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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# __Presentation Flexible Heatpumps__\n",
+ "\n",
+ "ENCORE meeting: 17-12-2020\n",
+ "Mark Kremer\n",
+ "\n",
+ " \n",
+ " \n",
+ " \n",
+ "\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### __Central question:__\n",
+ "#### *Can Smurfit Kappi shorten the Payback Period of an investment in a Heatpump by operating it in a flexible manner?*"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "#### __Flexible operations on imbalance market__\n",
+ "\n",
+ "Benefiting from fluctuations in electricity market prices by ramping the asset up- and down (increasing and decreasing the electricity consumption)."
+ ]
+ },
+ {
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+ "execution_count": 256,
+ "metadata": {},
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