diff --git a/.github/workflows/testing_main_dev.yml b/.github/workflows/testing_main_dev.yml
index 4fc18f2..aecbc25 100644
--- a/.github/workflows/testing_main_dev.yml
+++ b/.github/workflows/testing_main_dev.yml
@@ -1,4 +1,4 @@
-name: Automated testing and coverage (in protected branches)
+name: Automated testing and coverage
 
 
 on:
@@ -26,48 +26,11 @@ jobs:
       - name: Install dependencies
         run: |
           python -m pip install --upgrade pip
-          # Install specific setuptools version that reliably includes pkg_resources
-          python -m pip install --force-reinstall "setuptools>=65.0.0" wheel
-          # Verify pkg_resources is available
-          python -c "import pkg_resources; print(f'pkg_resources version: {pkg_resources.__version__}')" || echo "pkg_resources not available, continuing with alternatives"
-          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-          pip install pytest coverage
-          # Install the package in editable mode so modules are available
-          pip install -e .
-          # Install badge generation tools with fallbacks
-          pip install genbadge[coverage] || echo "genbadge installation failed"
-          pip install coverage-badge || echo "coverage-badge installation failed"
+          pip install poetry
+          poetry install --with dev
 
       - name: Run tests with coverage
         run: |
-          coverage run --source=pv_tool_logic -m pytest
-          coverage report -m
-          coverage json
-          if [ -f readme_images/coverage.svg ]; then rm readme_images/coverage.svg; fi
-          # Multiple fallback strategies for badge generation
-          {
-            genbadge coverage -o readme_images/coverage.svg && echo "Badge generated with genbadge"
-          } || {
-            coverage-badge -o readme_images/coverage.svg && echo "Badge generated with coverage-badge"  
-          } || {
-            python -m pv_tool_logic.utilities.generate_coverage_badge readme_images/coverage.svg && echo "Badge generated with module script"
-          } || {
-            python generate_coverage_badge.py readme_images/coverage.svg && echo "Badge generated with standalone script"
-          } || {
-            echo "All badge generation methods failed, skipping badge creation"
-          }
-
-      - name: Commit changes
-        run: |
-          git config --local user.email "action@github.com"
-          git config --local user.name "GitHub Actions"
-          git pull
-          git add .
-          if ! git diff --cached --quiet; then
-            git commit -m "Testing and coverage"
-            git push
-          else
-            echo "No changes to commit"
-          fi
-        env:
-          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
+          poetry run coverage run --source=pv_tool_logic -m pytest
+          poetry run coverage report -m
+          poetry run coverage json
\ No newline at end of file
diff --git a/.github/workflows/testing_pull_request.yml b/.github/workflows/testing_pull_request.yml
index 4905bb2..bc98704 100644
--- a/.github/workflows/testing_pull_request.yml
+++ b/.github/workflows/testing_pull_request.yml
@@ -1,32 +1,34 @@
-name: Automated testing and coverage (during pull request)
+name: Automated testing (during pull request)
 
 
 on:
   pull_request:
     branches: [ "dev" ]
-  workflow_dispatch:
-
 
 jobs:
   test:
     runs-on: ubuntu-latest
+
+    strategy:
+        matrix:
+            python-version: ['3.11', '3.12']
+
     steps:
       - name: Checkout code
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up Python
-        uses: actions/setup-python@v2
+        uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: ${{ matrix.python-version }}
 
       - name: Install dependencies
         run: |
-          python -m pip install --upgrade pip setuptools wheel
-          if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
-          pip install pytest coverage
-          pip install -e .
+          python -m pip install --upgrade pip
+          pip install poetry
+          poetry install --with dev
 
       - name: Run tests with coverage
         run: |
-          coverage run --source=pv_tool_logic -m pytest
-          coverage report -m
+          poetry run coverage run --source=pv_tool_logic -m pytest
+          poetry run coverage report -m
diff --git a/poetry.lock b/poetry.lock
index 98253fa..990bfdf 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,29 @@
-# This file is automatically @generated by Poetry 2.3.3 and should not be changed by hand.
+# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand.
+
+[[package]]
+name = "appscript"
+version = "1.4.0"
+description = "Control AppleScriptable applications from Python."
+optional = false
+python-versions = "*"
+groups = ["main"]
+markers = "platform_system == \"Darwin\""
+files = [
+    {file = "appscript-1.4.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:0306c09f55f799716fc2badd072b16538a797d2acbc3ea2adc55553293d18188"},
+    {file = "appscript-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:de0b644f1b86f05d7526e5621bd2fcf36f077fc90fd328e63ba12dd3e267eb9e"},
+    {file = "appscript-1.4.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:48d961f83be1de6aa9286d0cfae2060d3ded4302902873d34cd45ca2757c50b3"},
+    {file = "appscript-1.4.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:6ab3be221cf5e798fe1a1930b93c4b791c5cae4e5fd781cb9fb6e35fb7930274"},
+    {file = "appscript-1.4.0-cp312-cp312-macosx_10_13_universal2.whl", hash = "sha256:ddecaff061f829fcfe5b0452a272f9aa5ac1f61b3929fa18b6f0f100e8eaf306"},
+    {file = "appscript-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:8edab6b8def4862c9582e5d8f5f72c23a3749f2d059f80e4b5ae101a53805116"},
+    {file = "appscript-1.4.0-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:7710db497d279d819f487dea686866b56c6c1e557befef4631b78553c523334c"},
+    {file = "appscript-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:0396978b95e06c2cabba117cc172add1df188c51a1b80fc6648aad16890a84c8"},
+    {file = "appscript-1.4.0-cp314-cp314-macosx_10_13_universal2.whl", hash = "sha256:1a5747425d2a5732e2854cab0d0dc893ef077cabd7d57f7ec4caea2ac313e19f"},
+    {file = "appscript-1.4.0-cp314-cp314-macosx_10_13_x86_64.whl", hash = "sha256:5efce3302c00674b769b79938cc5f66f7791ef45c6419e850a5f1c8f9fcefcc1"},
+    {file = "appscript-1.4.0.tar.gz", hash = "sha256:b2c6fc770bf822ea45529c7084bc0ee340e67ab260016b01d28e0449ec8723be"},
+]
+
+[package.dependencies]
+lxml = ">=4.7.1"
 
 [[package]]
 name = "asttokens"
@@ -177,7 +202,7 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
+groups = ["main", "dev"]
 markers = "sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
@@ -291,6 +316,110 @@ mypy = ["bokeh", "contourpy[bokeh,docs]", "docutils-stubs", "mypy (==1.17.0)", "
 test = ["Pillow", "contourpy[test-no-images]", "matplotlib"]
 test-no-images = ["pytest", "pytest-cov", "pytest-rerunfailures", "pytest-xdist", "wurlitzer"]
 
+[[package]]
+name = "coverage"
+version = "7.15.2"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.10"
+groups = ["dev"]
+files = [
+    {file = "coverage-7.15.2-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:9b5bd92ff1ec22e535eab0de75fa6db021992791f461a2aceb7822c625a1187d"},
+    {file = "coverage-7.15.2-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:44826758cfe73fcd0e6af5deb4ba6d5417cc1d13df3acb35c93484a11160f846"},
+    {file = "coverage-7.15.2-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl", hash = "sha256:09f5c6ec5901f667bd97dd140b5b9a2586b10efec66f46fb1e6d8135f8b95bdf"},
+    {file = "coverage-7.15.2-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:1d16e3a7104ea84f03e614611b3edbf6fb6892554b3ab0fe7fbb3f2b2ef04376"},
+    {file = "coverage-7.15.2-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:d46e62cb35d91e6e2589fda6d28074426b0e276422b5d2ebef2c6b11dc60dbfd"},
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 [[package]]
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 version = "0.12.1"
@@ -459,7 +588,7 @@ version = "2.3.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
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 name = "matplotlib"
 version = "3.10.8"
@@ -1049,7 +1295,7 @@ version = "26.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
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@@ -1342,7 +1588,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
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@@ -1374,7 +1620,6 @@ description = "Cross-platform lib for process and system monitoring."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
-markers = "python_version == \"3.11\""
 files = [
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@@ -1437,7 +1682,7 @@ version = "2.20.0"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.20.0-py3-none-any.whl", hash = "sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176"},
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@@ -1463,14 +1708,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pytest"
-version = "9.0.2"
+version = "9.1.1"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.10"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
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+    {file = "pytest-9.1.1-py3-none-any.whl", hash = "sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c"},
+    {file = "pytest-9.1.1.tar.gz", hash = "sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313"},
 ]
 
 [package.dependencies]
@@ -1525,6 +1770,38 @@ files = [
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 ]
 
+[[package]]
+name = "pywin32"
+version = "312"
+description = "Python for Windows Extensions"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "platform_system == \"Windows\""
+files = [
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+    {file = "pywin32-312-cp39-cp39-win_amd64.whl", hash = "sha256:dc90147579a905b8635e1b0ec6514967dcb07e6e0d9c42f1477feef14cac23bb"},
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+]
+
 [[package]]
 name = "reportlab"
 version = "4.4.10"
@@ -1868,7 +2145,69 @@ files = [
     {file = "xlsxwriter-3.2.9.tar.gz", hash = "sha256:254b1c37a368c444eac6e2f867405cc9e461b0ed97a3233b2ac1e574efb4140c"},
 ]
 
+[[package]]
+name = "xlwings"
+version = "0.33.16"
+description = "Make Excel fly: Interact with Excel from Python and vice versa."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+appscript = {version = ">=1.0.1", markers = "platform_system == \"Darwin\""}
+psutil = {version = ">=2.0.0", markers = "platform_system == \"Darwin\""}
+pywin32 = {version = ">=224", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+all = ["black", "flask", "isort", "jinja2", "matplotlib", "mistune", "pandas", "pdfrw", "plotly", "pytest", "requests"]
+reports = ["jinja2", "mistune", "pdfrw"]
+vba-edit = ["watchgod"]
+
 [metadata]
 lock-version = "2.1"
-python-versions = "^3.11"
-content-hash = "f486d43ada1e23df14371b8f5a09f18eaba87f654a2b65ff05f608f63ef67e47"
+python-versions = ">=3.11,<3.13"
+content-hash = "063b3591aeb03c09e1d0dacb924ec9a1e2d782466abb7f8525f697c7ef8f1bc5"
diff --git a/pyproject.toml b/pyproject.toml
index 99c4adf..e49e46f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -48,3 +48,9 @@ ipywidgets = "^8.1.8"
 ipyfilechooser = "^0.6.0"
 ipython = "^9.12.0"
 pillow = "^12.1.1"
+
+[dependency-groups]
+dev = [
+    "pytest (>=9.1.1,<10.0.0)",
+    "coverage (>=7.15.2,<8.0.0)"
+]