From 5f78b00dd282c91cb3f4a2393e889b9deed5f38e Mon Sep 17 00:00:00 2001 From: jinningwang Date: Wed, 6 Mar 2024 20:35:48 -0500 Subject: [PATCH] Rerun examples with v0.9.3 --- examples/demonstration/demo_AGC.ipynb | 51 +++++---- examples/demonstration/demo_ESD1.ipynb | 20 ++-- examples/ex1.ipynb | 102 +++++++++--------- examples/ex2.ipynb | 60 +++++------ examples/ex3.ipynb | 12 ++- examples/ex4.ipynb | 18 ++-- examples/ex5.ipynb | 36 +++---- examples/ex6.ipynb | 18 ++-- examples/ex7.ipynb | 22 ++-- examples/ex8.ipynb | 24 ++--- .../verification/ams_dcopf_verification.ipynb | 4 +- 11 files changed, 188 insertions(+), 179 deletions(-) diff --git a/examples/demonstration/demo_AGC.ipynb b/examples/demonstration/demo_AGC.ipynb index 7e451642..ad865f62 100644 --- a/examples/demonstration/demo_AGC.ipynb +++ b/examples/demonstration/demo_AGC.ipynb @@ -83,9 +83,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-06 07:09:26\n", + "Last run time: 2024-03-06 20:34:47\n", "andes:1.9.1\n", - "ams:0.9.2.post11.dev0+gff153af\n" + "ams:0.9.3\n" ] } ], @@ -132,11 +132,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "Parsing input file \"/Users/jinningwang/Documents/work/ams/ams/cases/ieee39/ieee39_uced.xlsx\"...\n", - "Input file parsed in 0.2026 seconds.\n", + "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/ieee39/ieee39_uced.xlsx\"...\n", + "Input file parsed in 0.1474 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0022 seconds.\n" + "System set up in 0.0023 seconds.\n" ] } ], @@ -214,11 +214,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "Parsing additional file \"/Users/jinningwang/Documents/work/mambaforge/envs/ams/lib/python3.9/site-packages/andes/cases/ieee39/ieee39_full.xlsx\"...\n", + "Parsing additional file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/andes/cases/ieee39/ieee39_full.xlsx\"...\n", "Following PFlow models in addfile will be overwritten: , , , , , , \n", - "Addfile parsed in 0.0724 seconds.\n", - "System converted to ANDES in 0.1613 seconds.\n", - "AMS system 0x162a49910 is linked to the ANDES system 0x162a5d760.\n" + "Addfile parsed in 0.0793 seconds.\n", + "System converted to ANDES in 0.1551 seconds.\n", + "/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/interop/andes.py:907: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n", + " ssa_key0 = ssa_key0.fillna(value=False)\n", + "AMS system 0x107a87ee0 is linked to the ANDES system 0x107a87160.\n" ] } ], @@ -327,7 +329,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -336,7 +338,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -424,7 +426,16 @@ "cell_type": "code", "execution_count": 13, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/var/folders/06/z8ws9b2d733f7h6yc5qpn22w0000gn/T/ipykernel_56596/3056283292.py:61: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n", + " maptab = sp.dyn.link.copy().fillna(False)\n" + ] + } + ], "source": [ "# --- time constants ---\n", "total_time = 610\n", @@ -523,8 +534,8 @@ "text": [ " reinit OModel due to non-parametric change.\n", " initialized in 0.0000 seconds.\n", - " solved as optimal in 0.0214 seconds, converged in 12 iterations with ECOS.\n", - " initialized in 0.0027 seconds.\n" + " solved as optimal in 0.0172 seconds, converged in 12 iterations with ECOS.\n", + " initialized in 0.0022 seconds.\n" ] }, { @@ -539,7 +550,7 @@ "name": "stderr", "output_type": "stream", "text": [ - " solved in 0.3588 seconds, converged in 18 iterations with PYPOWER-PIPS.\n", + " solved in 0.3903 seconds, converged in 18 iterations with PYPOWER-PIPS.\n", " converted to AC.\n" ] }, @@ -565,7 +576,7 @@ "Please update parameters: ['pg0']\n", " reinit OModel due to non-parametric change.\n", " initialized in 0.0000 seconds.\n", - " solved as optimal in 0.0185 seconds, converged in 12 iterations with ECOS.\n" + " solved as optimal in 0.0180 seconds, converged in 12 iterations with ECOS.\n" ] }, { @@ -581,7 +592,7 @@ "name": "stderr", "output_type": "stream", "text": [ - " solved in 0.3645 seconds, converged in 18 iterations with PYPOWER-PIPS.\n", + " solved in 0.3597 seconds, converged in 18 iterations with PYPOWER-PIPS.\n", " converted to AC.\n" ] }, @@ -606,7 +617,7 @@ "Please update parameters: ['pg0']\n", " reinit OModel due to non-parametric change.\n", " initialized in 0.0000 seconds.\n", - " solved as optimal in 0.0182 seconds, converged in 12 iterations with ECOS.\n" + " solved as optimal in 0.0161 seconds, converged in 12 iterations with ECOS.\n" ] }, { @@ -623,7 +634,7 @@ "name": "stderr", "output_type": "stream", "text": [ - " solved in 0.3470 seconds, converged in 18 iterations with PYPOWER-PIPS.\n", + " solved in 0.3660 seconds, converged in 18 iterations with PYPOWER-PIPS.\n", " converted to AC.\n" ] }, @@ -846,7 +857,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] diff --git a/examples/demonstration/demo_ESD1.ipynb b/examples/demonstration/demo_ESD1.ipynb index 3626d23e..fda11939 100644 --- a/examples/demonstration/demo_ESD1.ipynb +++ b/examples/demonstration/demo_ESD1.ipynb @@ -40,8 +40,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 22:47:52\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:34:20\n", + "ams:0.9.3\n" ] } ], @@ -77,10 +77,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_uced_esd1.xlsx\"...\n", - "Input file parsed in 0.1153 seconds.\n", + "Input file parsed in 0.1106 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0019 seconds.\n" + "System set up in 0.0020 seconds.\n" ] } ], @@ -219,8 +219,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0188 seconds.\n", - "RTEDES solved as optimal in 0.1058 seconds, converged after -1 iteration using solver SCIP.\n" + " initialized in 0.0191 seconds.\n", + " solved as optimal in 0.0586 seconds, converged in -1 iteration with SCIP.\n" ] }, { @@ -316,8 +316,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0265 seconds.\n", - "EDES solved as optimal in 0.0553 seconds, converged after -1 iteration using solver SCIP.\n" + " initialized in 0.0289 seconds.\n", + " solved as optimal in 0.0674 seconds, converged in -1 iteration with SCIP.\n" ] }, { @@ -379,8 +379,8 @@ "text": [ "All generators are online at initial, make initial guess for commitment.\n", "Turn off StaticGen ['PV_1'] as initial commitment guess.\n", - "Routine initialized in 0.0282 seconds.\n", - "UCES solved as optimal in 0.1265 seconds, converged after -1 iteration using solver SCIP.\n" + " initialized in 0.0307 seconds.\n", + " solved as optimal in 0.1766 seconds, converged in -1 iteration with SCIP.\n" ] }, { diff --git a/examples/ex1.ipynb b/examples/ex1.ipynb index 0a47ef98..0dbe0bc5 100644 --- a/examples/ex1.ipynb +++ b/examples/ex1.ipynb @@ -51,8 +51,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:57:40\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:32:33\n", + "ams:0.9.3\n" ] } ], @@ -127,10 +127,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_uced.xlsx\"...\n", - "Input file parsed in 0.1114 seconds.\n", + "Input file parsed in 0.1155 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0038 seconds.\n" + "System set up in 0.0026 seconds.\n" ] } ], @@ -164,33 +164,33 @@ { "data": { "text/plain": [ - "OrderedDict([('Summary', Summary (3 devices) at 0x14af9ea90),\n", - " ('Bus', Bus (5 devices) at 0x14af9ed60),\n", - " ('PQ', PQ (3 devices) at 0x14afbe580),\n", - " ('PV', PV (3 devices) at 0x14afcc1f0),\n", - " ('Slack', Slack (1 device) at 0x16a63d0a0),\n", - " ('Shunt', Shunt (0 devices) at 0x16a63db20),\n", - " ('Line', Line (7 devices) at 0x16a63dfd0),\n", - " ('PVD1', PVD1 (0 devices) at 0x16a6536d0),\n", - " ('ESD1', ESD1 (0 devices) at 0x16a653d00),\n", - " ('REGCA1', REGCA1 (0 devices) at 0x16a6662b0),\n", - " ('REGCV1', REGCV1 (0 devices) at 0x16a6668b0),\n", - " ('REGCV2', REGCV2 (0 devices) at 0x16a6740d0),\n", - " ('Area', Area (3 devices) at 0x16a674610),\n", - " ('Region', Region (2 devices) at 0x16a674d90),\n", - " ('SFR', SFR (2 devices) at 0x16a683580),\n", - " ('SR', SR (2 devices) at 0x16a683be0),\n", - " ('NSR', NSR (2 devices) at 0x16a68d040),\n", - " ('VSGR', VSGR (0 devices) at 0x16a68d460),\n", - " ('GCost', GCost (4 devices) at 0x16a68d8b0),\n", - " ('SFRCost', SFRCost (4 devices) at 0x16a68df40),\n", - " ('SRCost', SRCost (4 devices) at 0x16a69e520),\n", - " ('NSRCost', NSRCost (4 devices) at 0x16a69e940),\n", - " ('VSGCost', VSGCost (0 devices) at 0x16a69ed60),\n", - " ('DCost', DCost (3 devices) at 0x16a6a80a0),\n", - " ('TimeSlot', TimeSlot (0 devices) at 0x16a6a8610),\n", - " ('EDTSlot', EDTSlot (24 devices) at 0x16a6b60d0),\n", - " ('UCTSlot', UCTSlot (24 devices) at 0x16a6b64f0)])" + "OrderedDict([('Summary', Summary (3 devices) at 0x28eb62d00),\n", + " ('Bus', Bus (5 devices) at 0x28eb62fa0),\n", + " ('PQ', PQ (3 devices) at 0x28eb947f0),\n", + " ('PV', PV (3 devices) at 0x28eba0460),\n", + " ('Slack', Slack (1 device) at 0x28ebb7310),\n", + " ('Shunt', Shunt (0 devices) at 0x28ebb7d90),\n", + " ('Line', Line (7 devices) at 0x28ebc3280),\n", + " ('PVD1', PVD1 (0 devices) at 0x28ebcd940),\n", + " ('ESD1', ESD1 (0 devices) at 0x28ebcdf70),\n", + " ('REGCA1', REGCA1 (0 devices) at 0x28ebe0520),\n", + " ('REGCV1', REGCV1 (0 devices) at 0x28ebe0b20),\n", + " ('REGCV2', REGCV2 (0 devices) at 0x28ebea340),\n", + " ('Area', Area (3 devices) at 0x28ebea880),\n", + " ('Region', Region (2 devices) at 0x28ebf8040),\n", + " ('SFR', SFR (2 devices) at 0x28ebf87f0),\n", + " ('SR', SR (2 devices) at 0x28ebf8e50),\n", + " ('NSR', NSR (2 devices) at 0x28ec082b0),\n", + " ('VSGR', VSGR (0 devices) at 0x28ec086d0),\n", + " ('GCost', GCost (4 devices) at 0x28ec08b20),\n", + " ('SFRCost', SFRCost (4 devices) at 0x28ec161f0),\n", + " ('SRCost', SRCost (4 devices) at 0x28ec16790),\n", + " ('NSRCost', NSRCost (4 devices) at 0x28ec16bb0),\n", + " ('VSGCost', VSGCost (0 devices) at 0x28ec16fd0),\n", + " ('DCost', DCost (3 devices) at 0x28ec20310),\n", + " ('TimeSlot', TimeSlot (0 devices) at 0x28ec20880),\n", + " ('EDTSlot', EDTSlot (24 devices) at 0x28ec2a340),\n", + " ('UCTSlot', UCTSlot (24 devices) at 0x28ec2a760)])" ] }, "execution_count": 5, @@ -343,23 +343,23 @@ { "data": { "text/plain": [ - "OrderedDict([('DCPF', DCPF at 0x14af9e6d0),\n", - " ('PFlow', PFlow at 0x16a6c2130),\n", - " ('CPF', CPF at 0x16a6c2760),\n", - " ('ACOPF', ACOPF at 0x16a6c2d90),\n", - " ('DCOPF', DCOPF at 0x16a6d66d0),\n", - " ('ED', ED at 0x16a6f04f0),\n", - " ('EDDG', EDDG at 0x16a71d760),\n", - " ('EDES', EDES at 0x16a7401c0),\n", - " ('RTED', RTED at 0x16a7656d0),\n", - " ('RTEDDG', RTEDDG at 0x16a765790),\n", - " ('RTEDES', RTEDES at 0x16a78ce20),\n", - " ('RTEDVIS', RTEDVIS at 0x16a7afbb0),\n", - " ('UC', UC at 0x16a7d2340),\n", - " ('UCDG', UCDG at 0x29410a0a0),\n", - " ('UCES', UCES at 0x29411dfa0),\n", - " ('DOPF', DOPF at 0x2941549d0),\n", - " ('DOPFVIS', DOPFVIS at 0x294165ca0)])" + "OrderedDict([('DCPF', DCPF at 0x28eb62940),\n", + " ('PFlow', PFlow at 0x28ec353a0),\n", + " ('CPF', CPF at 0x28ec35a00),\n", + " ('ACOPF', ACOPF at 0x28fa70040),\n", + " ('DCOPF', DCOPF at 0x28fa70940),\n", + " ('ED', ED at 0x28fa8b760),\n", + " ('EDDG', EDDG at 0x28fab99d0),\n", + " ('EDES', EDES at 0x28fadf460),\n", + " ('RTED', RTED at 0x28fc1a9a0),\n", + " ('RTEDDG', RTEDDG at 0x28fc1aa60),\n", + " ('RTEDES', RTEDES at 0x28fc50190),\n", + " ('RTEDVIS', RTEDVIS at 0x28fc63f10),\n", + " ('UC', UC at 0x28fc886d0),\n", + " ('UCDG', UCDG at 0x29231e3a0),\n", + " ('UCES', UCES at 0x292344310),\n", + " ('DOPF', DOPF at 0x292367d30),\n", + " ('DOPFVIS', DOPFVIS at 0x29238b070)])" ] }, "execution_count": 7, @@ -396,7 +396,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0124 seconds.\n" + " initialized in 0.0132 seconds.\n" ] }, { @@ -433,7 +433,7 @@ { "data": { "text/plain": [ - "['CLARABEL', 'ECOS', 'ECOS_BB', 'GUROBI', 'OSQP', 'SCIPY', 'SCS']" + "['CLARABEL', 'ECOS', 'ECOS_BB', 'GUROBI', 'OSQP', 'SCIP', 'SCIPY', 'SCS']" ] }, "execution_count": 9, @@ -454,7 +454,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0155 seconds, converged after 11 iterations using solver ECOS.\n" + " solved as optimal in 0.0155 seconds, converged in 11 iterations with ECOS.\n" ] }, { diff --git a/examples/ex2.ipynb b/examples/ex2.ipynb index 7047f4b5..3160d7ef 100644 --- a/examples/ex2.ipynb +++ b/examples/ex2.ipynb @@ -36,8 +36,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:58:34\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:32:43\n", + "ams:0.9.3\n" ] } ], @@ -82,10 +82,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_uced.xlsx\"...\n", - "Input file parsed in 0.1135 seconds.\n", + "Input file parsed in 0.0927 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0017 seconds.\n" + "System set up in 0.0021 seconds.\n" ] } ], @@ -270,8 +270,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0117 seconds.\n", - "RTED solved as optimal in 0.0143 seconds, converged after 11 iterations using solver ECOS.\n" + " initialized in 0.0134 seconds.\n", + " solved as optimal in 0.0149 seconds, converged in 11 iterations with ECOS.\n" ] }, { @@ -416,7 +416,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0020 seconds, converged after 11 iterations using solver ECOS.\n" + " solved as optimal in 0.0019 seconds, converged in 11 iterations with ECOS.\n" ] }, { @@ -471,7 +471,7 @@ { "data": { "text/plain": [ - "StaticLoad (3 devices) at 0x177fed6d0" + "StaticLoad (3 devices) at 0x16ac83e50" ] }, "execution_count": 14, @@ -690,7 +690,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0042 seconds, converged after 11 iterations using solver ECOS.\n" + " solved as optimal in 0.0024 seconds, converged in 11 iterations with ECOS.\n" ] }, { @@ -973,7 +973,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Re-init RTED OModel due to non-parametric change.\n" + " reinit OModel due to non-parametric change.\n" ] }, { @@ -1007,7 +1007,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0195 seconds, converged after 10 iterations using solver ECOS.\n" + " solved as optimal in 0.0144 seconds, converged in 10 iterations with ECOS.\n" ] }, { @@ -1394,7 +1394,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Re-init RTED OModel due to non-parametric change.\n" + " reinit OModel due to non-parametric change.\n" ] }, { @@ -1421,7 +1421,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0151 seconds, converged after 10 iterations using solver ECOS.\n" + " solved as optimal in 0.0145 seconds, converged in 10 iterations with ECOS.\n" ] }, { @@ -1492,10 +1492,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_uced.xlsx\"...\n", - "Input file parsed in 0.0395 seconds.\n", + "Input file parsed in 0.0399 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0025 seconds.\n" + "System set up in 0.0031 seconds.\n" ] } ], @@ -1514,7 +1514,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0118 seconds.\n" + " initialized in 0.0110 seconds.\n" ] }, { @@ -1628,7 +1628,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0193 seconds, converged after 12 iterations using solver ECOS.\n" + " solved as optimal in 0.0149 seconds, converged in 12 iterations with ECOS.\n" ] }, { @@ -1749,8 +1749,8 @@ "output_type": "stream", "text": [ "Disabled constraints: plflb, plfub\n", - "Routine initialized in 0.0094 seconds.\n", - "RTED solved as optimal in 0.0135 seconds, converged after 11 iterations using solver ECOS.\n" + " initialized in 0.0090 seconds.\n", + " solved as optimal in 0.0123 seconds, converged in 11 iterations with ECOS.\n" ] }, { @@ -1870,8 +1870,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0093 seconds.\n", - "RTED solved as optimal in 0.0143 seconds, converged after 12 iterations using solver ECOS.\n" + " initialized in 0.0092 seconds.\n", + " solved as optimal in 0.0135 seconds, converged in 12 iterations with ECOS.\n" ] }, { @@ -1952,7 +1952,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0099 seconds.\n" + " initialized in 0.0104 seconds.\n" ] }, { @@ -2026,10 +2026,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_uced.xlsx\"...\n", - "Input file parsed in 0.0418 seconds.\n", + "Input file parsed in 0.0393 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0020 seconds.\n" + "System set up in 0.0021 seconds.\n" ] } ], @@ -2075,8 +2075,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0113 seconds.\n", - "RTED solved as optimal in 0.0142 seconds, converged after 11 iterations using solver ECOS.\n" + " initialized in 0.0104 seconds.\n", + " solved as optimal in 0.0135 seconds, converged in 11 iterations with ECOS.\n" ] }, { @@ -2148,7 +2148,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Re-init RTED OModel due to non-parametric change.\n" + " reinit OModel due to non-parametric change.\n" ] }, { @@ -2175,7 +2175,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0259 seconds, converged after 325 iterations using solver SCS.\n" + " solved as optimal in 0.0183 seconds, converged in 325 iterations with SCS.\n" ] }, { @@ -2283,8 +2283,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0053 seconds.\n", - "DCOPF solved as optimal in 0.0087 seconds, converged after 225 iterations using solver SCS.\n" + " initialized in 0.0054 seconds.\n", + " solved as optimal in 0.0591 seconds, converged in 225 iterations with SCS.\n" ] }, { diff --git a/examples/ex3.ipynb b/examples/ex3.ipynb index 32e62cce..c5dedfbc 100644 --- a/examples/ex3.ipynb +++ b/examples/ex3.ipynb @@ -36,8 +36,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:58:49\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:32:51\n", + "ams:0.9.3\n" ] } ], @@ -73,7 +73,7 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_uced.xlsx\"...\n", - "Input file parsed in 0.1082 seconds.\n", + "Input file parsed in 0.0922 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", "System set up in 0.0018 seconds.\n" @@ -233,6 +233,12 @@ " rgu | Gen ramping up \n", " rgd | Gen ramping down \n", "\n", + "Expressions\n", + "\n", + "Name | Variable | Description \n", + "------+----------+----------------\n", + " plfc | plf | plf calculation\n", + "\n", "Vars\n", "\n", "Name | Description | Unit | Properties\n", diff --git a/examples/ex4.ipynb b/examples/ex4.ipynb index bfd91e22..cad36521 100644 --- a/examples/ex4.ipynb +++ b/examples/ex4.ipynb @@ -45,8 +45,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:59:00\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:32:58\n", + "ams:0.9.3\n" ] } ], @@ -89,10 +89,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/ieee14/ieee14_uced.xlsx\"...\n", - "Input file parsed in 0.1138 seconds.\n", + "Input file parsed in 0.0962 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0021 seconds.\n", + "System set up in 0.0020 seconds.\n", "-> Systen size:\n", "Base: 100 MVA; Frequency: 60 Hz\n", "14 Buses; 20 Lines; 5 Static Generators\n", @@ -134,7 +134,7 @@ "Input file parsed in 0.0021 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0021 seconds.\n", + "System set up in 0.0019 seconds.\n", "-> Systen size:\n", "Base: 100 MVA; Frequency: 60 Hz\n", "14 Buses; 20 Lines; 5 Static Generators\n", @@ -169,10 +169,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/matpower/case14.m\"...\n", - "Input file parsed in 0.0061 seconds.\n", + "Input file parsed in 0.0049 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0042 seconds.\n", + "System set up in 0.0019 seconds.\n", "-> Systen size:\n", "Base: 100.0 MVA; Frequency: 60 Hz\n", "14 Buses; 20 Lines; 5 Static Generators\n", @@ -224,10 +224,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/ieee14/ieee14.raw\"...\n", - "Input file parsed in 0.0090 seconds.\n", + "Input file parsed in 0.0082 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0019 seconds.\n", + "System set up in 0.0018 seconds.\n", "-> Systen size:\n", "Base: 100.0 MVA; Frequency: 60.0 Hz\n", "14 Buses; 20 Lines; 5 Static Generators\n", diff --git a/examples/ex5.ipynb b/examples/ex5.ipynb index d934848e..b17afbb5 100644 --- a/examples/ex5.ipynb +++ b/examples/ex5.ipynb @@ -40,9 +40,9 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:59:11\n", + "Last run time: 2024-03-06 20:33:10\n", "andes:1.9.1\n", - "ams:0.9.1\n" + "ams:0.9.3\n" ] } ], @@ -80,10 +80,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/ieee14/ieee14_uced.xlsx\"...\n", - "Input file parsed in 0.1094 seconds.\n", + "Input file parsed in 0.0983 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0019 seconds.\n" + "System set up in 0.0020 seconds.\n" ] } ], @@ -102,7 +102,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0115 seconds.\n" + " initialized in 0.0136 seconds.\n" ] }, { @@ -129,7 +129,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "RTED solved as optimal in 0.0159 seconds, converged after 12 iterations using solver ECOS.\n" + " solved as optimal in 0.0159 seconds, converged in 12 iterations with ECOS.\n" ] }, { @@ -168,24 +168,17 @@ "execution_count": 7, "metadata": {}, "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Generating code for 1 models on 8 processes.\n" - ] - }, { "name": "stderr", "output_type": "stream", "text": [ "Parsing additional file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/andes/cases/ieee14/ieee14_full.xlsx\"...\n", "Following PFlow models in addfile will be overwritten: , , , , , , \n", - "Addfile parsed in 0.0507 seconds.\n", - "System converted to ANDES in 0.3373 seconds.\n", + "Addfile parsed in 0.0561 seconds.\n", + "System converted to ANDES in 0.1418 seconds.\n", "/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/interop/andes.py:907: FutureWarning: Downcasting object dtype arrays on .fillna, .ffill, .bfill is deprecated and will change in a future version. Call result.infer_objects(copy=False) instead. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n", " ssa_key0 = ssa_key0.fillna(value=False)\n", - "AMS system 0x10817dbe0 is linked to the ANDES system 0x1082e5c70.\n" + "AMS system 0x16a567d00 is linked to the ANDES system 0x10790dc40.\n" ] } ], @@ -415,10 +408,9 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0036 seconds.\n", - "ACOPF solved in 0.2299 seconds, converged after 12 iterations using solver PYPOWER-PIPS.\n", - "Attribute already exists in .\n", - " is converted to AC.\n" + " initialized in 0.0028 seconds.\n", + " solved in 0.2354 seconds, converged in 12 iterations with PYPOWER-PIPS.\n", + " converted to AC.\n" ] }, { @@ -474,7 +466,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Send results to ANDES <0x1082e5c70>...\n", + "Send results to ANDES <0x10790dc40>...\n", "Send to Bus.v0\n", "Send to StaticGen.u\n", "Send to StaticGen.p0\n" @@ -673,7 +665,7 @@ { "data": { "text/plain": [ - "array([0.32263564, 0.01 , 0.02 , 0.01 , 1.97390343])" + "array([0.47701346, 0.01000084, 0.02000084, 0.01000085, 1.81223214])" ] }, "execution_count": 19, diff --git a/examples/ex6.ipynb b/examples/ex6.ipynb index c376a57e..af001354 100644 --- a/examples/ex6.ipynb +++ b/examples/ex6.ipynb @@ -37,8 +37,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:59:25\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:33:19\n", + "ams:0.9.3\n" ] } ], @@ -75,10 +75,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_demo.xlsx\"...\n", - "Input file parsed in 0.1031 seconds.\n", + "Input file parsed in 0.0937 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0019 seconds.\n" + "System set up in 0.0018 seconds.\n" ] } ], @@ -372,9 +372,9 @@ { "data": { "text/plain": [ - "OrderedDict([('TimeSlot', TimeSlot (0 devices) at 0x137ec7610),\n", - " ('EDTSlot', EDTSlot (6 devices) at 0x137ed50d0),\n", - " ('UCTSlot', UCTSlot (6 devices) at 0x137ed54f0)])" + "OrderedDict([('TimeSlot', TimeSlot (0 devices) at 0x28ec5b850),\n", + " ('EDTSlot', EDTSlot (6 devices) at 0x28ec66310),\n", + " ('UCTSlot', UCTSlot (6 devices) at 0x28ec66730)])" ] }, "execution_count": 7, @@ -554,7 +554,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0178 seconds.\n" + " initialized in 0.0201 seconds.\n" ] }, { @@ -581,7 +581,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "ED solved as optimal in 0.0230 seconds, converged after 11 iterations using solver ECOS.\n" + " solved as optimal in 0.0277 seconds, converged in 11 iterations with ECOS.\n" ] }, { diff --git a/examples/ex7.ipynb b/examples/ex7.ipynb index d43e7d71..7f19e8a2 100644 --- a/examples/ex7.ipynb +++ b/examples/ex7.ipynb @@ -42,8 +42,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:59:36\n", - "ams:0.9.1\n" + "Last run time: 2024-03-06 20:33:26\n", + "ams:0.9.3\n" ] } ], @@ -79,10 +79,10 @@ "output_type": "stream", "text": [ "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_demo.xlsx\"...\n", - "Input file parsed in 0.1053 seconds.\n", + "Input file parsed in 0.0931 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0023 seconds.\n" + "System set up in 0.0018 seconds.\n" ] } ], @@ -101,8 +101,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0078 seconds.\n", - "DCOPF solved as optimal in 0.0095 seconds, converged after 9 iterations using solver ECOS.\n" + " initialized in 0.0083 seconds.\n", + " solved as optimal in 0.0087 seconds, converged in 9 iterations with ECOS.\n" ] }, { @@ -145,7 +145,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Report saved to \"pjm5bus_demo_out.txt\" in 0.0007 seconds.\n" + "Report saved to \"pjm5bus_demo_out.txt\" in 0.0019 seconds.\n" ] }, { @@ -179,12 +179,12 @@ "name": "stdout", "output_type": "stream", "text": [ - "AMS 0.9.1\n", + "AMS 0.9.3\n", "Copyright (C) 2023-2024 Jinning Wang\n", "\n", "AMS comes with ABSOLUTELY NO WARRANTY\n", "Case file: /Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_demo.xlsx\n", - "Report time: 03/02/2024 04:59:36 PM\n", + "Report time: 03/06/2024 08:33:26 PM\n", "\n", "\n", "========== System Statistics ==========\n", @@ -267,8 +267,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0207 seconds.\n", - "ED solved as optimal in 0.0213 seconds, converged after 11 iterations using solver ECOS.\n" + " initialized in 0.0194 seconds.\n", + " solved as optimal in 0.0252 seconds, converged in 11 iterations with ECOS.\n" ] }, { diff --git a/examples/ex8.ipynb b/examples/ex8.ipynb index aaff2471..dd9d88ff 100644 --- a/examples/ex8.ipynb +++ b/examples/ex8.ipynb @@ -39,8 +39,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-03 22:31:10\n", - "ams:0.9.1.post59+g5ab2916\n" + "Last run time: 2024-03-06 20:33:51\n", + "ams:0.9.3\n" ] } ], @@ -75,8 +75,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Parsing input file \"/Users/jinningwang/Documents/work/ams/ams/cases/5bus/pjm5bus_demo.xlsx\"...\n", - "Input file parsed in 0.1195 seconds.\n", + "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_demo.xlsx\"...\n", + "Input file parsed in 0.1019 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", "System set up in 0.0020 seconds.\n" @@ -106,7 +106,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0108 seconds.\n" + " initialized in 0.0092 seconds.\n" ] }, { @@ -432,7 +432,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0069 seconds.\n" + " initialized in 0.0066 seconds.\n" ] }, { @@ -466,7 +466,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "DCOPF solved as optimal in 0.0132 seconds, converged after 9 iterations using solver ECOS.\n" + " solved as optimal in 0.0109 seconds, converged in 9 iterations with ECOS.\n" ] }, { @@ -567,11 +567,11 @@ "name": "stderr", "output_type": "stream", "text": [ - "Parsing input file \"/Users/jinningwang/Documents/work/ams/ams/cases/5bus/pjm5bus_demo.xlsx\"...\n", - "Input file parsed in 0.0365 seconds.\n", + "Parsing input file \"/Users/jinningwang/Documents/work/mambaforge/envs/amsre/lib/python3.9/site-packages/ams/cases/5bus/pjm5bus_demo.xlsx\"...\n", + "Input file parsed in 0.0422 seconds.\n", "Zero line rates detacted in rate_a, rate_b, rate_c, adjusted to 999.\n", "If expect a line outage, please set 'u' to 0.\n", - "System set up in 0.0022 seconds.\n" + "System set up in 0.0075 seconds.\n" ] } ], @@ -590,8 +590,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "Routine initialized in 0.0068 seconds.\n", - "DCOPF solved as optimal in 0.0089 seconds, converged after 9 iterations using solver ECOS.\n" + " initialized in 0.0068 seconds.\n", + " solved as optimal in 0.0126 seconds, converged in 9 iterations with ECOS.\n" ] }, { diff --git a/examples/verification/ams_dcopf_verification.ipynb b/examples/verification/ams_dcopf_verification.ipynb index 09e7432c..9b6c3d7f 100644 --- a/examples/verification/ams_dcopf_verification.ipynb +++ b/examples/verification/ams_dcopf_verification.ipynb @@ -41,8 +41,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Last run time: 2024-03-02 16:57:25\n", - "ams: 0.9.1\n" + "Last run time: 2024-03-06 20:34:01\n", + "ams: 0.9.3\n" ] } ],