Dynamic load flow simulations: Grip on variable energy flows and capacity

Electrical installations are no longer static. With the integration of solar panels, charging stations, heat pumps and variable speed drives, energy flows vary continuously. A traditional capacity calculation is often no longer sufficient to guarantee operational reliability.

With dynamic load flow simulation (also known as load flow calculation), we map the behaviour of your installation over time. We simulate scenarios ranging from peak loads to future expansions. This way, we prevent unexpected outages, overloading transformers and unnecessary investments in copper and iron. Get certainty about your current and future grid capacity.

In brief: What you need to know about load flow simulations

What is it: A software-based analysis of voltage and current behaviour in your installation over a period of time, rather than a single fixed moment.

Why now: The energy transition creates greater simultaneity and peaks that static calculations miss.

The risk: Without an understanding of dynamic behaviour, overloading, voltage drop or unjustified triggering of protective devices is imminent.

The solution: HyTEPS combines measurements with simulation software to precisely locate and validate bottlenecks.

For whom is dynamic load flow relevant?

This analysis is crucial for organisations where the electrical installation is subject to change or critical to the business process. We often collaborate with:

  • Installation managers (IV-ers): You are dealing with unexplained security stops or voltage dips.
  • Technical Managers: You want to plan for expansion (new production lines, EV parks) and want to know whether the current transformer can handle it.
  • Engineers: You are looking for validation of your design before the shovel goes into the ground (Digital Twin).
  • Industry & Data Centres: Where 'uptime' is sacred and margins in capacity must be accurately known.

What is a dynamic load flow simulation?

In a traditional, static load flow calculation, we look at a 'worst-case' snapshot. You can compare this to a picture of a motorway: you see how many cars are driving at that specific moment.

A dynamic load flow simulation is the film of that same highway over 24 hours or a week. We see not only the congestion (peak load), but also how fast it occurs, how long it lasts and the impact of weather conditions (e.g. solar or heat pumps).

In technical terms, we calculate energy flows (active and reactive power), voltage levels and losses in each branch of your network, taking into account time-varying profiles. This reveals problems that are hidden in a static calculation, such as short-term overloads that are thermally just tolerable, or voltage dips when heavy motors are started simultaneously.

solar panels nearby

Why is understanding power flows essential?

The load on the power grid has changed dramatically in recent years. Where once the flow of energy was predictable from source to load, we now see bidirectional flows due to local generation. Without dynamic simulation, you run specific risks:

  • Unnecessary capital expenditure (CAPEX): It is often thought that a heavier transformer or thicker cable is needed based on rules of thumb. Simulation often shows that smart control or phase balancing is sufficient.
  • Operational downtime (OPEX): When protective devices trip due to underestimated inrush currents or harmonic loads, your process grinds to a halt.
  • Compliance and safety: Does your installation still comply with standards (such as NEN 1010 or EN 50160) after the installation of that new heat pump system?
  • Thermal load: Cables and transformers have thermal inertia. A short peak above the rated value is often allowed, provided you can substantiate this exactly with simulations.

How do you recognise capacity problems in practice?

There is often 'pain' in the installation before even thinking of a simulation. Pay attention to the following signs:

  • Hot cables or distributors: Even if average current (RMS) seems low, peak currents or harmonic contamination can cause overheating.
  • Flickering lighting: This often indicates voltage variations caused by varying heavy loads.
  • Unexplained tripping: circuit breakers or protection devices that trip at times that do not seem logical (e.g. at night or during breaks).

What causes unpredictable loads?

Modern installations are more complex due to non-linear and variable loads. The main contributors to dynamic problems are:

  • Electric Transport (EV): Starting charging sessions simultaneously creates huge peaks.
  • Climate installations: Heat pumps and chillers switch on based on temperature, often leading to unexpected simultaneity.
  • Renewable generation: PV installations provide feed-in, which can push the plant's voltage management beyond its limits.

From insight to solution: what can you do?

A dynamic load flow simulation is not an end in itself, but a means of optimising your installation. Based on the results, we often recommend interventions on three levels:

  1. Operational Quick Wins: adjusting switch-on times (peak shaving) or redistributing loads across phases to overcome imbalance.
  2. Hardware Solutions: If the simulation shows that the voltage quality or capacity is structurally deficient, the deployment of active filters or static var generators may be necessary to compensate for reactive current and free up space on the transformer.

Roadmap for reliable load flow analysis

Want certainty about your installation? Follow this process:

  1. Data collection: Collect single-wire diagrams, cable data and protection settings.
  2. Modelling: rebuild the installation in specialised simulation software (such as Vision or similar).
  3. Simulation: Perform load flow analyses for various scenarios (normal operation, N-1 situation, future expansion).
  4. Analysis & Reporting: Translate technical data into concrete conclusions. Is the cable thickness sufficient? Is the protection selectively tripping?
  5. Validation: Compare simulation results with measurements to ensure accuracy.

When do you call on HyTEPS?

Simple sums can be done by yourself. However, call in a specialist when:

  • Complex, meshed networks are involved.
  • The installation is critical (hospitals, data centres, process industry) and failure has major financial consequences.
  • You deal with many power electronics (inverters, drives) that distort the waveform.
  • You need an independent 'second opinion' for insurance or grid operator.
  • Theoretical models do not match practical experience (e.g. unexplained failures).

Our engineers combine in-depth theoretical knowledge of simulation models with practical experience from thousands of measurements.

More about Power Quality and simulations

Delve further into the technology behind a stable installation:

In doubt about the capacity of your installation?

Don't wait for the protection to kick in or the voltage to drop. Talk to an engineer from HyTEPS about your situation. We will be happy to help you with an initial inventory or a concrete simulation plan to ensure your operational reliability.

HyTEPS

Beemdstraat 3

5653 MA Eindhoven