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Enable sensitivity analysis #372

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m-bossart wants to merge 78 commits intomainNREL-Sienna/PowerSimulationsDynamics.jl:mainfrom

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Commits

Commits on Mar 29, 2024

• pass parameters (tests pass)

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Commits on Mar 30, 2024

• Merge branch 'main' into mb/differentiable

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• make compatible with delay changes

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Commits on Apr 11, 2024

• simulation flow upgrades (re-use inputs and initial conditions)

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Commits on Apr 16, 2024

• fix (simplify) simulation inputs flow

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Commits on Apr 17, 2024

• append type to parameters of DynamicComponents

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Commits on Apr 24, 2024

• sensitivity api (work in progress)

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Commits on Apr 30, 2024

• remove refs, handling user input, add docs

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• format

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Commits on May 1, 2024

• add back refs for static and loads

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Commits on May 2, 2024

• add additional input in sensitivity api

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• loosen tolerance on optimization result

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Commits on May 4, 2024

• reduce tolerance on sensitivity test

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Commits on May 30, 2024

• not complete; start clean to revert some changes

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• remove enable_sensitivity (passes test_case_OMIB)

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• remove refs from dyn wrapper; add reactive_power field (OMIB passes)

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• remove refs from StaticWrapper (test_case_OMIB passes)

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• handle refs for staticloadwrapper

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Commits on May 31, 2024

• remove p_range formulation; pass dyn branch test (convert additional models)

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• remove CRC.@ignore_derivatives

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Commits on Jun 5, 2024

• enzyme working without any initialization

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• add static_device to wrapper

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Commits on Jun 7, 2024

• 4 tests passing

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Commits on Jun 11, 2024

• specify in place

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  3d6e18e

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• re-init working for OMIB case (H)

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• make wrappers mutable

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Commits on Jun 24, 2024

• parameters that require reinitialization

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• add simple test in Optimization problem

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• add degov; extend senseitivity to delays (incomplete, test still fails)

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• loosen enzyme loading requirements

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• update enzyme (one bad release)

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• passes test_base and test_enzyme

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Commits on Jun 25, 2024

• update rev

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• changes and convert models to pass surrogate tests

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Commits on Jun 27, 2024

• revert change

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Commits on Jun 30, 2024

• remove td as parameter for degov

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• loosen dispatch for common controls (for sensitivity compatibility)

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• add avrs and tgs

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• add gensal gensae

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Commits on Jul 1, 2024

• more models (still debugging tests)

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Commits on Jul 2, 2024

• more models; passes through test45 (except gast)

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• small fix in pss

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• use NLsolve (wrapped)

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• sensitivity tests pass (no delays)

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Commits on Jul 3, 2024

• typo

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• don't index parameter component array by symbol in cb

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Commits on Jul 10, 2024

• more model conversions

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  9acd155

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• loosen types on common controls

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• add unique_timestamps

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Commits on Jul 11, 2024

• add back Zygote option with simple test

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Commits on Jul 14, 2024

• remove single state restriction

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Commits on Jul 16, 2024

• allow for voltage of bus in addition to device state

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• extend tests for multiple states

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• add option for All parameters at once

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Commits on Jul 17, 2024

• add SciMLSensitivity and sensealg for nl problem

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Commits on Jul 18, 2024

• remove sneaky closures in init

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• don't do full system nl solve

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• add test for 9 bus and change values due to removing full system init

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• add test that should pass with new cb api

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• test actual forward values

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Commits on Jul 19, 2024

• take cb as input; fix bug from callbacks in problem with custom Enzyme rule

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Commits on Jul 21, 2024

• option for reinitializing system

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• add DuplicatedNoNeed dispatch

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Commits on Jul 22, 2024

• add get_parameter_labels

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• change api to take perturbations directly

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• restore tests (pases without dev PowerSystems)

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Commits on Aug 7, 2024

• pass p to loss function

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• add option to force device_level

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Commits on Aug 10, 2024

• add dde tests

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Commits on Aug 12, 2024

• add functions for _get_refs to overload for surrogates

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Commits on Aug 14, 2024

• generalize get_setpoints

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Commits on Aug 27, 2024

• workarounds for ml surrogates

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Commits on Sep 2, 2024

• aux input to f_loss

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Commits on Sep 4, 2024

• convert some @errors to @warns

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Commits on Sep 5, 2024

• parameter typo

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Commits on Sep 8, 2024

• allow for passing parameter labels directly

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Commits on Sep 23, 2024

• Merge branch 'main' into mb/differentiable

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• fix Project.toml

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