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AI-Based Solutions for Solar Power Plant O&M We are looking for an experienced Freelance Data Scientist / AI Engineer to support the development of an AI-based digital portal focused on advanced Solar Power Plant Operation & Maintenance (O&M). Project Scope The freelancer will work closely with our O&M and engineering teams to design, develop, and deploy AI/ML solutions for large-scale solar plants (100 MW+). Key Responsibilities Predictive Maintenance (Core Requirement) Develop ML models for: Inverter failure prediction Transformer & switchgear health monitoring DC string degradation & anomaly detection Use SCADA, weather, inverter logs, and historical breakdown data Output: Failure probability, RUL (Remaining Useful Life), alerts Thermography Analytics (Drone & Fixed Camera) AI-based analysis of: Drone thermal images (modules, strings, combiner boxes) Substation thermography (fixed thermal cameras) Defect classification: Hotspots, diode failure, connector issues, corrosion, imbalance Automatic severity ranking & maintenance recommendation Spare Parts Prediction & Inventory Optimization Predict spare consumption for: Inverters, PCBs, fans, fuses, connectors, sensors Optimize: Minimum stock levels Failure-based spare forecasting Reduce emergency procurement & downtime AI-Based O&M Portal Development Support backend analytics & intelligence layer Work with: Web dashboard team (Power BI / Grafana / custom UI) Features: Health index dashboards Risk-based maintenance planning KPI tracking (PR loss, availability loss, MTBF)
Projekt-ID: 40082121
11 Vorschläge
Remote Projekt
Aktiv vor 19 Tagen
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11 Freelancer bieten im Durchschnitt ₹27.700 INR für diesen Auftrag

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
₹55.000 INR in 7 Tagen
7,9
7,9

Hi there, I help utility-scale solar operators turn O&M data into actionable AI insights. I have experience building predictive maintenance and computer vision models for energy assets, including failure prediction, RUL estimation, and thermography analysis. I regularly work with SCADA data, inverter logs, weather feeds, and thermal imagery using Python-based ML pipelines. I design analytics layers that plug cleanly into dashboards like Power BI or Grafana and support KPIs such as PR loss and MTBF. Models are built for explainability and operational use, not just accuracy. I reduce risk through staged model delivery, validation on historical data, and close alignment with engineering teams. I am available to start immediately. Regards Chirag
₹15.000 INR in 7 Tagen
4,1
4,1

Hello, I’m Rahul Singh from Team Velora, where we’ve spent 3 years delivering AI-driven solutions and data science projects for industrial applications. We can design and implement your AI-based O&M portal for solar power plants, covering predictive maintenance, thermography analytics, and spare-part forecasting to optimize uptime and costs. Our approach includes developing ML models using SCADA, inverter logs, and drone/fixed-camera imagery, integrating outputs into dashboards for real-time alerts, risk-based maintenance, and KPI tracking. Let’s connect in private chat so I can show relevant AI predictive analytics projects and outline the best workflow for your solar plants.
₹20.000 INR in 5 Tagen
2,5
2,5

I have a very good experience in building anomaly detection systems which is the exact kind of problem this is, please message me to discuss further . Thanks Shreyash
₹35.000 INR in 7 Tagen
2,6
2,6

With my versatile experience in mobile app and AI development, I am confident that I am the ideal candidate to support the creation of your AI portal for Solar Power Plant O&M. Over the course of 8+ years, I have successfully completed over 100 projects with a 100% satisfaction rate, an achievement that speaks volumes about my commitment to quality work and meeting client deadlines. In terms of technical aptitude, my skills include Native Android, iOS, React-Native, Flutter, PHP, and Laravel. Additionally, I have strong competencies in pivotal tools such as Grafana and Power BI which are essential for backend analytics and intelligent layering – vital for your project’s success. Throughout my career, I have developed the ability to leverage SCADA system data along with external factors like weather patterns and historical performance metrics to build effective Machine Learning models. To conclude, with me on your team you can expect a laser-focused approach dedicated to delivering high-quality solutions that will enhance your solar power plant operation & maintenance processes through effective automation and predictive analytics. Let's begin transforming your solar plants into smart solar plants.
₹25.000 INR in 7 Tagen
2,1
2,1

Hello I just read out your description and am interested in your project. I am an Expert in Solar Plants and O&M also did in the past. If you need Quality Work, then feel free to contact me Thanks
₹37.500 INR in 7 Tagen
2,3
2,3

Hello, I understand the importance of developing AI-based solutions for Solar Power Plant Operation & Maintenance (O&M) and am excited to support your project. My approach includes designing, developing, and deploying ML models for predictive maintenance, conducting thermography analytics, optimizing spare parts prediction, and contributing to the development of the AI-based O&M portal. I will closely collaborate with your O&M and engineering teams to ensure the success of the project.
₹15.000 INR in 2 Tagen
0,0
0,0

⭐ Hello there, My availability is immediate. I read your project post on Python Developer for AI Portal for Solar Power Plant O&M. We are experienced full-stack Python developers with skill sets in: Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL AI/ML & Data Science: Model development, training & deployment, NLP, Computer Vision, Predictive Analytics, Deep Learning React, JavaScript, jQuery, TypeScript, NextJS, React Native NodeJS, ExpressJS Web App Development, Web/API Scraping API Development, Authentication, Authorization SQLAlchemy, PostgresDB, MySQL, SQLite, SQLServer, Datasets Web hosting, Docker, Azure, AWS, GCP, Digital Ocean, GoDaddy, Web Hosting Python Libraries: NumPy, pandas, scikit-learn, TensorFlow, PyTorch, etc. Please send a message so we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
₹36.200 INR in 10 Tagen
0,0
0,0

Hi, I can support the development of an AI-driven Solar Power Plant O&M portal with a strong focus on predictive maintenance, reliability, and actionable insights—not just dashboards. Which inverter OEMs/models are in scope initially? Are transformers and switchgear monitored via online sensors or periodic logs? DC string monitoring: per-string data or block-level only?
₹25.000 INR in 7 Tagen
0,0
0,0

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