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Paper Citation Record · LEDGER

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach

As of 23 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 1 inbound Pith citation observation for arXiv:2506.06687.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.06687 v2

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T06:00:46.439027Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:37:08.374762Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T22:37:12.098925Z

Reference resolution

52 of 52 outbound references displayed

  • verified exact1
  • verified fuzzy47
  • unresolved4
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bc9d0e16-52e9-4244-be39-91bf734fe09f · outbound

This paper cites Future changes in fire weather, spring droughts, and false springs across US National Forests and Grasslands,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Future changes in fire weather, spring droughts, and false springs across US National Forests and Grasslands,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.473637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.155938Z digest=sha256:6d5b68a5783baac6376d5df53ff85665177d5c56b576ffef8b42f9ae87c47d53

Observation b25c3402-8a12-4dbe-a705-ffc969a56412 · outbound

This paper cites Fire ignition data,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Fire ignition data,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:46.165395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:46.165395Z digest=sha256:a705eeb4dc5addfd66eabb03ec9086f5c44454d3fc5a3f45f55ea0e5690125ef

Observation bfde1199-5c11-48af-ab5f-9fc9a363d907 · outbound

This paper cites Twenty-first century California, USA, wildfires: Fuel-dominated vs. Wind-dominated fires,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Twenty-first century California, USA, wildfires: Fuel-dominated vs. Wind-dominated fires,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.443704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.171529Z digest=sha256:48f9991b226cde0153d9d242b368a5e49481f90d5143820f7c6629944bf283b2

Observation fa3aa1a6-ecaa-484d-94e8-93a66c58336b · outbound

This paper cites Location, timing and extent of wildfire vary by cause of ignition,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Location, timing and extent of wildfire vary by cause of ignition,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.428670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.176761Z digest=sha256:92cdfa07addbb8a9030338bc7d39b7a8592810f8b35f8a05d3f3d8deacb2f320

Observation 1698709c-671e-4c83-9a8f-b56f7d86099f · outbound

This paper cites Learn about Public Safety Power Shutofffs,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Learn about Public Safety Power Shutofffs,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.413961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.182148Z digest=sha256:38bb55996209c2411717f8622146ddc2a753c9e7248c1ce0c59438c17499968c

Observation c819f90b-1cd0-4ff8-a5b2-3b1a95943d94 · outbound

This paper cites California power shutoffs: Deficiencies in data and reporting,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach California power shutoffs: Deficiencies in data and reporting,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.399688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.188399Z digest=sha256:d4253f6c064f7d2d4321dd90aa79bc9ddf488f4c9bca1fa36797dd22851b2125

Observation fd997a40-eacf-4f74-a838-03b933b8d371 · outbound

This paper cites Support for public safety power shutoffs in California: Wildfire-related perceived exposure and negative outcomes, prior and current health, risk appraisal and worry,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Support for public safety power shutoffs in California: Wildfire-related perceived exposure and negative outcomes, prior and current health, risk appraisal and worry,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.380520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.193461Z digest=sha256:f4308ea1272d4eadbde74bb3a92f1123c7812dcf59872952594772660fde2bad

Observation 90bb9a91-f334-42dd-8275-c7e181030b94 · outbound

This paper cites 10,000-Mile Undergrounding Program,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach 10,000-Mile Undergrounding Program,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.359241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.198694Z digest=sha256:92b35e883fd2df75d0994dbb90e8252b71542f5bb2104aabb032d448fb3712be

Observation 0c6041e3-250b-42cc-9c63-6a16d89c9679 · outbound

This paper cites Hardening the electric system,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Hardening the electric system,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.324235Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.203238Z digest=sha256:1ee8e496a0be04cfbebf295610b52fbc1931ad2a740ca8978e6a5a19370eea8a

Observation 1c2e6ad2-be74-4f35-b925-f2482d7e4435 · outbound

This paper cites 2025 Wildfire Mitigation Plan Update,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach 2025 Wildfire Mitigation Plan Update,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.307944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.209399Z digest=sha256:54a5daedb6ad65f1e0109fe564ae2672ac780f962940f224e5fdd59f3eb1304a

Observation c6d65f49-cc0e-47b1-9088-96b101df1c00 · outbound

This paper cites Covered Conductor — Everything You Need To Know (Compendium),.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Covered Conductor — Everything You Need To Know (Compendium),

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.291935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.215288Z digest=sha256:8e0d032245876a22c906fffacf10b329a199e71ef4401bdd6fa3f8bcdfb08154

Observation ff24f5e4-0611-4118-8e5b-94ef2c20b587 · outbound

This paper cites PG&E scraps tree-trimming program once seen as key to fire prevention,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach PG&E scraps tree-trimming program once seen as key to fire prevention,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.274354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.222358Z digest=sha256:cda5cd961f28633d207e6cf7c92461a5aaf3d92aa0ce018cee1023ac6f609ba1

Observation 76601158-7dcb-498c-8d87-1086045f5759 · outbound

This paper cites Undergrounding a safer, stronger and more affordable energy future,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Undergrounding a safer, stronger and more affordable energy future,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.256680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.226944Z digest=sha256:32623604be6967bdba14b41e7e86e785a7d3f84cd7ab2ed713ae6df999188d5c

Observation b45b80a0-9bd7-4e3d-8ed7-c29a1815f6c1 · outbound

This paper cites Out of sight, out of mind: An updated study on the undergrounding of overhead power lines,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Out of sight, out of mind: An updated study on the undergrounding of overhead power lines,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.236633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.231238Z digest=sha256:e5cc99e6ee62b745e8a2d8d3cac4adef8c54f37dd9d748fefcd71b3ce4940166

Observation c5b61b50-2cb8-472c-bc51-ec2ee7f9e1c2 · outbound

This paper cites Resilient by design: Preventing wildfires and blackouts with micro- grids,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Resilient by design: Preventing wildfires and blackouts with micro- grids,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.216373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.236333Z digest=sha256:878664207191fe1cb0651780b09fdebd34f200f1bb32c54edaed43a4f9758041

Observation c79a7a32-0cbc-4120-8cae-7ef0c544cf35 · outbound

This paper cites PG&E’s plan to bury power lines and prevent wildfires faces opposition because of high rates,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach PG&E’s plan to bury power lines and prevent wildfires faces opposition because of high rates,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.196827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.241520Z digest=sha256:092c81c734405b9cdc43b700ea095cdfa860b452d3d1be7a316824e27904b085

Observation 5c1f111d-8a84-49bb-b37a-8e5700c69426 · outbound

This paper cites Battery energy storage system size determination in renewable energy systems: A review,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Battery energy storage system size determination in renewable energy systems: A review,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.182373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.246064Z digest=sha256:cc1349b1fa669ba7f798be17ee2d1f23765eb9e14d28b426e5b958aee85c0668

Observation 4ab4fd9a-03f6-43de-8d4c-ecfd94be21bb · outbound

This paper cites Transmission-scale battery energy storage systems: A systematic literature review,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Transmission-scale battery energy storage systems: A systematic literature review,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.165217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.250844Z digest=sha256:af70b83773e2c1cd93199e58032b7c3b59dd894e311c8fc8a0d3c65662843ce6

Observation 968f4dc6-ba55-4274-a9cf-4901e2c53f86 · outbound

This paper cites PG&E, Energy Vault plan largest US utility-scale battery, green hydrogen long-duration storage project,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach PG&E, Energy Vault plan largest US utility-scale battery, green hydrogen long-duration storage project,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.147776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.255363Z digest=sha256:70b924dea3c4d8326ccd7f7a56eec0b3fffb49e8bd202515892f16043e92a52e

Observation 2a5e4609-51ad-4209-b31e-45374daf81ad · outbound

This paper cites CAISO: 1GW dispatch during July wildfire a ‘fabulous moment’ for battery storage amidst 12-fold growth,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach CAISO: 1GW dispatch during July wildfire a ‘fabulous moment’ for battery storage amidst 12-fold growth,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.130405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.260473Z digest=sha256:8410b1c9597804639868285fb651f667f98f22212c8e9cbdc21c3685a9ddf6b6

Observation 1c96d179-167b-40fd-87a0-45441e4ca97d · outbound

This paper cites Influence of battery energy storage systems on transmission grid operation with a significant share of variable renewable energy sources,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Influence of battery energy storage systems on transmission grid operation with a significant share of variable renewable energy sources,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.114677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.265277Z digest=sha256:f8bc0b9e74aac7f6520167110d151d97b68a34f559f325aa36c9d2f1d2b0ca34

Observation 4526620e-5e32-4e3c-af36-5d9dd0ff7f83 · outbound

This paper cites Unbalanced distribution system expansion and energy storage planning under wildfire risk,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Unbalanced distribution system expansion and energy storage planning under wildfire risk,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.099247Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.270290Z digest=sha256:f1b5c601eab5725e2ca1592f126161e2f1435d032cbfe66759218b74991cfbd2

Observation 417c7944-5f22-4f65-870d-19ea29291343 · outbound

This paper cites Optimizing transmission infrastructure investments to support line de-energization for mitigating wildfire ignition risk,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Optimizing transmission infrastructure investments to support line de-energization for mitigating wildfire ignition risk,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.077784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.275747Z digest=sha256:1f945f08eb6b3fa2250e9303656eeb09f411563f9649c65991852b909cb1fbc4

Observation 75f3273d-0866-44b8-a2df-a52019b34e0d · outbound

This paper cites Long duration battery sizing, siting, and operation under wildfire risk using progressive hedging,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Long duration battery sizing, siting, and operation under wildfire risk using progressive hedging,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.061540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.282308Z digest=sha256:022cac86940fa10cefdaac07f14d5ba5536d483359ade42b0ccc612ab7576fd3

Observation 0c427a27-00e3-4bcb-b164-50ce11a30b7c · outbound

This paper cites Partitioning methods for solving mixed variables program- ming problems,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Partitioning methods for solving mixed variables program- ming problems,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.043808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.289810Z digest=sha256:e35f7489fe41f51e3e66e3e6f44704e37267091d421ed36630725a17af7a7b3f

Observation 778b8879-785c-4c22-85d0-ef08caa8aeb1 · outbound

This paper cites an unresolved cited work.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T06:00:47.018592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.297563Z digest=sha256:22feb10bfdec1ab6aff6631737a5912be0fe9602021202c4c505beff7c3fc562

Observation 5f9ec1fa-2dc2-47dd-9ddc-23f317c7f474 · outbound

This paper cites The Benders decomposition algorithm: A literature review,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach The Benders decomposition algorithm: A literature review,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:47.002858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.304579Z digest=sha256:626e1aadbe2a65a121a8508746996efe874c9bdebcd79024ab8c57251610fc0d

Observation ee58e64a-95c7-4579-a068-389b96a4dc70 · outbound

This paper cites Optimal planning of dis- tributed energy storage systems in active distribution networks em- bedding grid reconfiguration,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Optimal planning of dis- tributed energy storage systems in active distribution networks em- bedding grid reconfiguration,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.987777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.310916Z digest=sha256:5b3401b404879447c8d72bc64c3008dca2441ade3b8048cb1886bf52cc8a7425

Observation c80f4b8a-f224-4dab-96c3-675205111fe8 · outbound

This paper cites Resiliency-oriented planning of transmission systems and distributed energy resources,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Resiliency-oriented planning of transmission systems and distributed energy resources,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.971331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.315390Z digest=sha256:b5de7217b78f757ff40a3be36f14b66214d6b2fd39f6cc9ce2b5ed5e5b0799a3

Observation 101fdffc-e1d2-49e3-9242-3d0a6b84cf8a · outbound

This paper cites Expansion planning of active distribution networks achieving their dispatchability via energy storage systems,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Expansion planning of active distribution networks achieving their dispatchability via energy storage systems,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.956448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.321447Z digest=sha256:87c5b01d58ef81a52e6a8747dc5c0963ddac8feb03ee64e3bde7343ce755dee1

Observation 39de4857-d223-4339-90ad-491c90637ee4 · outbound

This paper cites Optimal co-planning of ESSs and line reinforcement considering the dispatchability of active distribution networks,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Optimal co-planning of ESSs and line reinforcement considering the dispatchability of active distribution networks,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.940770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.327435Z digest=sha256:0b1faa62bc61fc93a5a66059299a06b409e06a97b409402ccd80b4f263606360

Observation 0ee4e264-200d-4bdf-be7c-1ff053e67d48 · outbound

This paper cites California test system (CATS): A geographically accurate test system based on the California grid,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach California test system (CATS): A geographically accurate test system based on the California grid,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.923548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.333316Z digest=sha256:acfd9969b132c6cc3897948a035b447bcd7a7b11a7c4e5e0cd535889a2f0cb92

Observation 07e84a2c-670f-4722-93e5-9588d4816290 · outbound

This paper cites Quantifying metrics for wildfire ignition risk from geographic data in power shutoff decision-making,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Quantifying metrics for wildfire ignition risk from geographic data in power shutoff decision-making,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.905864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.339013Z digest=sha256:8171fe5fb13c9aea594e47a56fccc5a2f4a3545719728692023bae8c96ee02ed

Observation 234aff64-55fb-4197-b034-b509a86455b1 · outbound

This paper cites Wildland Fire Potential Index,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Wildland Fire Potential Index,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.879516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.344569Z digest=sha256:8798782fb6e25fbd4f2dcd31ead5a8d0277a0425e02c39e9ff9c002e785700b9

Observation 13ca6c63-aac2-44ac-b236-29a5adb52337 · outbound

This paper cites Dispatching stochastic heterogeneous resources accounting for grid and battery losses,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Dispatching stochastic heterogeneous resources accounting for grid and battery losses,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.840234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.354081Z digest=sha256:d8187dfb604e15b6f513a6dee28cd13848ffd5781f0b05a85817121d823b6241

Observation c5e41d34-f1e5-4f05-be57-28606292876b · outbound

This paper cites Coordinated day-ahead dis- patch of multiple power distribution grids hosting stochastic resources: An ADMM-based framework,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Coordinated day-ahead dis- patch of multiple power distribution grids hosting stochastic resources: An ADMM-based framework,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.815197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.358535Z digest=sha256:763743b660042225d45648ce1b778eb837e67522b9d312ca3190ac3dac102d42

Observation ff72f44d-e847-4bb0-9abc-7489b459d543 · outbound

This paper cites Solving multiperiod OPF problems using an AC-QP algorithm initialized with an SOCP relaxation,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Solving multiperiod OPF problems using an AC-QP algorithm initialized with an SOCP relaxation,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.795728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.362921Z digest=sha256:7cec9cf86b7d393ffd4c78eadbc3ccd6a1b5594464515195b41bc6d3c945c832

Observation ef4a42ca-d382-40a7-9597-653b00f9be53 · outbound

This paper cites Linear battery models for power systems analysis,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Linear battery models for power systems analysis,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.776095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.367204Z digest=sha256:2f943d45b7c8ad9c11de7cc71d26adf9d65c2fa821d64f4a7b13ffb346fa77b5

Observation 56feb8d3-9ecf-457a-afb3-fd27ebb51713 · outbound

This paper cites Equitably allocating wildfire resilience investments for power grids – The curse of aggregation and vulnerability indices,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Equitably allocating wildfire resilience investments for power grids – The curse of aggregation and vulnerability indices,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.752931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.371867Z digest=sha256:b745b899027d91377812f375bc687eefed157548bcac0aa8f7a4212be96cc16a

Observation 39aa63dd-0c96-45c1-832d-153dfef38977 · outbound

This paper cites Value of lost load: An efficient economic indicator for power supply security? A literature review,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Value of lost load: An efficient economic indicator for power supply security? A literature review,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.731854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.376581Z digest=sha256:13aacade60fa75468c36bc61992b29f76ba394fbde38c61933827466cf67ed1a

Observation e9cda9ff-14c6-4714-8525-8bcc3d33b21a · outbound

This paper cites CPUC under- grounding programs description,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach CPUC under- grounding programs description,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.709803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.382644Z digest=sha256:fd245020102a43edd5fe55f8ff2db5f277288b9dcb4a9c668721f9cf56512500

Observation e42760a6-c932-4fc3-9210-da0568e29700 · outbound

This paper cites 2022 grid energy storage technology cost and performance assessment,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach 2022 grid energy storage technology cost and performance assessment,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.687665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.387181Z digest=sha256:63fc4ad435a480cb7d1c4426ef1cd848802a474caf6c8a8e97951edaf5700f00

Observation f3459cfc-01e8-44c7-9bf6-a83e89a4ee5f · outbound

This paper cites Overview of current development in electrical energy storage technologies and the application potential in power system operation,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Overview of current development in electrical energy storage technologies and the application potential in power system operation,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.666623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.391867Z digest=sha256:48a01814c42a3dc0224b69480c055072c569542036a3e0afd273f6fd4dc449ee

Observation fa9db9a4-76bd-4f0c-ab0c-620f83d0be02 · outbound

This paper cites What drives capacity degradation in utility- scale battery energy storage systems? The impact of operating strategy and temperature in different grid applications,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach What drives capacity degradation in utility- scale battery energy storage systems? The impact of operating strategy and temperature in different grid applications,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.646482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.398678Z digest=sha256:3a52f09ab0dfd5ffd45f50a90442bc270ffd933254c312eef227c347c6ce380b

Observation 7f168b94-a692-4ca8-a5b5-aff8f59eda8a · outbound

This paper cites Overhead vs. underground: Information about burying high-voltage transmission lines,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Overhead vs. underground: Information about burying high-voltage transmission lines,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.626929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.404215Z digest=sha256:bb0b45b9221c4de5fab661dacbab7727e3b0c6422936c4a5d346a322b406ddf9

Observation 3f23d52e-d4dd-4dd9-bbe7-f198e37fad00 · outbound

This paper cites Gurobi Optimizer Reference Manual,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Gurobi Optimizer Reference Manual,

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:46.409339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:46.409339Z digest=sha256:d5e9651925ce8239c70bc1cd72404f3f77d77d27088057284f35e3eabb0bcaa8

Observation 5bea7d06-02a3-493b-8739-b29a33d13280 · outbound

This paper cites [Online].

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach [Online]

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.582256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.421497Z digest=sha256:19666f43185deb1f5c2449f1ff9465ad4440c17ae10ef7a7f6f72858dc2d2524

Observation d50f44cb-8192-4f8a-913a-135702cfd3e6 · outbound

This paper cites A Survey of Relaxations and Approximations of the Power Flow Equations,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach A Survey of Relaxations and Approximations of the Power Flow Equations,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.559455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.427398Z digest=sha256:f6709ed582c58c211b0e1e434d4747e179b31ceea9fc5cb643d70e3f67c5c4ea

Observation 351b4cb5-96c8-4411-a17c-75a608f376f9 · outbound

This paper cites Long solution times or low solution quality: On trade-offs in choosing a power flow formulation for the optimal power shutoff problem,.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Long solution times or low solution quality: On trade-offs in choosing a power flow formulation for the optimal power shutoff problem,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.534899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.433609Z digest=sha256:17413a071be647a11b0cf047f49ec616fd5157f923b4c47e0fc4a1f644ed6805

Observation 9f1518ed-bd5c-4ce1-89c7-6ae2376f8092 · outbound

This paper cites AC-Informed DC Optimal Transmission Switching Problems via Parameter Optimization.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach AC-Informed DC Optimal Transmission Switching Problems via Parameter Optimization

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T06:00:46.504849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.439027Z digest=sha256:53cf2628c75c5e6bc96b3d263f63f50f6dfbe900727ff3d2dc2b06607789a697

Observation 3285a674-2a8c-44f8-9915-bff46d3cae30 · outbound

This paper cites Available: https://www.usgs.gov/fire-danger-forecast/ wildland-fire-potential-index-wfpi.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Available: https://www.usgs.gov/fire-danger-forecast/ wildland-fire-potential-index-wfpi

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T06:00:46.858391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-07T06:00:46.349496Z digest=sha256:dbe2e04c94e20b44f155692dc64c7202cb6dbfb9b8cc6582cc6c1efd6a557478

Observation 71875bf3-9fe7-4414-ab87-588759fe72f8 · outbound

This paper cites Available: https://www.gurobi.com.

Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach Available: https://www.gurobi.com

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T06:00:46.416192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T06:00:46.416192Z digest=sha256:ce01fdcce46934ca3e2969c490f38a12e81694eed9813f83a1f95f40a77376ac

Pith citing papers

Observation 069f2447-8aa9-405a-ab24-b86bbfcf0d93 · inbound

Linear and Second-order-cone Valid Inequalities for Problems with Storage cites this paper.

Linear and Second-order-cone Valid Inequalities for Problems with Storage Optimizing Battery and Line Undergrounding Investments for Transmission Systems under Wildfire Risk Scenarios: A Benders Decomposition Approach

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-06T22:37:12.215793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T22:37:08.374762Z digest=sha256:6e70dbf518208b7cc5208c4df1c6e47ac216faa35831f885223bbe49479c85a1