rl-institut · j-brendel · Aug 10, 2023 · Jan 18, 2023 · Jan 18, 2023 · Jan 19, 2023
diff --git a/README.md b/README.md
@@ -1,44 +1,7 @@
 # SimBA: Simulation toolbox for Bus Applications
 
-The SimBA toolbox assists the user in analysing and optimising electrified bus fleets and schedules.
+SimBA - the Simulation toolbox for Bus Applications - was designed to analyze and optimize electrified bus fleets.
 
-### Usage
+Please refer to the documentation for further information:
 
-At the current stage, only a single functionality is implemented, which is processing a bus schedule stored in a specific CSV format (see `data/examples/trips_examples.csv`) and run it through a module called SpiceEV for an in-depth SOC analysis.
-
-To try it out, first clone this repository and then install the required packages to your current environment by running
-
-`pip install -r requirements.txt` 
-
-Now you can start the SimBA module with all configurations stored at `data/examples/simba.cfg` via the command
-
-``python -m simba --config data/examples/simba.cfg``
-
-The repo provides an example for each necessary input file, so the example case can be executed without the need for the user to provide any data themselves.
-
-To run SimBA with your own `schedule.csv` (see details [below](#input-data)) file and default configurations run
-
-`python -m simba --input_schedule path/to/schedule.csv`
-
-Default configurations are detailed at `data/configs/simba.cfg`.
-
-
-
-### Input Data
-
-To analyze your own electric bus schedule, the data needs to be provided as a CSV file where each row contains the details of a single trip of that schedule. Find the details about the various columns in this file below. The first table lists the **mandatory** columns while the second one (tbd) lists optional parameters. Refer to `data/examples/trips.csv` for an example.
-
-| Column Name    | Description                                                  | Example           |
-| -------------- | ------------------------------------------------------------ | ----------------- |
-| rotation_id    | Unique alphanumeric ID to identify rotations                 | 27312             |
-| departure_name | Name of the station the trip starts at                       | Warschauer Straße |
-| departure_time | Date and Time at which bus starts trip                       | 2022-03-13T10:25  |
-| arrival_name   | Name of the station the trip ends at                         | Ostbahnhof Berlin |
-| arrival_time   | Date and Time at which bus completes trip (e.g. yyyy-mm-ddThh:mm[:ss]) | 2022-03-13T10:30  |
-| distance       | Distance traveled in **m**                                   | 1340              |
-| vehicle_type   | ID of vehicle type defined in vehicle types file. Set path of this file in config.<br />(see default for reference: `data/examples/vehicle_types.json`) | some_bus_type     |
-
-| Column Name   | Description                                                  | Example                      |
-| :------------ | :----------------------------------------------------------- | ---------------------------- |
-| line          | The bus line                                                 | 512, M10, X11 etc            |
-| charging_type | The preferred charging type for this trip.<br />NOTE: All trips of a rotation need to have the same charging type. If omitted, charging type is set according to preferred charging type provided in the config file. | Options: **depb**,  **oppb** |
+***LINK TO READ THE DOCS***
diff --git a/data/examples/cost_params.json b/data/examples/cost_params.json
@@ -28,15 +28,15 @@
     "gc": {
         "LV": {
             "default_distance": 50,
-            "capex_gc_fix": 16.85,
+            "capex_gc_fix": 100,
             "capex_gc_per_meter": 16.85,
             "capex_gc_per_kW": 24.14,
             "capex_transformer_fix": 0,
             "capex_transformer_per_kW": 0
         },
         "MV/LV": {
             "default_distance": 100,
-            "capex_gc_fix": 16.85,
+            "capex_gc_fix": 100,
             "capex_gc_per_meter": 16.85,
             "capex_gc_per_kW": 24.14,
             "capex_transformer_fix": 0,

diff --git a/data/examples/electrified_stations.json b/data/examples/electrified_stations.json
@@ -1,33 +1,35 @@
 {
-    "Station-0": {
-        "type": "deps",
-        "n_charging_stations": null,
-        "distance_to_grid": 150,
-        "energy_feed_in": {
-            "csv_file": "data/examples/example_pv_feedin.csv",
-            "start_time": "2022-03-07T00:00:00",
-            "step_duration_s": 3600,
-            "column": "Feed-in Total (kW)",
-            "nominal_power": 10,
-            "factor": 1
+    "Station-0": {  // name of station
+        "type": "deps",  // type: "deps" or "opps"
+        "n_charging_stations": null,  // nr of charging stataions, "null" for unlimited
+        "distance_to_grid": 150,  // optional: distance to grid, default defined in cost_params
+        "gc_power": 5000,  // optional: maximum gc power for this station, default defined in config
+        "cs_power_deps_oppb" : 50,  // optional: maximum cs power for this station, default defined in config
+        "cs_power_deps_depb" : 120,  // optional: maximum cs power for this station, default defined in config
+        "voltage_level": "MV", // optional: voltage_level for this station, default defined in config
+        "energy_feed_in": {  // optional: energy feed in e.g. by local renewables
+            "csv_file": "data/examples/example_pv_feedin.csv",  // path to feedin.csv
+            "start_time": "2022-03-07T00:00:00",  // start time as YYYY-MM-DDThh:mm:ss
+            "step_duration_s": 3600,  // timestep in seconds
+            "column": "Feed-in Total (kW)",  // column name in .csv
+            "nominal_power": 10,  // nominal power in kW, needed calculation of for PV remuneration
+            "factor": 1  // factor to multiply column values, eg 0.001 for conversion from W to kW
         },
-        "external_load": {
-            "csv_file": "data/examples/example_external_load.csv",
-            "start_time": "2022-03-07T00:00:00",
-            "step_duration_s": 900,
-            "column": "External Load (kW)",
-            "factor": 2
+        "external_load": {  // optional: local external loads
+            "csv_file": "data/examples/example_external_load.csv",  // path to external_load.csv
+            "start_time": "2022-03-07T00:00:00",  // start time as YYYY-MM-DDThh:mm:ss
+            "step_duration_s": 3600,  // timestep in seconds
+            "column": "External Load (kW)",  // column name in .csv
+            "factor": 2  // factor to multiply column values, eg 0.001 for conversion from W to kW
         },
-        "battery": {
+        "battery": {  // optional: local stationary battery
             "charging_curve": [[0,50], [1,50]], // piecewise linear function that maps SoC to power, from 0 to 1, required
             "capacity": 300, // kWh, assumed to be infinite if not given
             "min_charging_power": 0, // kW, optional
             "soc": 0, // initial state of charge [0-1], optional
             "efficiency": 0.95, // optional
             "discharge_curve": null // optional, same as charging curve
-        },
-        "cs_power_deps_oppb" : 50,  // optional: maximum cs power can be defined per station
-        "cs_power_deps_depb" : 120  // optional: maximum cs power can be defined per station
+        }
     },
     "Station-3": {
         "type": "opps",
@@ -47,7 +49,7 @@
         "gc_power": 250,  // optional: maximum gc power can be defined per station
         "cs_power_opps" : 140,  // optional: maximum cs power can be defined per station
         "voltage_level": "LV" // optional: voltage_level can be defined per station, influences cost
-        },
+    },
     "Station-21": {
         "type": "opps",
         "n_charging_stations": 2

diff --git a/data/examples/simba.cfg b/data/examples/simba.cfg
@@ -87,6 +87,7 @@ default_buffer_time_opps = 0
 # Options: HV, HV/MV, MV, MV/LV, LV (default: MV)
 default_voltage_level = "MV"
 
+
 ##### LOGGING #####
 # minimum log level. Allowed/useful: DEBUG, INFO, WARN, ERROR
 # INFO includes INFO, WARN and ERROR but excludes DEBUG

diff --git a/data/examples/trips_example.csv b/data/examples/trips_example.csv
@@ -1,65 +1,65 @@
-line,departure_name,departure_time,arrival_time,arrival_name,distance,pause,rotation_id,vehicle_type,temperature,level_of_loading
-LINE_0,Station-0,2022-03-07 21:31:00,2022-03-07 21:31:00,Station-1,0.06,0,1,AB,20,0
-LINE_0,Station-1,2022-03-07 21:31:00,2022-03-07 22:04:00,Station-2,14519,4,1,AB,-5,0.9
-LINE_0,Station-2,2022-03-07 22:08:00,2022-03-07 22:43:00,Station-1,13541,8,1,AB,,
-LINE_0,Station-1,2022-03-07 22:51:00,2022-03-07 23:24:00,Station-2,14519,4,1,AB,,
-LINE_0,Station-2,2022-03-07 23:28:00,2022-03-08 00:03:00,Station-1,13541,8,1,AB,,
-LINE_0,Station-1,2022-03-08 00:11:00,2022-03-08 00:44:00,Station-2,14519,0,1,AB,,
-LINE_1,Station-2,2022-03-08 00:44:00,2022-03-08 00:54:00,Station-3,4.1,25,1,AB,,
-LINE_1,Station-3,2022-03-08 01:19:00,2022-03-08 01:42:00,Station-4,8.36,6,1,AB,,
-LINE_1,Station-4,2022-03-08 01:48:00,2022-03-08 02:06:00,Station-3,9067,13,1,AB,,
-LINE_1,Station-3,2022-03-08 02:19:00,2022-03-08 02:42:00,Station-4,8.36,6,1,AB,,
-LINE_1,Station-4,2022-03-08 02:48:00,2022-03-08 03:06:00,Station-3,9067,13,1,AB,,
-LINE_1,Station-3,2022-03-08 03:19:00,2022-03-08 03:42:00,Station-4,8.36,6,1,AB,,
-LINE_1,Station-4,2022-03-08 03:48:00,2022-03-08 04:06:00,Station-3,9067,0,1,AB,,
-LINE_1,Station-3,2022-03-08 04:06:00,2022-03-08 04:06:00,Station-0,0.06,0,1,AB,,
-LINE_0,Station-0,2022-03-07 22:11:00,2022-03-07 22:11:00,Station-1,0.06,0,2,AB,,
-LINE_0,Station-1,2022-03-07 22:11:00,2022-03-07 22:44:00,Station-2,14519,4,2,AB,,
-LINE_0,Station-2,2022-03-07 22:48:00,2022-03-07 23:23:00,Station-1,13541,8,2,AB,,
-LINE_0,Station-1,2022-03-07 23:31:00,2022-03-08 00:04:00,Station-2,14519,4,2,AB,,
-LINE_0,Station-2,2022-03-08 00:08:00,2022-03-08 00:39:00,Station-5,12213,0,2,AB,,
-LINE_1,Station-5,2022-03-08 00:39:00,2022-03-08 00:47:00,Station-3,4.0,2,2,AB,,
-LINE_1,Station-3,2022-03-08 00:49:00,2022-03-08 01:12:00,Station-4,8.36,6,2,AB,,
-LINE_1,Station-4,2022-03-08 01:18:00,2022-03-08 01:36:00,Station-3,9067,13,2,AB,,
-LINE_1,Station-3,2022-03-08 01:49:00,2022-03-08 02:12:00,Station-4,8.36,6,2,AB,,
-LINE_1,Station-4,2022-03-08 02:18:00,2022-03-08 02:36:00,Station-3,9067,13,2,AB,,
-LINE_1,Station-3,2022-03-08 02:49:00,2022-03-08 03:12:00,Station-4,8.36,6,2,AB,,
-LINE_1,Station-4,2022-03-08 03:18:00,2022-03-08 03:36:00,Station-3,9067,13,2,AB,,
-LINE_1,Station-3,2022-03-08 03:49:00,2022-03-08 04:12:00,Station-4,8.36,0,2,AB,,
-LINE_1,Station-4,2022-03-08 04:12:00,2022-03-08 04:12:00,Station-0,0.06,0,2,AB,,
-LINE_2,Station-0,2022-03-07 21:06:00,2022-03-07 21:06:00,Station-6,0.06,0,3,AB,,
-LINE_2,Station-6,2022-03-07 21:06:00,2022-03-07 21:34:00,Station-7,13018,19,3,AB,,
-LINE_2,Station-7,2022-03-07 21:53:00,2022-03-07 22:13:00,Station-8,10332,17,3,AB,,
-LINE_2,Station-8,2022-03-07 22:30:00,2022-03-07 22:54:00,Station-7,10.48,19,3,AB,,
-LINE_2,Station-7,2022-03-07 23:13:00,2022-03-07 23:33:00,Station-8,10332,17,3,AB,,
-LINE_2,Station-8,2022-03-07 23:50:00,2022-03-08 00:14:00,Station-7,10.48,2,3,AB,,
-LINE_2,Station-7,2022-03-08 00:16:00,2022-03-08 00:23:00,Station-9,3709,5,3,AB,,
-LINE_3,Station-9,2022-03-08 00:28:00,2022-03-08 00:44:00,Station-10,6404,3,3,AB,,
-LINE_3,Station-10,2022-03-08 00:47:00,2022-03-08 01:10:00,Station-11,10579,7,3,AB,,
-LINE_3,Station-11,2022-03-08 01:17:00,2022-03-08 01:44:00,Station-10,12007,3,3,AB,,
-LINE_3,Station-10,2022-03-08 01:47:00,2022-03-08 02:10:00,Station-11,10579,7,3,AB,,
-LINE_3,Station-11,2022-03-08 02:17:00,2022-03-08 02:44:00,Station-10,12007,3,3,AB,,
-LINE_3,Station-10,2022-03-08 02:47:00,2022-03-08 03:10:00,Station-11,10579,7,3,AB,,
-LINE_3,Station-11,2022-03-08 03:17:00,2022-03-08 03:44:00,Station-10,12007,3,3,AB,,
-LINE_3,Station-10,2022-03-08 03:47:00,2022-03-08 04:10:00,Station-11,10579,7,3,AB,,
-LINE_3,Station-11,2022-03-08 04:17:00,2022-03-08 04:44:00,Station-10,12007,0,3,AB,,
-LINE_3,Station-10,2022-03-08 04:44:00,2022-03-08 04:44:00,Station-0,0.06,0,3,AB,,
-LINE_2,Station-0,2022-03-07 20:26:00,2022-03-07 20:26:00,Station-6,0.06,0,4,AB,,
-LINE_2,Station-6,2022-03-07 20:26:00,2022-03-07 20:56:00,Station-12,14097,14,4,AB,,
-LINE_2,Station-12,2022-03-07 21:10:00,2022-03-07 21:38:00,Station-6,13.19,8,4,AB,,
-LINE_2,Station-6,2022-03-07 21:46:00,2022-03-07 22:14:00,Station-7,13018,19,4,AB,,
-LINE_2,Station-7,2022-03-07 22:33:00,2022-03-07 22:53:00,Station-8,10332,17,4,AB,,
-LINE_2,Station-8,2022-03-07 23:10:00,2022-03-07 23:34:00,Station-7,10.48,19,4,AB,,
-LINE_2,Station-7,2022-03-07 23:53:00,2022-03-08 00:13:00,Station-8,10332,2,4,AB,,
-LINE_2,Station-8,2022-03-08 00:15:00,2022-03-08 00:16:00,Station-10,506,1,4,AB,,
-LINE_3,Station-10,2022-03-08 00:17:00,2022-03-08 00:40:00,Station-11,10579,7,4,AB,,
-LINE_3,Station-11,2022-03-08 00:47:00,2022-03-08 01:14:00,Station-10,12007,3,4,AB,,
-LINE_3,Station-10,2022-03-08 01:17:00,2022-03-08 01:40:00,Station-11,10579,7,4,AB,,
-LINE_3,Station-11,2022-03-08 01:47:00,2022-03-08 02:14:00,Station-10,12007,3,4,AB,,
-LINE_3,Station-10,2022-03-08 02:17:00,2022-03-08 02:40:00,Station-11,10579,7,4,AB,,
-LINE_3,Station-11,2022-03-08 02:47:00,2022-03-08 03:14:00,Station-10,12007,3,4,AB,,
-LINE_3,Station-10,2022-03-08 03:17:00,2022-03-08 03:40:00,Station-11,10579,7,4,AB,,
-LINE_3,Station-11,2022-03-08 03:47:00,2022-03-08 04:14:00,Station-10,12007,3,4,AB,,
-LINE_3,Station-10,2022-03-08 04:17:00,2022-03-08 04:40:00,Station-11,10579,3,4,AB,,
-LINE_4,Station-11,2022-03-08 04:43:00,2022-03-08 04:58:00,Station-13,6161,0,4,AB,,
+line,departure_name,departure_time,arrival_time,arrival_name,distance,pause,rotation_id,vehicle_type,temperature,level_of_loading
+LINE_0,Station-0,2022-03-07 21:31:00,2022-03-07 21:31:00,Station-1,0.06,0,1,AB,20,0
+LINE_0,Station-1,2022-03-07 21:31:00,2022-03-07 22:04:00,Station-2,14519,4,1,AB,-5,0.9
+LINE_0,Station-2,2022-03-07 22:08:00,2022-03-07 22:43:00,Station-1,13541,8,1,AB,,
+LINE_0,Station-1,2022-03-07 22:51:00,2022-03-07 23:24:00,Station-2,14519,4,1,AB,,
+LINE_0,Station-2,2022-03-07 23:28:00,2022-03-08 00:03:00,Station-1,13541,8,1,AB,,
+LINE_0,Station-1,2022-03-08 00:11:00,2022-03-08 00:44:00,Station-2,14519,0,1,AB,,
+LINE_1,Station-2,2022-03-08 00:44:00,2022-03-08 00:54:00,Station-3,4.1,25,1,AB,,
+LINE_1,Station-3,2022-03-08 01:19:00,2022-03-08 01:42:00,Station-4,8.36,6,1,AB,,
+LINE_1,Station-4,2022-03-08 01:48:00,2022-03-08 02:06:00,Station-3,9067,13,1,AB,,
+LINE_1,Station-3,2022-03-08 02:19:00,2022-03-08 02:42:00,Station-4,8.36,6,1,AB,,
+LINE_1,Station-4,2022-03-08 02:48:00,2022-03-08 03:06:00,Station-3,9067,13,1,AB,,
+LINE_1,Station-3,2022-03-08 03:19:00,2022-03-08 03:42:00,Station-4,8.36,6,1,AB,,
+LINE_1,Station-4,2022-03-08 03:48:00,2022-03-08 04:06:00,Station-3,9067,0,1,AB,,
+LINE_1,Station-3,2022-03-08 04:06:00,2022-03-08 04:06:00,Station-0,0.06,0,1,AB,,
+LINE_0,Station-0,2022-03-07 22:11:00,2022-03-07 22:11:00,Station-1,0.06,0,2,AB,,
+LINE_0,Station-1,2022-03-07 22:11:00,2022-03-07 22:44:00,Station-2,14519,4,2,AB,,
+LINE_0,Station-2,2022-03-07 22:48:00,2022-03-07 23:23:00,Station-1,13541,8,2,AB,,
+LINE_0,Station-1,2022-03-07 23:31:00,2022-03-08 00:04:00,Station-2,14519,4,2,AB,,
+LINE_0,Station-2,2022-03-08 00:08:00,2022-03-08 00:39:00,Station-5,12213,0,2,AB,,
+LINE_1,Station-5,2022-03-08 00:39:00,2022-03-08 00:47:00,Station-3,4.0,2,2,AB,,
+LINE_1,Station-3,2022-03-08 00:49:00,2022-03-08 01:12:00,Station-4,8.36,6,2,AB,,
+LINE_1,Station-4,2022-03-08 01:18:00,2022-03-08 01:36:00,Station-3,9067,13,2,AB,,
+LINE_1,Station-3,2022-03-08 01:49:00,2022-03-08 02:12:00,Station-4,8.36,6,2,AB,,
+LINE_1,Station-4,2022-03-08 02:18:00,2022-03-08 02:36:00,Station-3,9067,13,2,AB,,
+LINE_1,Station-3,2022-03-08 02:49:00,2022-03-08 03:12:00,Station-4,8.36,6,2,AB,,
+LINE_1,Station-4,2022-03-08 03:18:00,2022-03-08 03:36:00,Station-3,9067,13,2,AB,,
+LINE_1,Station-3,2022-03-08 03:49:00,2022-03-08 04:12:00,Station-4,8.36,0,2,AB,,
+LINE_1,Station-4,2022-03-08 04:12:00,2022-03-08 04:12:00,Station-0,0.06,0,2,AB,,
+LINE_2,Station-0,2022-03-07 21:06:00,2022-03-07 21:06:00,Station-6,0.06,0,3,AB,,
+LINE_2,Station-6,2022-03-07 21:06:00,2022-03-07 21:34:00,Station-7,13018,19,3,AB,,
+LINE_2,Station-7,2022-03-07 21:53:00,2022-03-07 22:13:00,Station-8,10332,17,3,AB,,
+LINE_2,Station-8,2022-03-07 22:30:00,2022-03-07 22:54:00,Station-7,10.48,19,3,AB,,
+LINE_2,Station-7,2022-03-07 23:13:00,2022-03-07 23:33:00,Station-8,10332,17,3,AB,,
+LINE_2,Station-8,2022-03-07 23:50:00,2022-03-08 00:14:00,Station-7,10.48,2,3,AB,,
+LINE_2,Station-7,2022-03-08 00:16:00,2022-03-08 00:23:00,Station-9,3709,5,3,AB,,
+LINE_3,Station-9,2022-03-08 00:28:00,2022-03-08 00:44:00,Station-10,6404,3,3,AB,,
+LINE_3,Station-10,2022-03-08 00:47:00,2022-03-08 01:10:00,Station-11,10579,7,3,AB,,
+LINE_3,Station-11,2022-03-08 01:17:00,2022-03-08 01:44:00,Station-10,12007,3,3,AB,,
+LINE_3,Station-10,2022-03-08 01:47:00,2022-03-08 02:10:00,Station-11,10579,7,3,AB,,
+LINE_3,Station-11,2022-03-08 02:17:00,2022-03-08 02:44:00,Station-10,12007,3,3,AB,,
+LINE_3,Station-10,2022-03-08 02:47:00,2022-03-08 03:10:00,Station-11,10579,7,3,AB,,
+LINE_3,Station-11,2022-03-08 03:17:00,2022-03-08 03:44:00,Station-10,12007,3,3,AB,,
+LINE_3,Station-10,2022-03-08 03:47:00,2022-03-08 04:10:00,Station-11,10579,7,3,AB,,
+LINE_3,Station-11,2022-03-08 04:17:00,2022-03-08 04:44:00,Station-10,12007,0,3,AB,,
+LINE_3,Station-10,2022-03-08 04:44:00,2022-03-08 04:44:00,Station-0,0.06,0,3,AB,,
+LINE_2,Station-0,2022-03-07 20:26:00,2022-03-07 20:26:00,Station-6,0.06,0,4,AB,,
+LINE_2,Station-6,2022-03-07 20:26:00,2022-03-07 20:56:00,Station-12,14097,14,4,AB,,
+LINE_2,Station-12,2022-03-07 21:10:00,2022-03-07 21:38:00,Station-6,13.19,8,4,AB,,
+LINE_2,Station-6,2022-03-07 21:46:00,2022-03-07 22:14:00,Station-7,13018,19,4,AB,,
+LINE_2,Station-7,2022-03-07 22:33:00,2022-03-07 22:53:00,Station-8,10332,17,4,AB,,
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