Browse categories
Explore
Fiverr Pro
English
$
USD
I will predict electrical load demand with advanced analytics and ml models 11kv 440v
Get Insights to Grow Your Business Fast!
Hi! I'm Manish, a data-driven professional with 20+ years of experience in optimizing business processes, building dashboards, and delivering smart insights through tools like Power BI, Excel, and Goo...
About this Gig
Accurately predict your 11kV and 440V load demand using advanced analytics and machine learning. I'll help you make smarter grid, feeder, and transformer-level decisions through automated forecasting dashboards and model-driven insights.
With 17+ years in the electrical utility sector and expertise in Power BI, Python, Smallworld, and CYMDIST, PowerDMS, I create load forecasting systems that identify consumption trends, seasonal peaks, and growth patterns for better planning and asset management.
You'll receive clean, validated data models, interactive dashboards, and professional reports ready for decision-making ideal for DISCOMs, EPCs, and industrial plants seeking to improve reliability and reduce technical losses.
Deliverables:
Data cleaning and model preparation (ARIMA, Prophet, Regression)
Trend, seasonal, and consumption pattern analysis
Interactive dashboard (Power BI / Excel)
Detailed forecast report with visuals
Future data-update guidance
Boost reliability. Reduce uncertainty. Plan smarter with data.
My Portfolio
FAQ
What data do I need to provide for the load forecasting?
You can share historical load or consumption data in Excel, CSV, or SCADA export format. It’s best if the data includes feeder names, timestamps, kW/kVA readings, and transformer ratings.
What kind of forecast models do you use?
I use Python-based machine learning models such as ARIMA, Prophet, and Regression models, optimized for seasonality, growth, and time-series trends.
Can I view results on Power BI or Excel dashboards?
Absolutely. You’ll receive an interactive dashboard in Power BI (or Excel if preferred) showing trend lines, peak loads, seasonal variations, and future projections.
Will you help me interpret the results?
Yes. Each delivery includes a short summary report and explanation notes, helping you understand the trends and recommendations for load management.
Do you handle data confidentiality?
Of course. All data shared remains 100% confidential and is used strictly for analysis purposes only.
Can you integrate GIS or SCADA systems later?
Yes, integration with Smallworld, CYMDIST, or ArcGIS can be added as a separate enhancement for asset and network visualization.
