From 7acdd4846f60234c5540f8e2da742968bc9652d0 Mon Sep 17 00:00:00 2001 From: sdrauz Date: Tue, 31 Jan 2023 09:53:01 +0100 Subject: [PATCH 01/54] enable multiple creation of heat exchanger --- pandapipes/create.py | 56 +++++++++++++++++++++++++++++++++++++++++++- 1 file changed, 55 insertions(+), 1 deletion(-) diff --git a/pandapipes/create.py b/pandapipes/create.py index d9f67f38..ba4591a1 100644 --- a/pandapipes/create.py +++ b/pandapipes/create.py @@ -204,6 +204,7 @@ def create_source(net, junction, mdot_kg_per_s, scaling=1., name=None, index=Non return index + def create_mass_storage(net, junction, mdot_kg_per_s, init_m_stored_kg=0, min_m_stored_kg=0., max_m_stored_kg=np.inf, scaling=1., name=None, index=None, in_service=True, type="mass_storage", **kwargs): @@ -1502,7 +1503,7 @@ def create_pressure_controls(net, from_junctions, to_junctions, controlled_junct _set_multiple_entries(net, "press_control", index, **entries, **kwargs) controlled_elsewhere = (controlled_junctions != from_junctions) \ - & (controlled_junctions != to_junctions) + & (controlled_junctions != to_junctions) if np.any(controlled_elsewhere): controllers_warn = index[controlled_elsewhere] logger.warning("The pressure controllers %s control the pressure at junctions that they are" @@ -1572,6 +1573,59 @@ def create_flow_controls(net, from_junctions, to_junctions, controlled_mdot_kg_p return index +def create_heat_exchangers(net, from_junctions, to_junctions, diameter_m, qext_w, loss_coefficient=0, + name=None, index=None, in_service=True, type="heat_exchanger", **kwargs): + """ + Convenience function for creating many heat exchangers at once. Parameters 'from_junctions'\ + and 'to_junctions' must be arrays of equal length. Other parameters may be either arrays of the\ + same length or single values. + + :param net: The net for which the heat exchangers should be created + :type net: pandapipesNet + :param from_junctions: ID of the junctions on one side the heat exchangers will be\ + connected with + :type from_junctions: Iterable(int) + :param to_junctions: ID of the junctions on the other side the heat exchangers will be\ + connected with + :type to_junctions: Iterable(int) + :param diameter_m: The heat exchangers inner diameter in [m] + :type diameter_m: Iterable(float) or float + :param qext_w: External heat flux in [W]. If positive, heat is derived from the network. If + negative, heat is being fed into the network from a heat source. + :type qext_w: Iterable(float) or float + :param loss_coefficient: An additional pressure loss coefficient, introduced by e.g. bends + :type loss_coefficient: Iterable(float) or float + :param name: The name of the heat exchangers + :type name: str, default None + :param index: Force a specified ID if it is available. If None, the index one higher than the\ + highest already existing index is selected. + :type index: Iterable(str) or str, default None + :param in_service: True if the heat exchangers are in service or False if they are out of service + :type in_service: Iterable(bool) or bool, default True + :param type: Not used yet + :type type: Iterable(str) or str, default "heat exchanger" + :param kwargs: Additional keyword arguments will be added as further columns to the\ + net["heat_exchanger"] table + :return: index - The unique IDs of the created heat exchangers + :rtype: Iterable(int), default None + + :Example: + >>> create_heat_exchangers(net, from_junctions=[0,1], to_junctions=[2,3], + >>> diameter_m=40e-3, qext_w=2000) + """ + add_new_component(net, HeatExchanger) + + index = _get_multiple_index_with_check(net, "heat_exchanger", index, len(from_junctions)) + _check_branches(net, from_junctions, to_junctions, "heat_exchanger") + + entries = {"name": name, "from_junction": from_junctions, "to_junction": to_junctions, + "diameter_m": diameter_m, "qext_w": qext_w, "loss_coefficient": loss_coefficient, + "in_service": bool(in_service), "type": type} + _set_multiple_entries(net, "heat_exchanger", index, **entries, **kwargs) + + return index + + def create_fluid_from_lib(net, name, overwrite=True): """ Creates a fluid from library (if there is an entry) and sets net["fluid"] to this value. From d7cc21dad89bdb10ec99bd881ce5ba091b88b029 Mon Sep 17 00:00:00 2001 From: sdrauz Date: Tue, 31 Jan 2023 10:54:19 +0100 Subject: [PATCH 02/54] adapted changelog and added doc for multiple heat exchanger --- CHANGELOG.rst | 4 ++++ .../components/heat_exchanger/heat_exchanger_component.rst | 6 ++++++ 2 files changed, 10 insertions(+) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 783719d8..6f7d59bb 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -1,6 +1,10 @@ Change Log ============= +[x.x.x] - ... +------------------------------- +- [ADDED] multiple creation of heat pumps + [0.8.3] - 2023-01-09 ------------------------------- - [FIXED] inconsistency between testpypi and pypi diff --git a/doc/source/components/heat_exchanger/heat_exchanger_component.rst b/doc/source/components/heat_exchanger/heat_exchanger_component.rst index a853f442..7ad146af 100644 --- a/doc/source/components/heat_exchanger/heat_exchanger_component.rst +++ b/doc/source/components/heat_exchanger/heat_exchanger_component.rst @@ -7,9 +7,15 @@ Create Function .. _create_heat_exchanger: +For creating a single heat exchanger unit: .. autofunction:: pandapipes.create_heat_exchanger +For creating multiple heat exchangers at once: + +.. autofunction:: pandapipes.create_heat_exchangers + + Component Table Data ==================== From fed9fc74852b9e116379ece1abf2e0aa209d9946 Mon Sep 17 00:00:00 2001 From: sdrauz Date: Tue, 31 Jan 2023 11:01:32 +0100 Subject: [PATCH 03/54] not heat pumps, but heat exchanger --- CHANGELOG.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.rst b/CHANGELOG.rst index 6f7d59bb..bbc27533 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -3,7 +3,7 @@ Change Log [x.x.x] - ... ------------------------------- -- [ADDED] multiple creation of heat pumps +- [ADDED] multiple creation of heat exchanger [0.8.3] - 2023-01-09 ------------------------------- From a06532e2839f83cfd70220a7f1c32aec14a82069 Mon Sep 17 00:00:00 2001 From: sdrauz Date: Tue, 31 Jan 2023 11:19:10 +0100 Subject: [PATCH 04/54] workshop material --- .../net_data_pipe/example_net-ext_grid.CSV | 3 + .../example_net-intermediate_junctions.CSV | 7 ++ .../net_data_pipe/example_net-junctions.CSV | 32 +++++ workshop/net_data_pipe/example_net-pipes.CSV | 30 +++++ .../example_net-pressure_controller.CSV | 2 + workshop/net_data_pipe/example_net-sinks.CSV | 9 ++ .../net_data_pipe/example_net-sources.CSV | 5 + workshop/net_data_pipe/example_net-valves.CSV | 4 + workshop/net_data_power/example_net-buses.CSV | 34 +++++ .../net_data_power/example_net-ext_grid.CSV | 3 + workshop/net_data_power/example_net-lines.CSV | 30 +++++ workshop/net_data_power/example_net-loads.CSV | 9 ++ workshop/net_data_power/example_net-sgens.CSV | 5 + .../net_data_power/example_net-switches.CSV | 4 + workshop/pipe_net.py | 118 ++++++++++++++++++ workshop/plotting.py | 118 ++++++++++++++++++ 16 files changed, 413 insertions(+) create mode 100644 workshop/net_data_pipe/example_net-ext_grid.CSV create mode 100644 workshop/net_data_pipe/example_net-intermediate_junctions.CSV create mode 100644 workshop/net_data_pipe/example_net-junctions.CSV create mode 100644 workshop/net_data_pipe/example_net-pipes.CSV create mode 100644 workshop/net_data_pipe/example_net-pressure_controller.CSV create mode 100644 workshop/net_data_pipe/example_net-sinks.CSV create mode 100644 workshop/net_data_pipe/example_net-sources.CSV create mode 100644 workshop/net_data_pipe/example_net-valves.CSV create mode 100644 workshop/net_data_power/example_net-buses.CSV create mode 100644 workshop/net_data_power/example_net-ext_grid.CSV create mode 100644 workshop/net_data_power/example_net-lines.CSV create mode 100644 workshop/net_data_power/example_net-loads.CSV create mode 100644 workshop/net_data_power/example_net-sgens.CSV create mode 100644 workshop/net_data_power/example_net-switches.CSV create mode 100644 workshop/pipe_net.py create mode 100644 workshop/plotting.py diff --git a/workshop/net_data_pipe/example_net-ext_grid.CSV b/workshop/net_data_pipe/example_net-ext_grid.CSV new file mode 100644 index 00000000..13b37909 --- /dev/null +++ b/workshop/net_data_pipe/example_net-ext_grid.CSV @@ -0,0 +1,3 @@ +Name,junction +ext_grid1,0 +ext_grid2,14 diff --git a/workshop/net_data_pipe/example_net-intermediate_junctions.CSV b/workshop/net_data_pipe/example_net-intermediate_junctions.CSV new file mode 100644 index 00000000..b421fed2 --- /dev/null +++ b/workshop/net_data_pipe/example_net-intermediate_junctions.CSV @@ -0,0 +1,7 @@ +Name,lat,lon,height +b5,6270519.713,2760220.77,1.5 +b11,6270535.682,2760623.845,4 +b14,6269997.069,2759822.644,0 +b18,6270271.248,2760419.289,0 +b23,6270057.361,2760306.706,0 +b30,6270033.25,2760672.009,0 diff --git a/workshop/net_data_pipe/example_net-junctions.CSV b/workshop/net_data_pipe/example_net-junctions.CSV new file mode 100644 index 00000000..99ca198d --- /dev/null +++ b/workshop/net_data_pipe/example_net-junctions.CSV @@ -0,0 +1,32 @@ +Name,lat,lon,height +b0,6270716.41,2760327.163,0 +b1,6270591.372,2759948.189,0.3 +b2,6270456.361,2760038.45,0.6 +b3,6270313.571,2760136.418,0.9 +b4,6270214.431,2760177.492,1.2 +b5,6270519.713,2760120.77,1.5 +b6,6270317.554,2760166.299,1.8 +b7,6270587.262,2760342.383,2 +b8,6270433.342,2760310.922,2.5 +b9,6270307.534,2760302.798,3 +b10,6270629.09,2760515.562,3 +b11,6270535.682,2760523.845,4 +b12,6270427.729,2760518.84,4.5 +b13,6270363.071,2760564.396,5 +b14,6269997.069,2759722.644,0 +b15,6270139.342,2760049.939,0 +b16,6270202.212,2760182.71,0 +b17,6270246.493,2760288.969,0 +b18,6270271.248,2760319.289,0 +b19,6270030.771,2760100.792,0 +b20,6269873.363,2760173.237,0 +b21,6269732.989,2760273.296,0 +b22,6269777.614,2760393.308,0 +b23,6270057.361,2760206.706,0 +b24,6269904.202,2760301.792,0 +b25,6270152.444,2760350.568,0 +b26,6269980.736,2760442.419,0 +b27,6269856.895,2760494.726,0 +b28,6269784.975,2760413.753,0 +b29,6270192.123,2760451.916,0 +b30,6270033.25,2760572.009,0 diff --git a/workshop/net_data_pipe/example_net-pipes.CSV b/workshop/net_data_pipe/example_net-pipes.CSV new file mode 100644 index 00000000..070b7c18 --- /dev/null +++ b/workshop/net_data_pipe/example_net-pipes.CSV @@ -0,0 +1,30 @@ +Name,from_junction,to_junction,length_km +l1,0,1,0.2 +l2,1,2,0.05 +l3,2,3,0.05 +l4,3,4,0.05 +l5,2,5,0.05 +l6,3,6,0.05 +l7,0,7,0.05 +l8,7,8,0.05 +l9,8,9,0.05 +l10,7,10,0.1 +l11,10,11,0.05 +l12,8,12,0.1 +l13,12,13,0.05 +l14,14,15,0.2 +l15,15,16,0.05 +l16,16,17,0.05 +l17,17,18,0.02 +l18,15,19,0.05 +l19,19,20,0.05 +l20,20,21,0.05 +l21,21,22,0.05 +l22,19,23,0.05 +l23,20,24,0.05 +l24,17,25,0.05 +l25,25,26,0.05 +l26,26,27,0.05 +l27,27,28,0.05 +l28,25,29,0.05 +l29,26,30,0.05 diff --git a/workshop/net_data_pipe/example_net-pressure_controller.CSV b/workshop/net_data_pipe/example_net-pressure_controller.CSV new file mode 100644 index 00000000..c82613e8 --- /dev/null +++ b/workshop/net_data_pipe/example_net-pressure_controller.CSV @@ -0,0 +1,2 @@ +Name,from_junction,to_junction +pc1,5,9 \ No newline at end of file diff --git a/workshop/net_data_pipe/example_net-sinks.CSV b/workshop/net_data_pipe/example_net-sinks.CSV new file mode 100644 index 00000000..f0efd3c9 --- /dev/null +++ b/workshop/net_data_pipe/example_net-sinks.CSV @@ -0,0 +1,9 @@ +Name,junction,m_dot +sink1,5,0.002 +sink2,6,0.002 +sink3,11,0.002 +sink4,13,0.002 +sink5,23,0.002 +sink6,24,0.002 +sink7,29,0.002 +sink8,30,0.002 diff --git a/workshop/net_data_pipe/example_net-sources.CSV b/workshop/net_data_pipe/example_net-sources.CSV new file mode 100644 index 00000000..b1a2e735 --- /dev/null +++ b/workshop/net_data_pipe/example_net-sources.CSV @@ -0,0 +1,5 @@ +Name,junction,m_dot +source1,4,0.001 +source2,5,0.001 +source3,10,0.001 + diff --git a/workshop/net_data_pipe/example_net-valves.CSV b/workshop/net_data_pipe/example_net-valves.CSV new file mode 100644 index 00000000..77464684 --- /dev/null +++ b/workshop/net_data_pipe/example_net-valves.CSV @@ -0,0 +1,4 @@ +name,from_junction,to_junction +v1,4,16 +v2,9,17 +v3,22,28 diff --git a/workshop/net_data_power/example_net-buses.CSV b/workshop/net_data_power/example_net-buses.CSV new file mode 100644 index 00000000..456e57b1 --- /dev/null +++ b/workshop/net_data_power/example_net-buses.CSV @@ -0,0 +1,34 @@ +Name,lat,lon,comment +b0,6270715.41,2760326.163, +b1,6270590.372,2759947.189, +b2,6270455.361,2760037.45, +b3,6270312.571,2760135.418, +b4,6270213.431,2760176.492, +b5,6270518.713,2760119.77, +b6,6270316.554,2760165.299, +b7,6270586.262,2760341.383, +b8,6270432.342,2760309.922, +b9,6270306.534,2760301.798, +b10,6270628.09,2760514.562, +b11,6270534.682,2760522.845, +b12,6270426.729,2760517.84, +b13,6270362.071,2760563.396, +b14,6269996.069,2759721.644, +b15,6270138.342,2760048.939, +b16,6270201.212,2760181.71, +b17,6270245.493,2760287.969, +b18,6270270.248,2760318.289, +b19,6270029.771,2760099.792, +b20,6269872.363,2760172.237, +b21,6269731.989,2760272.296, +b22,6269776.614,2760392.308, +b23,6270056.361,2760205.706, +b24,6269903.202,2760300.792, +b25,6270151.444,2760349.568, +b26,6269979.736,2760441.419, +b27,6269855.895,2760493.726, +b28,6269783.975,2760412.753, +b29,6270191.123,2760450.916, +b30,6270032.25,2760571.009, +b31,6270752.376,2760321.465,external grid +b32,6269958.848,2759702.608,external grid diff --git a/workshop/net_data_power/example_net-ext_grid.CSV b/workshop/net_data_power/example_net-ext_grid.CSV new file mode 100644 index 00000000..7f270666 --- /dev/null +++ b/workshop/net_data_power/example_net-ext_grid.CSV @@ -0,0 +1,3 @@ +Name,bus +ext_grid1,31 +ext_grid2,32 diff --git a/workshop/net_data_power/example_net-lines.CSV b/workshop/net_data_power/example_net-lines.CSV new file mode 100644 index 00000000..e42da375 --- /dev/null +++ b/workshop/net_data_power/example_net-lines.CSV @@ -0,0 +1,30 @@ +Name,from_bus,to_bus,length_km +l1,0,1,0.2 +l2,1,2,0.05 +l3,2,3,0.05 +l4,3,4,0.05 +l5,2,5,0.05 +l6,3,6,0.05 +l7,0,7,0.05 +l8,7,8,0.05 +l9,8,9,0.05 +l10,7,10,0.1 +l11,10,11,0.05 +l12,8,12,0.1 +l13,12,13,0.05 +l14,14,15,0.2 +l15,15,16,0.05 +l16,16,17,0.05 +l17,17,18,0.02 +l18,15,19,0.05 +l19,19,20,0.05 +l20,20,21,0.05 +l21,21,22,0.05 +l22,19,23,0.05 +l23,20,24,0.05 +l24,17,25,0.05 +l25,25,26,0.05 +l26,26,27,0.05 +l27,27,28,0.05 +l28,25,29,0.05 +l29,26,30,0.05 diff --git a/workshop/net_data_power/example_net-loads.CSV b/workshop/net_data_power/example_net-loads.CSV new file mode 100644 index 00000000..e058516b --- /dev/null +++ b/workshop/net_data_power/example_net-loads.CSV @@ -0,0 +1,9 @@ +Name,bus,P_kW,Q_kVar +load1,5,60,20 +load2,6,60,20 +load3,11,60,20 +load4,13,60,20 +load5,23,60,20 +load6,24,60,20 +load7,29,60,20 +load8,30,60,20 diff --git a/workshop/net_data_power/example_net-sgens.CSV b/workshop/net_data_power/example_net-sgens.CSV new file mode 100644 index 00000000..69ba16d9 --- /dev/null +++ b/workshop/net_data_power/example_net-sgens.CSV @@ -0,0 +1,5 @@ +Name,bus,P_kW,Q_kVar +solar_pv1,5,30,0 +solar_pv2,13,30,0 +solar_pv3,23,30,0 +solar_pv4,30,30,0 diff --git a/workshop/net_data_power/example_net-switches.CSV b/workshop/net_data_power/example_net-switches.CSV new file mode 100644 index 00000000..f7c33710 --- /dev/null +++ b/workshop/net_data_power/example_net-switches.CSV @@ -0,0 +1,4 @@ +name,from_bus,to_bus +s1,4,16 +s2,9,17 +s3,22,28 diff --git a/workshop/pipe_net.py b/workshop/pipe_net.py new file mode 100644 index 00000000..06ef04ba --- /dev/null +++ b/workshop/pipe_net.py @@ -0,0 +1,118 @@ +import pandapipes as ps + +import pandas as pd +from os.path import join +from pandapipes.plotting import simple_plot + + +def pipe_net_example(): + input_dir = r'workshop/net_data_pipe' + in_junctions = pd.read_csv(join(input_dir, 'example_net-junctions.CSV')) + in_pipes = pd.read_csv(join(input_dir, 'example_net-pipes.CSV')) + + fluid = 'hgas' # water, lgas, hydrogen + net = ps.create_empty_network('pandapipes workshop - net 1', fluid=fluid) + + geodata = in_junctions[['lon', 'lat']].values + + ps.create_junctions(net, nr_junctions=31, pn_bar=1, tfluid_k=283.15, + height_m=in_junctions['height'], geodata=geodata) + ps.create_pipes_from_parameters(net, in_pipes['from_junction'], in_pipes['to_junction'], + length_km=in_pipes['length_km'], diameter_m=0.05, k_mm=0.2) + # alternatively, with standard types from + # https://pandapipes.readthedocs.io/en/develop/standard_types/std_types_in_pandapipes.html + # ps.create_pipes(net, in_pipes['from_junction'], in_pipes['to_junction'], + # std_type='50_PE_100_SDR_11', length_km=in_pipes['length_km']) + + return net + + +def gas_net_example(): + input_dir = r'workshop/net_data_pipe' + in_sinks = pd.read_csv(join(input_dir, 'example_net-sinks.CSV')) + in_sources = pd.read_csv(join(input_dir, 'example_net-sources.CSV')) + + net = pipe_net_example() + + ps.create_sinks(net, in_sinks['junction'], mdot_kg_per_s=0.001) # in_sinks['m_dot']) + ps.create_sources(net, in_sources['junction'], mdot_kg_per_s=0.0005) # in_sinks['m_dot']) + ps.create_ext_grid(net, junction=0, p_bar=3, t_k=313.15) + ps.create_ext_grid(net, junction=14, p_bar=16, t_k=283.15) + ps.pipeflow(net) + print_results(net) + return net + + +def gas_net_example2(): + net = gas_net_example() + ps.create_valves(net, [4, 9, 22], [16, 18, 28], 0.05, opened=False) + + ps.pipeflow(net, iter=2000) + print_results(net) + + ps.create_pressure_control(net, 5, 9, 9, 2.7) + + ps.pipeflow(net, iter=2000) + print_results(net) + + ps.create_pump(net, 9, 6, std_type='P1') + + ps.pipeflow(net, iter=2000) + print_results(net) + + ps.create_fluid_from_lib(net, 'hydrogen', True) + + ps.pipeflow(net, iter=2000) + print_results(net) + return net + +def heat_net_example(): + input_dir = r'workshop/net_data_pipe' + in_ijs= pd.read_csv(join(input_dir, 'example_net-intermediate_junctions.CSV')) + + net = pipe_net_example() + simple_plot(net) + + ps.create_fluid_from_lib(net, 'water') + + ps.create_circ_pump_const_pressure(net, 4, 9, 7, 3, t_flow_k=330) + ps.create_circ_pump_const_mass_flow(net, 22, 28, 10, 0.1, t_flow_k=320) + + js = ps.create_junctions(net, 6, 1, 283.15, geodata=in_ijs[['lon', 'lat']].values) + + ps.create_flow_controls(net, [5, 11, 14, 18, 23, 30,], js, 2, 0.05) + ps.create_heat_exchangers(net, js, [6, 13, 19, 29, 24, 27], 0.1, 2000) + + + ps.pipeflow(net) + print_results(net, True) + ps.pipeflow(net, mode='all') + print_results(net, TRue) + return net + +def print_results(net, heat=False): + print('pressure:') + print(net.res_junction.p_bar) + if heat: + print('temperature:') + print(net.res_junction.t_k) + print('velocity:') + print(net.res_pipe.v_mean_m_per_s) + + + + print('min. pressure:') + print(net.res_junction.p_bar.min()) + if heat: + print('min temperature:') + print(net.res_junction.t_k.min()) + print('max. velocity:') + print(net.res_pipe.v_mean_m_per_s.abs().max()) + + + +if __name__ == '__main__': + net1 = pipe_net_example() + net2 = gas_net_example() + net3 = gas_net_example2() + net4 = heat_net_example() \ No newline at end of file diff --git a/workshop/plotting.py b/workshop/plotting.py new file mode 100644 index 00000000..beee8a5c --- /dev/null +++ b/workshop/plotting.py @@ -0,0 +1,118 @@ +import seaborn +import numpy as np +import pandapipes as ps + +import matplotlib.pyplot as plt +import pandapipes.plotting as plot +from pandapipes.plotting import simple_plot +from pandapower.plotting import cmap_continuous, create_annotation_collection + +from workshop.pipe_net import pipe_net_example, gas_net_example, gas_net_example2, heat_net_example + + +def create_simple_plot(): + net = pipe_net_example() + simple_plot(net) + + +def create_pipe_net_collections(net): + #net = pipe_net_example() + colors = seaborn.color_palette('colorblind') + jc = plot.create_junction_collection(net, color=colors[0]) + pc = plot.create_pipe_collection(net, color=colors[1]) + collections = [jc, pc] + plot.draw_collections(collections) + plt.show() + return collections + + +def create_annotations(): + net = pipe_net_example() + collections = create_pipe_net_collections(net) + + coords = net.junction_geodata[['x', 'y']].values + jic = create_annotation_collection(size=20, + texts=np.char.mod('%.0f', net.junction.index), + coords=coords, zorder=150, color='k') + + # tuples of all junction coords + collections += [jic] + plot.draw_collections(collections) + plt.show() + return collections + + +def create_gas_net_collections(): + net = gas_net_example() + colors = seaborn.color_palette('colorblind') + collections = create_pipe_net_collections(net) + sc = plot.create_sink_collection(net, color=colors[3], size=20) + soc = plot.create_source_collection(net, color=colors[4], size=20) + ec = plot.create_ext_grid_collection(net, color=colors[5], size=20) + collections += [sc, soc, ec] + plot.draw_collections(collections) + plt.show() + return collections + + +def create_gas_net_collections2(): + net = gas_net_example2() + collections = create_gas_net_collections() + pcc = plot.create_pressure_control_collection(net, size=20, color='grey') + vc = plot.create_valve_collection(net, color='grey', size=5) + pc = plot.create_pump_collection(net, color='grey', size=20) + collections += [pcc, vc, pc] + plot.draw_collections(collections) + plt.show() + + +def create_heat_net_collections(): + net = heat_net_example() + collections = create_pipe_net_collections(net) + fc = plot.create_flow_control_collection(net, size=20, color='grey') + cpp = plot.create_pump_collection(net, table_name='circ_pump_pressure', color='grey', size=20, fj_col='return_junction', + tj_col='flow_junction') + cpm = plot.create_pump_collection(net, table_name='circ_pump_mass', color='grey', size=20, fj_col='return_junction', + tj_col='flow_junction') + hc = plot.create_heat_exchanger_collection(net, color='grey', size=20) + collections += [fc, cpp, cpm, hc] + plot.draw_collections(collections) + plt.show() + + +def plot_gas_results(net, junction_size=15): + sic = plot.create_sink_collection(net, patch_edgecolor='grey', line_color='grey') + if hasattr(net, 'source'): + src = plot.create_source_collection(net, patch_edgecolor='grey', + line_color='grey') + else: + src = None + ec = plot.create_ext_grid_collection(net) + if hasattr(net, 'valve'): + vc = plot.create_valve_collection(net, color='grey') + else: + vc = None + + # color map for pressure + max_p = net.res_junction.p_bar.max() + cmap_list_p = [(0, "red"), (max_p / 2, "yellow"), (max_p, "green")] + cmap_p, norm_p = cmap_continuous(cmap_list_p) + + jc = plot.create_junction_collection(net, size=junction_size, cmap=cmap_p, norm=norm_p, + z=net.res_junction.p_bar, + cbar_title="junction pressure [bar]") + + # color map for velocity + cmap_list_p = [(-0.007, "green"), (0.00, "yellow"), (0.007, "red")] + cmap_v, norm_v = cmap_continuous(cmap_list_p) + pc = plot.create_pipe_collection(net, linewidths=1, + cmap=cmap_v, norm=norm_v, + z=net.res_pipe.v_mean_m_per_s.abs(), + cbar_title="mean gas velocity [m/s]") + + pcc = plot.create_pressure_control_collection(net, size=junction_size, color='grey') + plot.draw_collections([sic, src, ec, jc, pc, vc, pcc], figsize=(8, 6)) + + +if __name__ == '__main__': + create_gas_net_collections2() From 9c954dcf3802bd71f7513f9f104f0fe5e03cf8fe Mon Sep 17 00:00:00 2001 From: sdrauz Date: Wed, 1 Feb 2023 11:30:41 +0100 Subject: [PATCH 05/54] workshop material --- workshop/controller.py | 63 + workshop/multinet.json | 3913 +++++++++++++++++ workshop/multinet.py | 87 + workshop/net_data_pipe/example_net-sinks.CSV | 16 +- .../net_data_pipe/example_net-sources.CSV | 6 +- workshop/net_data_power/example_net-loads.CSV | 16 +- workshop/net_data_power/time_series.xlsx | Bin 0 -> 5996917 bytes workshop/pp/net.json | 1949 ++++++++ workshop/pp/net.py | 38 + workshop/pp/plotting.py | 73 + workshop/pps/net.json | 1938 ++++++++ workshop/{pipe_net.py => pps/net.py} | 23 +- workshop/{ => pps}/plotting.py | 86 +- 13 files changed, 8134 insertions(+), 74 deletions(-) create mode 100644 workshop/controller.py create mode 100644 workshop/multinet.json create mode 100644 workshop/multinet.py create mode 100644 workshop/net_data_power/time_series.xlsx create mode 100644 workshop/pp/net.json create mode 100644 workshop/pp/net.py create mode 100644 workshop/pp/plotting.py create mode 100644 workshop/pps/net.json rename workshop/{pipe_net.py => pps/net.py} (89%) rename workshop/{ => pps}/plotting.py (55%) diff --git a/workshop/controller.py b/workshop/controller.py new file mode 100644 index 00000000..25b372f9 --- /dev/null +++ b/workshop/controller.py @@ -0,0 +1,63 @@ +import pandapipes as ps +import pandapower as pp +import numpy as np +from matplotlib import pyplot as plt +from pandapower.plotting import draw_collections + +from workshop.pp.plotting import create_power_net_collections +from workshop.pps.plotting import create_gas_net_collections2 + +from pandapipes.multinet.control.controller.multinet_control import P2GControlMultiEnergy +from pandapipes.multinet.create_multinet import create_empty_multinet, add_net_to_multinet +from pandapipes.multinet.control.run_control_multinet import run_control + +from pandapower.plotting import create_annotation_collection + + +def couple_two_nets(enet, gnet, offset=0): + mn = create_empty_multinet('coupled_networks') + add_net_to_multinet(mn, enet, 'power') + add_net_to_multinet(mn, gnet, 'gas') + + p2g_bus = 30 + p2g_junction = 30 + + p2g_load = pp.create_load(enet, bus=p2g_bus, p_mw=0.2, name='P2G unit') + p2g_source = ps.create_source(gnet, junction=p2g_junction, mdot_kg_per_s=0, name='P2G unit') + + P2GControlMultiEnergy(mn, p2g_load, p2g_source, efficiency=0.7, + name_power_net='power', name_gas_net='gas') + + pp.runpp(enet) + ps.pipeflow(gnet, iter=100) + run_control(mn, iter=100) + + # %% combined plots: + gnet.junction_geodata.x -= offset + ps_coll = create_gas_net_collections2(gnet) + pp_coll = create_power_net_collections(enet) + annotations = create_annotations(enet, gnet) + draw_collections(ps_coll + pp_coll + annotations) + + plt.show() + return mn + + +def create_annotations(enet, gnet): + coords_bus = enet.bus_geodata.loc[30, ['x', 'y']].values + coords_junct = gnet.junction_geodata.loc[30, ['x', 'y']].values + coords = np.concatenate([[coords_bus], [coords_junct]]) + + jic = create_annotation_collection(size=30, + texts=['electrolyser'] * len(coords), + coords=coords, zorder=150, color='k') + + # tuples of all junction coords + return [jic] + + +if __name__ == '__main__': + enet = pp.from_json('workshop/pp/net.json') + gnet = ps.from_json('workshop/pps/net.json') + mn = couple_two_nets(enet, gnet, offset=1000) + ps.to_json(mn, 'workshop/multinet.json') diff --git a/workshop/multinet.json b/workshop/multinet.json new file mode 100644 index 00000000..6855234c --- /dev/null +++ b/workshop/multinet.json @@ -0,0 +1,3913 @@ +{ + 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\\\\\\\"pandapipes.properties.fluids\\\\\\\", \\\\\\\"_class\\\\\\\": \\\\\\\"FluidPropertyConstant\\\\\\\", \\\\\\\"_object\\\\\\\": \\\\\\\"{\\\\\\\\\\\\\\\"value\\\\\\\\\\\\\\\": 39.41, \\\\\\\\\\\\\\\"warn_dependent_variables\\\\\\\\\\\\\\\": false}\\\\\\\"}}}\\\"}, \\\"fluid_calorific_value\\\": {\\\"_module\\\": \\\"numpy\\\", \\\"_class\\\": \\\"array\\\", \\\"_object\\\": [{\\\"_module\\\": \\\"numpy\\\", \\\"_class\\\": \\\"float64\\\", \\\"_object\\\": 39.41}], \\\"dtype\\\": \\\"float64\\\"}, \\\"applied\\\": true}\"},true,0.0,0,true,false]]}", + "orient": "split", + "dtype": { + "object": "object", + "in_service": "bool", + "order": "float64", + "level": "object", + "initial_run": "bool", + "recycle": "bool" + }, + "is_multiindex": false, + "is_multicolumn": false + } + } +} \ No newline at end of file diff --git a/workshop/multinet.py b/workshop/multinet.py new file mode 100644 index 00000000..68c3a2ef --- /dev/null +++ b/workshop/multinet.py @@ -0,0 +1,87 @@ +import numpy as np +import pandapipes as ps +import pandapower as pp +import pandas as pd +from matplotlib import pyplot as plt +from pandapower.control import ConstControl +from pandapower.plotting import draw_collections + +from pandapower.timeseries.run_time_series import run_timeseries as run_timeseries_pp +from pandapipes.timeseries.run_time_series import run_timeseries as run_timeseries_pps +from pandapower.timeseries import DFData +from pandapower.timeseries import OutputWriter + +from workshop.controller import couple_two_nets + + +def prepare_data_power(): + data_pv = pd.read_excel(r'workshop/net_data_power/time_series.xlsx', sheet_name='pv_solar', index_col='time') + data_ho = pd.read_excel(r'workshop/net_data_power/time_series.xlsx', sheet_name='households', index_col='time') + data_ho = data_ho.loc[data_pv.index] + return data_pv.loc[:, data_pv.columns.str.contains('nom')], data_ho + + +def prepare_data_gas(n_timesteps=10): + profiles = pd.DataFrame() + profiles['electrolyser'] = np.random.random(n_timesteps) * 0.001 + return profiles + + +def prepare_data_multinet(n_timesteps=10): + profiles = pd.DataFrame() + profiles['wind farm'] = np.random.random(n_timesteps) * 300 + profiles['power to gas consumption'] = np.random.random(n_timesteps) * 200 + profiles['gas to power consumption'] = [3.6187] * n_timesteps + return profiles + + # profiles, ds = create_data_source(10) + # ows = create_output_writers(mn, 10) + + +def time_series_simulation_power(net): + data_pv, data_ho = prepare_data_power() + profs_ho = np.random.choice(['A', 'B', 'C'], len(net.load.index)) + profs_pv = np.random.choice(['pv_south_nom', 'pv_southwest_nom'], len(net.sgen.index)) + profs_ho_p = ['H0-%s_pload' % x for x in profs_ho] + profs_ho_q = ['H0-%s_qload' % x for x in profs_ho] + data_source_p = data_ho.loc[:, data_ho.columns.str.contains('pload')] * 0.06 + data_source_q = data_ho.loc[:, data_ho.columns.str.contains('qload')] * 0.02 + data_source_pv = data_pv * 0.03 + + ConstControl(net, 'load', 'p_mw', net.load.index, profs_ho_p, DFData(data_source_p)) + ConstControl(net, 'load', 'q_mvar', net.load.index, profs_ho_q, DFData(data_source_q)) + ConstControl(net, 'sgen', 'p_mw', net.sgen.index, profs_pv, DFData(data_source_pv)) + ConstControl(net, 'load', 'p_mw', 30, profs_ho_p[0], DFData(data_source_p)) + + log_variables = [('res_bus', 'vm_pu'), + ('res_line', 'loading_percent'), + ('res_trafo', 'loading_percent')] + + OutputWriter(net, data_pv.index, r'workshop/net_data_power/results', output_file_type='.csv', + log_variables=log_variables) + + run_timeseries_pp(net, data_pv.index, numba=False) + # net.output_writer.loc[0, 'object'].output['res_bus.vm_pu'] + return net + + +def time_series_simulation_gas(net): + profiles = prepare_data_gas() + + ConstControl(net, 'source', 'mdot_kg_per_s', 30, 'electrolyser', DFData(profiles)) + + log_variables = [('res_source', 'mdot_kg_per_s'), + ('res_pipe', 'v_mean_m_per_s'), + ('res_junction', 'p_bar')] + + OutputWriter(net, profiles.index, r'workshop/net_data_pipe/results', output_file_type='.csv', + log_variables=log_variables) + run_timeseries_pps(net, profiles.index, iter=100) + + +if __name__ == '__main__': + enet = pp.from_json('workshop/pp/net.json') + time_series_simulation_power(enet) + multinet = ps.from_json('workshop/multinet.json') + gnet = multinet['nets']['gas'] + time_series_simulation_gas(gnet) diff --git a/workshop/net_data_pipe/example_net-sinks.CSV b/workshop/net_data_pipe/example_net-sinks.CSV index f0efd3c9..c46ae4e0 100644 --- a/workshop/net_data_pipe/example_net-sinks.CSV +++ b/workshop/net_data_pipe/example_net-sinks.CSV @@ -1,9 +1,9 @@ Name,junction,m_dot -sink1,5,0.002 -sink2,6,0.002 -sink3,11,0.002 -sink4,13,0.002 -sink5,23,0.002 -sink6,24,0.002 -sink7,29,0.002 -sink8,30,0.002 +sink1,5,0.001 +sink2,6,0.001 +sink3,11,0.001 +sink4,13,0.001 +sink5,23,0.001 +sink6,24,0.001 +sink7,29,0.001 +sink8,30,0.001 diff --git a/workshop/net_data_pipe/example_net-sources.CSV b/workshop/net_data_pipe/example_net-sources.CSV index b1a2e735..56c9fcac 100644 --- a/workshop/net_data_pipe/example_net-sources.CSV +++ b/workshop/net_data_pipe/example_net-sources.CSV @@ -1,5 +1,5 @@ Name,junction,m_dot -source1,4,0.001 -source2,5,0.001 -source3,10,0.001 +source1,4,0.0005 +source2,5,0.0005 +source3,10,0.0005 diff --git a/workshop/net_data_power/example_net-loads.CSV b/workshop/net_data_power/example_net-loads.CSV index e058516b..7022f557 100644 --- a/workshop/net_data_power/example_net-loads.CSV +++ b/workshop/net_data_power/example_net-loads.CSV @@ -1,9 +1,9 @@ Name,bus,P_kW,Q_kVar -load1,5,60,20 -load2,6,60,20 -load3,11,60,20 -load4,13,60,20 -load5,23,60,20 -load6,24,60,20 -load7,29,60,20 -load8,30,60,20 +load1,5,40,10 +load2,6,40,10 +load3,11,40,10 +load4,13,40,10 +load5,23,40,10 +load6,24,40,10 +load7,29,40,10 +load8,30,40,10 diff --git a/workshop/net_data_power/time_series.xlsx b/workshop/net_data_power/time_series.xlsx new file mode 100644 index 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