Services
What I can do for you
Consulting and technical work for utilities, developers, energy communities and companies building products around forecasting, batteries and photovoltaics. Scoped as a short study, a delivered model, or ongoing advisory.
The system
Everything connected, one decision at a time
Solar, storage, loads, electric vehicles and the grid, coordinated by an energy management system that runs on forecasts.
Offer
Services
Energy forecasting
Forecasts of photovoltaic generation, electricity demand and market prices, built on your data and delivered as a system you can operate, with a clear benchmark against what you use today.
Battery scheduling and EMS optimization
Operating strategies for battery storage, electric vehicle charging and microgrids that respect tariffs, grid limits and reserve requirements, from feasibility study to deployed scheduler.
Decision-focused forecasting
Forecasting models trained on the value of the decisions they support rather than on accuracy alone. The approach behind my doctoral research, applied to your storage or trading problem.
PV plant assessment and monitoring
Performance monitoring of solar portfolios, underperformance detection and engineering review of plant design, drawing on hands-on experience in construction and commissioning.
Applied artificial intelligence for energy
Development and independent review of machine learning models for energy applications, including data pipelines, validation and production deployment.
Research and EU project support
Technical writing and review, Horizon Europe proposal development and work-package structuring, and reporting, drawing on experience coordinating European energy projects.
Training and workshops
Short courses for engineering teams on forecasting, optimization and machine learning for energy, tailored to the participants' own problems.
Independent technical review
Second opinion on forecasting or scheduling systems you are buying or building: methodology, validation, and whether the reported accuracy will translate into operating savings.
How it works
Engagement
- Scoping callA short conversation on the problem, the data you have and what a good outcome looks like. No charge.
- ProposalA one-page scope with deliverables, timeline and a fixed price or a day rate, depending on the work.
- DeliveryWeekly check-ins, code and documentation handed over at the end, and a closing session with your team.
Contact
Start a conversation
Write with a few lines on your problem and I will reply with whether and how I can help.
marios.saleptsis@polimi.it
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