Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:52:46.142989Z
Paper Citation Record · LEDGER
As of 23 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2507.12373.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T16:52:46.142989Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a7989ae9-af92-4d42-93cd-b3a0b7bbc567 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A comprehensive review on energy management strategy of microgrids
Reference 1
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.
Observation e15e799a-cea5-4f59-babf-2e964dccf851 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Bottom-up forecasting: Applications and limitations in load forecasting using smart-meter data
Reference 2
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.
Observation 80a39f72-f297-4cdf-8e7f-78a2080e6086 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Digital twins for reducing energy consumption in buildings: A review
Reference 3
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.
Observation 8a581281-af66-40fb-95e9-616c25a6bf08 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Comparison of optimal control techniques for building energy management
Reference 4
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.
Observation 7e7f8961-8ed9-47aa-b2be-1b400c2aa362 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Review of machine learning techniques for power electronics control and optimization, 2023
Reference 5
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.
Observation acb1da7f-c885-4d10-9e9d-aa83b7e31a35 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Identifying suitable models for the heat dynamics of buildings
Reference 6
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.
Observation 3121456f-0d3d-4fa3-a0f8-2d91075b3285 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Ben-Tal, L.E
Reference 7
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.
Observation 06301a96-ef14-4abb-a8ff-1fca172df289 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Energy simulation in building design
Reference 8
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.
Observation c6c266b0-c5fc-48df-8cec-80d990f54f85 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Vrabie, and Lieve Helsen
Reference 9
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.
Observation 161a3269-b432-4122-a2b1-753eae54fec5 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Dhaigude and R
Reference 10
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.
Observation 639987bb-53fb-4dec-bf74-292b4cf20f28 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Machine learning for smart and energy-efficient buildings
Reference 11
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.
Observation e0629140-db24-44d4-8d18-2f9f3d852637 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Cntrlda: A building energy management control system with real-time adjustments
Reference 12
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.
Observation 9a089a60-81a1-4eb6-8e93-eed6fd97f020 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Dagdougui, A
Reference 13
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.
Observation 7eb6c80c-39fd-4bb9-90ab-c32c5a629bf1 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A review on the basics of building energy estimation
Reference 14
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.
Observation 2d1b9081-175f-475c-bab5-0aeacf51b724 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Grey-box method for urban building energy modelling: Advancements and potentials
Reference 15
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.
Observation 924db6c9-e0bc-4c95-9276-8e0feaf899c0 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Forecasting: principles and practice
Reference 16
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.
Observation 008a3b8f-cf06-469f-a2bd-a772c5d5e257 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Optimal combination forecasts for hierarchical time series
Reference 17
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.
Observation a49676b8-e45a-4429-94a5-a24537ba9580 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Density forecasting for long-term peak electricity demand
Reference 18
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.
Observation 73ed2ae2-56b4-4eea-8315-8ddf309f82bf · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Probabilistic electric load forecasting: A tutorial review
Reference 19
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.
Observation 26e3a52d-b10c-47c5-9e05-8bc6b9bf653d · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation An enhanced microgrid load demand sharing strategy
Reference 20
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.
Observation 6f135947-b670-401a-bea6-ae5c453754a6 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Global energy forecasting competition 2012, 2014
Reference 21
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.
Observation 37ee5253-d3d7-4661-bef5-716158d0c8ca · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Microgrids with model predictive control: a critical review
Reference 22
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.
Observation 93fae0a1-7d49-449f-8da6-4ebcb46ccd54 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Economic dispatch of combined heat and power plant units within energy network integrated with wind power plant
Reference 23
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.
Observation 9352a5df-d9ec-458a-b1c3-882c947526da · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Energy Forecasting in Smart Grid Systems: A Review of the State-of-the-art Techniques
Reference 24
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.
Observation 5c164c1c-0587-4fe9-a906-a5444a6cc976 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation The role of district heating in future renewable energy systems
Reference 25
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.
Observation 47ad535b-0725-490a-8a79-81161e8f034b · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A hybrid forecasting model with parameter optimization for short-term load forecasting of micro-grids
Reference 26
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.
Observation 95f92438-f9db-4a82-8345-20b505bc99d0 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Architecting principles for systems-of-systems
Reference 27
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.
Observation cc2d0289-f18d-4e69-a990-8e210fd4433e · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Building energy load forecasting using deep neural networks
Reference 28
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.
Observation 0722bca2-5569-48df-9bad-bb6954eb5b73 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Machine learning for modern power distribution systems: Progress and perspectives
Reference 29
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.
Observation 966089db-73b3-4b61-836b-1b8b80aec686 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Machine learning for modern power distribution systems: Progress and perspectives
Reference 30
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.
Observation ad1e8d8a-1457-485d-9cc0-1a3a6a2e386c · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Enhanced reinforcement learning-model predictive control for distributed energy systems: Overcoming local and global optimization limitations
Reference 31
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.
Observation 37b7d6b1-82e3-471a-8ee9-14f27f6d7983 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Energy forecasting: a comprehensive review of techniques and technologies
Reference 32
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.
Observation 6694f686-a05e-4de2-b225-83167a096f02 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Smart grid: fundamentals of design and analysis , volume 33
Reference 33
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.
Observation 515b9259-c7d5-4787-8354-d55cf3f8f5c7 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation The m4 competition: Results, findings, conclusion and way forward
Reference 34
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.
Observation 93ec99f5-9951-4445-823a-4e874242263e · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Building modeling as a crucial part for building predictive control
Reference 35
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.
Observation b2ec459e-04b0-43bb-8287-a2ee5186face · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Model predictive control: theory, computation, and design , volume 2
Reference 36
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.
Observation b92e806c-0984-43ba-8589-8570a066b23a · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead
Reference 37
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.
Observation 60474eaa-6ca7-4711-a8a6-200b6127de86 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A review of deep learning techniques for forecasting energy use in buildings
Reference 38
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.
Observation 5b4f9d93-8b64-4735-a4fa-f24e9e24d3b3 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A bcs-gde multi-objective optimization algorithm for combined cooling, heating and power model with decision strategies
Reference 39
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.
Observation 3cce8df1-a5dc-4b2e-b729-0b4a4a8c50fc · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Energy demand forecasting: industry practices and challenges
Reference 40
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.
Observation 8cdc5fd0-5d84-4093-9231-6453c630634b · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Experimental analysis of model predictive control for an energy efficient building heating system
Reference 41
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.
Observation 91e2a487-33ac-45b5-9b50-67fa903bdbb0 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Short-term electricity demand forecasting using double seasonal exponential smoothing
Reference 42
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.
Observation 6314ade8-ffa2-4c48-94b2-8a4b6001bd4d · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Digitalization and energy
Reference 43
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.
Observation 2b532bb9-e7bf-4216-9502-788afcd6472e · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A gradient boosting approach to the kaggle load forecasting competition
Reference 44
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.
Observation 600537f0-ad9f-4df1-bbd8-568ea85d0328 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Unresolved cited work
Reference 45
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.
Observation 892e83b2-3644-411c-b293-9bedf0248fee · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation 2022 global status report for buildings and construction: towards a zero-emission, efficient and resilient buildings and construction sector
Reference 46
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.
Observation e438d6af-9be6-489e-82c3-22135346a2af · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Global status report for buildings and construction
Reference 47
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.
Observation 87960986-ddfa-45d0-8276-e2033d9bc18f · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Villano, G.M
Reference 48
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.
Observation 6b38765d-796e-49e6-a8aa-a4b3d659e4c2 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Informed machine learning--a taxonomy and survey of integrating prior knowledge into learning systems
Reference 49
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.
Observation 0b76c2bb-f512-4f8f-b061-9a039ddd5c44 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Spatial electric load forecasting
Reference 50
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.
Observation e378f70f-2282-4c43-9f6c-995633646bac · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation No free lunch theorems for optimization
Reference 51
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.
Observation 31d627ba-b6e7-4789-98aa-e15ecccb6c94 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Deep reinforcement learning for building hvac control
Reference 52
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.
Observation fa94590c-3fd9-4bd1-9863-ce28924fec65 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Flexible operation of a chp-vpp considering the coordination of supply and demand based on a strengthened distributionally robust optimization
Reference 53
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.
Observation c4896b1a-507f-4df2-bf03-134851822bd8 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Auto-evaluation model for the prediction of building energy consumption that combines modified kalman filtering and long short-term memory
Reference 54
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.
Observation ae858a05-1821-41be-9e11-1ffc552767ea · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation Time series classification using multi-channels deep convolutional neural networks
Reference 55
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.
Observation be0dadee-0f82-484b-b4bc-161b1897d486 · outbound
Emerging Paradigms in the Energy Sector: Forecasting and System Control Optimisation A multi-agent deep-reinforcement-learning-based strategy for safe distributed energy resource scheduling in energy hubs
Reference 56
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.
No inbound Pith citation observations are available.