, 3. design and integrate the ANN controller in a modular way, 4. compare both approaches on response time, stability, THD, efficiency, and scenario changes such as weather/load variation. What matters most here is not just making an ANN “run,” but proving the baseline first and then showing measurable differences under the same conditions. That’s exactly how I’d approach it. I can deliver: * commented Simulink model * modular ANN-enhanced version * MATLAB scripts for training/running * concise technical report with plots, tables, and methodology If you send me the paper title and MATLAB version first, I can tell you the cleanest implementation path right away. Best regards. Ankit.
$100 USD in 2 days
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Hi, I have handled a similar design for grid-connected Pv inverter. My design was soley on SIMULINK where i did all the simulations. Great to hear you already have a research paper for reference, I would be glad to replicate the results you need. I am proficient in PI or PID control. For the Machine learning model i uitilized fuzzy logic and XG boost but i would love to mention that i'm skillful in number of ANN both training and deployment. Reach for further discussions.
$140 USD in 7 days
1.8
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Hi, I have experience in grid-connected inverter control and ANN-based control systems using MATLAB/Simulink. With a Mechatronics Engineering and Data Science background, I’ve worked on similar control modeling and optimization tasks. I will first reproduce the PI + Resonant current controller exactly as in your reference paper, ensuring parameter accuracy and matching waveforms. After validating the baseline, I will design and integrate an ANN-based controller using MATLAB’s Neural Network Toolbox to improve system performance. The model will be modular, allowing easy switching between classical and ANN controllers, and will include test scenarios such as grid variations, irradiance changes, and load disturbances. I will also provide clean Simulink files, training scripts, and a concise report comparing response time, THD, and efficiency. I focus on accurate, reproducible simulations and clear documentation. Let’s discuss the paper and requirements. Best regards, Reza
$38 USD in 7 days
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Hello In projects similar to Infogram and Plotly, I developed simulation-based models combining classical control systems with AI enhancements. A key challenge was aligning theoretical models with simulation accuracy, which I solved through parameter tuning and modular design. This ensured reliable baseline replication and enabled clear performance improvements when integrating intelligent controllers like ANN. Looking at the job posting, I see a strong focus on both academic accuracy and innovation. I think this will be successful because combining validated classical control with ANN comparison provides clear, measurable insights into system performance. Your project requires control system replication and enhancement, so I intend to accurately rebuild the PI + Resonant controller in Simulink, validate it against the paper, and integrate a modular ANN controller for direct comparison under identical conditions. Because this project involves simulation and AI, it supports MATLAB/Simulink, control system toolboxes, neural network toolbox, and structured testing scenarios for grid and load variations. Could you clarify the MATLAB/Simulink version you are using and whether the reference paper includes all parameters or requires estimation? Also, do you prefer a specific ANN architecture (MLP, RBF, etc.) or should I determine the optimal structure? I will gladly answer. Thank you, Christopher
$150 USD in 5 days
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Hi! Replicating a PI+Resonant PV model before upgrading to ANN is a brilliant approach. While others struggle to train stable neural nets for grids, my edge is practical MBD. Let's build a modular Simulink architecture to perfectly contrast both methods!" Execution Plan (Milestones): Baseline Replication: Build the PI+Resonant grid-connected inverter in Simulink to exactly match the reference paper's waveforms. ANN Integration: Train the ANN controller via MATLAB scripts, integrating it as a modular, togglable subsystem. Validation & Report: Run variable weather/load scenarios and deliver a concise technical report comparing THD, efficiency, and response times. Why I’m the Best Fit: I’m Abdelrahman, an MBD Engineer. I recently developed a "Smart Mobile Power Station using Microgrids and AI," which perfectly matches your need for PV power electronics and intelligent control. I know how to train stable ANNs that genuinely improve grid harmonics, rather than just producing theoretical models. I will deliver a pristine, perfectly modular Simulink file to make your side-by-side comparison effortless. Can you share the paper's DOI so I can review the baseline parameters? Let's chat
$140 USD in 7 days
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Hello, I’m Qadeer. I can help you reproduce the PI + Resonant current control model for a grid-connected PV inverter in MATLAB/Simulink and extend it with an ANN-based intelligent control layer for performance comparison. What I will deliver: Fully replicated Simulink model of the published PI + Resonant controller (exact parameter matching, identical test conditions, validated waveforms) Clean, modular ANN-based controller integrated into the same system for direct comparison MATLAB scripts for ANN design, training, and testing under varying load/grid conditions Configurable simulation setup (grid variation, irradiance changes, load dynamics) Side-by-side performance evaluation: response time THD (harmonic distortion) efficiency and stability improvements Technical report with: plots numerical comparison tables methodology and discussion of results Clean, well-commented Simulink files for reproducibility Approach: I will first ensure the baseline PI + Resonant model matches the reference paper outputs closely. Once validated, I will integrate and train the ANN controller and evaluate it under identical test scenarios to ensure a fair comparison. The final goal is a stable, modular simulation environment where you can toggle between classical and AI-based control and clearly observe performance differences. I’m ready to review the paper and begin implementation immediately. Best regards, Qadeer
$30 USD in 1 day
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As a seasoned data scientist and electrical engineer, I possess the technical prowess to build and elucidate complex models in MATLAB/Simulink, bringing your inverter control simulation project to life. My proficiency in MATLAB and Mathematica specifically equips me with the programming dexterity needed to not only recreate the baseline control model but also to effectively integrate the proposed artificial neural network controller. This amalgamation of skills not only ensures that both components of the model will function seamlessly together, but also that the ANN training and tuning are executed meticulously. Further enhancing my fit for your project is my previous experience with hybrid control schemes. I've developed a wide range of machine learning models - including ANN - that have improved upon classical methods. As you've articulated particular interests in response time, harmonic distortion, and efficiency improvements, I'm well-versed in these metrics. Notably, my experiences mirror your desire for simulation flexibility by delving into standard test grid settings, weather variability, and load changes. Moreover, through my work as an AWS-certified Solutions Architect,I ensure my Simulink designs are easily reproducible--effectively sharing what might otherwise remain complex models. Let's collaborate and produce more than just a replication but an innovative extension of your grid-connected photovoltaic inverters' control model!
$150 USD in 3 days
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