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MartinRepo / SmartGrid

Implementation of some smart grid sheduling algorithms, with a visualization page.
https://demo-smartgrid.tech
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Add functions for calculating performance indicators #1

Closed MartinRepo closed 3 months ago

MartinRepo commented 3 months ago

For 4 algorithms

  1. total cost
  2. peak cost
  3. running time

After, combine all results into a json and return to front-end.

JSON should looks like

[
[
  { "algorithm": "Feasible graph", "dataset": "scenario1 dataset1", "Total Power Cost": 72 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario1 dataset1", "Total Power Cost": 66 },
  { "algorithm": "Genetic", "dataset": "scenario1 dataset1", "Total Power Cost": 75 },
  { "algorithm": "Greedy", "dataset": "scenario1 dataset1", "Total Power Cost": 63 },
  { "algorithm": "Feasible graph", "dataset": "scenario2 dataset1", "Total Power Cost": 75 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario2 dataset1", "Total Power Cost": 59 },
  { "algorithm": "Genetic", "dataset": "scenario2 dataset1", "Total Power Cost": 63 },
  { "algorithm": "Greedy", "dataset": "scenario2 dataset1", "Total Power Cost": 50 },
  { "algorithm": "Feasible graph", "dataset": "scenario3 dataset1", "Total Power Cost": 66 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario3 dataset1", "Total Power Cost": 44 },
  { "algorithm": "Genetic", "dataset": "scenario3 dataset1", "Total Power Cost": 69 },
  { "algorithm": "Greedy", "dataset": "scenario3 dataset1", "Total Power Cost": 47 },
  { "algorithm": "Feasible graph", "dataset": "scenario4 dataset1", "Total Power Cost": 114 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario4 dataset1", "Total Power Cost": 102 },
  { "algorithm": "Genetic", "dataset": "scenario4 dataset1", "Total Power Cost": 98 },
  { "algorithm": "Greedy", "dataset": "scenario4 dataset1", "Total Power Cost": 92 }
],
[
  { "algorithm": "Feasible graph", "dataset": "scenario1 dataset1", "Peak Power Cost": 14 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario1 dataset1", "Peak Power Cost": 12 },
  { "algorithm": "Genetic", "dataset": "scenario1 dataset1", "Peak Power Cost": 11 },
  { "algorithm": "Greedy", "dataset": "scenario1 dataset1", "Peak Power Cost": 9 },
  { "algorithm": "Feasible graph", "dataset": "scenario2 dataset1", "Peak Power Cost": 20 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario2 dataset1", "Peak Power Cost": 15 },
  { "algorithm": "Genetic", "dataset": "scenario2 dataset1", "Peak Power Cost": 13 },
  { "algorithm": "Greedy", "dataset": "scenario2 dataset1", "Peak Power Cost": 10 },
  { "algorithm": "Feasible graph", "dataset": "scenario3 dataset1", "Peak Power Cost": 13 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario3 dataset1", "Peak Power Cost": 14 },
  { "algorithm": "Genetic", "dataset": "scenario3 dataset1", "Peak Power Cost": 11 },
  { "algorithm": "Greedy", "dataset": "scenario3 dataset1", "Peak Power Cost": 9 },
  { "algorithm": "Feasible graph", "dataset": "scenario4 dataset1", "Peak Power Cost": 23 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario4 dataset1", "Peak Power Cost": 19 },
  { "algorithm": "Genetic", "dataset": "scenario4 dataset1", "Peak Power Cost": 11 },
  { "algorithm": "Greedy", "dataset": "scenario4 dataset1", "Peak Power Cost": 16 }
],
[
  { "algorithm": "Feasible graph", "dataset": "scenario1 dataset1", "Running Time /ms": 66 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario1 dataset1", "Running Time /ms": 59 },
  { "algorithm": "Genetic", "dataset": "scenario1 dataset1", "Running Time /ms": 110 },
  { "algorithm": "Greedy", "dataset": "scenario1 dataset1", "Running Time /ms": 30 },
  { "algorithm": "Feasible graph", "dataset": "scenario2 dataset1", "Running Time /ms": 33 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario2 dataset1", "Running Time /ms": 44 },
  { "algorithm": "Genetic", "dataset": "scenario2 dataset1", "Running Time /ms": 75 },
  { "algorithm": "Greedy", "dataset": "scenario2 dataset1", "Running Time /ms": 28 },
  { "algorithm": "Feasible graph", "dataset": "scenario3 dataset1", "Running Time /ms": 44 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario3 dataset1", "Running Time /ms": 56 },
  { "algorithm": "Genetic", "dataset": "scenario3 dataset1", "Running Time /ms": 78 },
  { "algorithm": "Greedy", "dataset": "scenario3 dataset1", "Running Time /ms": 36 },
  { "algorithm": "Feasible graph", "dataset": "scenario4 dataset1", "Running Time /ms": 70 },
  { "algorithm": "Fixed Param Tractable", "dataset": "scenario4 dataset1", "Running Time /ms": 48 },
  { "algorithm": "Genetic", "dataset": "scenario4 dataset1", "Running Time /ms": 121 },
  { "algorithm": "Greedy", "dataset": "scenario4 dataset1", "Running Time /ms": 44 }
],
]
MartinRepo commented 3 months ago

Total cost - done ✅

MartinRepo commented 3 months ago

Peak cost, Running time, summary - done ✅