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This should be run on the @@ -197,6 +197,34 @@ modulation over a cycle for the baseline model. #+RESULTS: [[file:./.ob-jupyter/888e4e87b2f952b2d1866055b087a2d0bfe38ed0.svg]] +*** pV Diagrams +Let's attempt to draw the p_v diagrams :). + +#+begin_src jupyter-python + ot.plot_modulation_interaction_diagram(baseline, 2, 0) + fs.export_fig("baseline_interaction_vs_modulation_cold", x_scaling=1, y_scaling=1) +#+end_src + +#+RESULTS: +[[file:./.ob-jupyter/27da068970de38194036b1f678174b509c170257.svg]] + + +#+begin_src jupyter-python + ot.plot_modulation_interaction_diagram(baseline, 2, 1) + fs.export_fig("baseline_interaction_vs_modulation_hot", x_scaling=1, y_scaling=1) +#+end_src + +#+RESULTS: +[[file:./.ob-jupyter/30efb428dc7637437e0209b59d20a2ad42b1e507.svg]] + +#+begin_src jupyter-python + ot.plot_modulation_system_diagram(baseline, 2) + fs.export_fig("baseline_system_vs_modulation", x_scaling=1, y_scaling=1) +#+end_src + +#+RESULTS: +[[file:./.ob-jupyter/cead0c43d194623b38459a1c9feddf3a9dd05970.svg]] + *** Shifted Models Let us print the power output (relative to the baseline = unshifted model) and efficiency. #+begin_src jupyter-python @@ -620,156 +648,16 @@ The last section gave me the hunch, that only this shift matters. #+end_src #+begin_src jupyter-python :tangle tangle/only_cold.py - ot.integrate_online_multi(cold_models, 1, increment=1, analyze_kwargs=dict(every=10_000)) -#+end_src - -#+begin_src jupyter-julia - aux.import_results(other_data_path="taurus/.data", other_results_path="taurus/results", models_to_import=cold_models) + #ot.integrate_online_multi(cold_models, 1, increment=1, analyze_kwargs=dict(every=10_000)) +#+end_src + +#+RESULTS: + +#+begin_src jupyter-julia + #aux.import_results(other_data_path="taurus/.data", other_results_path="taurus/results", models_to_import=cold_models) #+end_src #+RESULTS: -#+begin_example - [INFO root 18669] Skipping 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3818bc0e971ff867e05708b90a6f44488caaa383f3ed286205757d358a08ef58. - [INFO root 18669] Skipping 5547498a828a507d2023ae3f30e478dc3d05fdce0d5f085157b074ade8dbc6c8. - [INFO root 18669] Skipping b666793171ffe0a006adb1e5c7adae7bb02136a455e1b8e46e41b03773993e1a. - [INFO root 18669] Not importing ce0913ebbcdbe3adfd693b9cad66c06c43a943272068f46ca1b8e12fd4581119. - [INFO root 18669] Not importing fb5094e0693ce460ba63d2374e8c5f7852dbdfd4487a0ea393a3088bfd3c4117. - [INFO root 18669] Not importing 84ce4409ca0d9e6fce328c2bdb0fe931cef2ad6b76311488d58fc74029b04bb7. - [INFO root 18669] Not importing 2f2c1b910ad4e7a706dd2b2b1ced68375356c69964c57b256818558dd067d008. - [INFO root 18669] Not importing 26ee5023b7589d901c41037537bdab89154b395927af2a3ed6bf8c472d7625c4. - [INFO root 18669] Not importing 5d118bc5b64eb105ed45c825742f9241f81efa681dc7f6095b7d27ab6b96c284. - [INFO root 18669] Not importing 7c7fed9fd4ff2ecfeb9a1013c58e3a402deb966068f7a2e97aa55f1008088731. - [INFO root 18669] Not importing 84ff43949573f3b0abed26950782793b605a85dee7df40b86963ecc5873bf747. - [INFO root 18669] Not importing 36a2ffb10a838af7fb97670a69866c682282a058d20913f37c98043351bb83a2. - [INFO root 18669] Skipping e87e6ed047bb6e2b589374542556d6f22b9cfe04939db4c657fbd76bd1305394. - [INFO root 18669] Skipping 3031942ac59f6098d27f4312de139565543dfa97f5aed457dfb0d80cefc41c9b. - [INFO root 18669] Skipping 0079a4c20543824a40a98912580968424e9cf182634960ff37973c3b01d65433. - [INFO root 18669] Skipping f72a3b93aca01363f1029255be581618eed90fa6b607e96f98178d336e3506ff. - [WARNING root 18669] Importing taurus/.data/a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f/_b/a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_b5106778b26241a26c10be1488e24172_1.h5 to .data/a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f/_b/a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_b5106778b26241a26c10be1488e24172_1.h5. - [WARNING root 18669] The model description is 'Classic Cycle'. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_10000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_50000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_20000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_30000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_80000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_40000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_70000.npz. - [WARNING root 18669] Importing taurus/results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/flow_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_60000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_40000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_10000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_60000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_30000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_70000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_80000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_20000.npz. - [WARNING root 18669] Importing taurus/results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_50000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_60000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_70000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_30000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_80000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_40000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_20000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_10000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/interaction_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_50000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_40000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_60000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_50000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_10000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_20000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_80000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_70000.npz. - [WARNING root 18669] Importing taurus/results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_30000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_60000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_50000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_20000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_30000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_40000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_10000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_70000.npz. - [WARNING root 18669] Importing taurus/results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f.npz to results/system_power_a86b8a23ecd962904a2008808f85b00b9c337e36dc6bebe3b806343510f0ec7f_80000.npz. - [WARNING root 18669] Importing taurus/.data/ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454/_5/ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_57ce0945dd8dfa165278d59ed17b5666_1.h5 to .data/ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454/_5/ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_57ce0945dd8dfa165278d59ed17b5666_1.h5. - [WARNING root 18669] The model description is 'Classic Cycle'. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_30000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_70000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_20000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_40000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_50000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_10000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_80000.npz. - [WARNING root 18669] Importing taurus/results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/flow_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_60000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_30000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_70000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_40000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_10000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_20000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_50000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_60000.npz. - [WARNING root 18669] Importing taurus/results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_80000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_10000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_30000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_70000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_20000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_60000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_40000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_50000.npz. - [WARNING root 18669] Importing taurus/results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/interaction_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_80000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_80000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_30000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_10000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_70000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_40000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_60000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_20000.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz. - [WARNING root 18669] Importing taurus/results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_50000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_30000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_20000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_70000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_50000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_40000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_60000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_80000.npz. - [WARNING root 18669] Importing taurus/results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454.npz to results/system_power_ca94f36cbacd1b29d6e4f3cf384624ef0f4930ef3b0f12b09179efb17e327454_10000.npz. -#+end_example *** Cycle showcase #+begin_src jupyter-python :tangle no @@ -789,7 +677,7 @@ The last section gave me the hunch, that only this shift matters. #+end_src #+RESULTS: -[[file:./.ob-jupyter/452910da5da1d556764e6b6d81e8c15cd2ce5a67.svg]] +[[file:./.ob-jupyter/19a348fee767b34e589077f332bc113e9efef74c.svg]] #+begin_src jupyter-python @@ -814,10 +702,10 @@ The last section gave me the hunch, that only this shift matters. #+RESULTS: :RESULTS: | 0.0 | 60.0 | -[[file:./.ob-jupyter/3a99f0725ec23cdfff1c58405c0167881a0648d8.svg]] +[[file:./.ob-jupyter/d36dfec555f80de19d19f897d2126c0085360846.svg]] :END: -*** Anaysis +*** Analysis Let's contrast all three protocols. #+begin_src jupyter-python fig, (ax2, ax1, ax3) = plt.subplots(nrows=1, ncols=3) @@ -848,6 +736,45 @@ And do it again, but in a more convenient format. #+RESULTS: [[file:./.ob-jupyter/31768eb7041b22ce745ca08564de4479c81b662b.svg]] +#+begin_src jupyter-python + best_cold_shift = shifts[np.argmax([-model.power(steady_idx=2).value for model in cold_models])] + best_cold_model = sc.make_model(best_cold_shift, best_cold_shift, switch_t=6., only_cold=True) + best_cold_shift +#+end_src + +#+RESULTS: +: 0.18 + +**** pV Diagrams +Let's attempt to draw the p_v diagrams :). + +#+begin_src jupyter-python + ot.plot_modulation_interaction_diagram(best_cold_model, 2, 0) + fs.export_fig("best_model_interaction_vs_modulation_cold", x_scaling=1, y_scaling=1) +#+end_src + +#+RESULTS: +[[file:./.ob-jupyter/fc76cd1eb3fb9be9361876a8d165846c7ceeeb50.svg]] + + +#+begin_src jupyter-python + ot.plot_modulation_interaction_diagram(best_cold_model, 2, 1) + fs.export_fig("best_model_interaction_vs_modulation_hot", x_scaling=1, y_scaling=1) +#+end_src + +#+RESULTS: +[[file:./.ob-jupyter/96c12868425649b4c7d4bcb6a01397bb21700596.svg]] + +#+begin_src jupyter-python + ot.plot_modulation_system_diagram(best_cold_model, 2) + fs.export_fig("best_model_system_vs_modulation", x_scaling=1, y_scaling=1) +#+end_src + +#+RESULTS: +[[file:./.ob-jupyter/6263be35ebb899e9c8ca2cc66662efc5f175c9d0.svg]] + + + * Findings - coupling overlap doesn't help much diff --git a/python/otto_motor/subprojects/cycle_shift/figures/baseline_interaction_vs_modulation_cold.pdf b/python/otto_motor/subprojects/cycle_shift/figures/baseline_interaction_vs_modulation_cold.pdf new file mode 100644 index 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index 2e05fb0..4ddf105 100644 Binary files a/python/otto_motor/subprojects/cycle_shift/figures/cycle_shift_shifts.pdf and b/python/otto_motor/subprojects/cycle_shift/figures/cycle_shift_shifts.pdf differ diff --git a/python/otto_motor/subprojects/cycle_shift/figures/cycle_shift_shifts.pickle b/python/otto_motor/subprojects/cycle_shift/figures/cycle_shift_shifts.pickle index d7d522b..be36a5a 100644 Binary files a/python/otto_motor/subprojects/cycle_shift/figures/cycle_shift_shifts.pickle and b/python/otto_motor/subprojects/cycle_shift/figures/cycle_shift_shifts.pickle differ diff --git a/python/otto_motor/subprojects/cycle_shift/tangle/cycle_shift.py b/python/otto_motor/subprojects/cycle_shift/tangle/cycle_shift.py index 9b964af..2bf361a 100644 --- a/python/otto_motor/subprojects/cycle_shift/tangle/cycle_shift.py +++ b/python/otto_motor/subprojects/cycle_shift/tangle/cycle_shift.py @@ -67,6 +67,15 @@ fs.export_fig("state_evolution", y_scaling=.7) ot.plot_steady_energy_changes([baseline], 2, label_fn=lambda _: "") fs.export_fig("prototype_energy_change", y_scaling=.7) +ot.plot_modulation_interaction_diagram(baseline, 2, 0) +fs.export_fig("baseline_interaction_vs_modulation_cold", x_scaling=1, y_scaling=1) + +ot.plot_modulation_interaction_diagram(baseline, 2, 1) +fs.export_fig("baseline_interaction_vs_modulation_hot", x_scaling=1, y_scaling=1) + +ot.plot_modulation_system_diagram(baseline, 2) +fs.export_fig("baseline_system_vs_modulation", x_scaling=1, y_scaling=1) + for model in models: print(model.power(steady_idx=2).value / baseline.power(steady_idx=2).value, model.efficiency(steady_idx=2).value) @@ -290,7 +299,7 @@ plt.xlabel(r"$\tau$") plt.ylabel(r"$-\Delta \langle{H_{\mathrm{B},c}}\rangle/\Delta \langle{H_{\mathrm{B},h}}\rangle$") fs.export_fig("hot_vs_cold_bath", y_scaling=.7) -aux.import_results(other_data_path="taurus/.data", other_results_path="taurus/results", models_to_import=cold_models) +#aux.import_results(other_data_path="taurus/.data", other_results_path="taurus/results", models_to_import=cold_models) from itertools import cycle lines = ["--","-.",":", "-"] @@ -328,6 +337,19 @@ fs.export_fig("cycle_shift_power_efficiency_longer_vs_only_cold", y_scaling=.7, ot.plot_multi_powers_and_efficiencies(shifts, [models, long_models, cold_models], ["shifted", "shifted + slower modulation", "slower + only cold shifted"], xlabel=r"Shift $\delta$") fs.export_fig("shift_comparison", y_scaling=1, x_scaling=2) +best_cold_shift = shifts[np.argmax([-model.power(steady_idx=2).value for model in cold_models])] +best_cold_model = sc.make_model(best_cold_shift, best_cold_shift, switch_t=6., only_cold=True) +best_cold_shift + +ot.plot_modulation_interaction_diagram(best_cold_model, 2, 0) +fs.export_fig("best_model_interaction_vs_modulation_cold", x_scaling=1, y_scaling=1) + +ot.plot_modulation_interaction_diagram(best_cold_model, 2, 1) +fs.export_fig("best_model_interaction_vs_modulation_hot", x_scaling=1, y_scaling=1) + +ot.plot_modulation_system_diagram(best_cold_model, 2) +fs.export_fig("best_model_system_vs_modulation", x_scaling=1, y_scaling=1) + aux.import_results(other_data_path="taurus/.data_oa", other_results_path="taurus/results") for (i, model), weight in zip(enumerate(off_ax_models), weights): diff --git a/python/otto_motor/subprojects/cycle_shift/tangle/only_cold.py b/python/otto_motor/subprojects/cycle_shift/tangle/only_cold.py index dbc98e4..079f02d 100644 --- a/python/otto_motor/subprojects/cycle_shift/tangle/only_cold.py +++ b/python/otto_motor/subprojects/cycle_shift/tangle/only_cold.py @@ -22,4 +22,4 @@ logging_setup(logging.INFO) shifts = sc.make_shifts(extra_r=4) cold_models = [sc.make_model(shift, shift, switch_t=6., only_cold=True) for shift in shifts] -ot.integrate_online_multi(cold_models, 1, increment=1, analyze_kwargs=dict(every=10_000)) +#ot.integrate_online_multi(cold_models, 1, increment=1, analyze_kwargs=dict(every=10_000))