Technical and commercial deep-dives on solar SCADA, AI forecasting, ENTSO-E energy trading, and BESS optimization. Written by the engineers and traders building DYNVOLT — no fluff, no vendor white-paper jargon, no recycled keyword posts.
PressZoran Aleksikj, co-founder of DYNVOLT, presented the solar SCADA, energy management and market intelligence platform at EU PVSEC 2026 in Rotterdam, reporting a day-ahead forecast error of only 5.1% on live utility-scale plants, verified against its published methodology.
MarketsEuropean power markets now trade and settle in 15-minute blocks, not hours. One hour became four — quadrupling the moments your solar forecast can be wrong, exactly where solar is most volatile. Why intra-hour netting is gone, why batteries win, and what has to change end to end in a trading and dispatch stack.
Architecture"EMS" means five different products depending on who's selling. A vendor-neutral guide to evaluating energy management systems for utility-scale solar and hybrid plants — the eight criteria that separate a system that pays for itself from shelfware, plus a scoring rubric and the red flags.
BESSA battery rarely pays back on one revenue line. How energy arbitrage, imbalance correction, and capacity stack on the same asset — why they compete for one shared state of charge, and the dispatch layer that arbitrates between them every hour.
MarketsNot all curtailment is loss. The difference between network and economic curtailment, why negative prices are accelerating, and how a co-located battery turns the midday surplus into evening-peak revenue — with a worked MEMO example.
ArchitectureEvery minute of WAN downtime is a minute of blind operation, missed faults, and unfinished settlement data. Why the cloud-only SCADA model breaks at utility scale, and what an edge-first architecture actually solves.
ForecastingFrom numerical weather models to P10/P50/P90 probability bands — how modern solar production forecasts are actually built, and why point forecasts cost utility-scale operators serious money.
MarketsGate closure, nomination construction with P10/P90 envelopes, imbalance settlement math, and how the SDAC timeline plays out for a solar book. How balancing-responsible parties bid a PV book.
BESSWhat the BMS, PCS, EMS, and SCADA layers actually do — how to spec each, the warranty traps, vendor classes, and why the EMS layer is where revenue is won or lost.
SCADAPlant-level KPIs lie. The four fault modes that only show up at the string — PID, soiling, bypass-diode failure, ground faults — and how sibling-current comparison surfaces them as the deviation persists.
ForecastingEvery chain in solar P&L starts with one number — irradiance tomorrow. Why a single weather model is dangerous, how ensembles fix it, and a head-to-head of commercial irradiance APIs, free weather APIs, and full NWP fusion.