Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets | Paper Citation Record

Observation 697bf11d-8a2b-4c25-8383-f88811c8cf06 · outbound

This paper cites Steady-state simulation and optimization of an integrated gasification combined cycle power plant with CO 2 capture.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Steady-state simulation and optimization of an integrated gasification combined cycle power plant with CO 2 capture

Reference 1

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This paper cites Mathematical programming formulations for the alternating current optimal power flow problem.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Mathematical programming formulations for the alternating current optimal power flow problem

Reference 2

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This paper cites Optimal dynamic operation of a high-purity air separation plant under varying market conditions.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Optimal dynamic operation of a high-purity air separation plant under varying market conditions

Reference 3

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This paper cites A robust learning approach for regression models based on distributionally robust optimization.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets A robust learning approach for regression models based on distributionally robust optimization

Reference 4

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This paper cites Optimal involvement in futures markets of a power producer.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Optimal involvement in futures markets of a power producer

Reference 5

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This paper cites Distributionally robust optimization under moment uncertainty with application to data-driven problems.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Distributionally robust optimization under moment uncertainty with application to data-driven problems

Reference 6

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Observation 8bf7526e-f2cd-4f28-90dc-b4e3c322fa13 · outbound

This paper cites Economic opportunities for industrial systems from frequency regulation markets.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Economic opportunities for industrial systems from frequency regulation markets

Reference 7

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Observation 59f382c0-ef67-4b72-9021-1a7d91f35a8c · outbound

This paper cites A multi-scale optimization framework for electricity market participation.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets A multi-scale optimization framework for electricity market participation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:26.052131Z

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Observation ed76973c-b2af-4962-af6e-7d581dd294ea · outbound

This paper cites Elton, M.J.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Elton, M.J

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:26.045283Z

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Observation c07479b0-ce19-4152-b8c1-bd05097c0714 · outbound

This paper cites Impact of system constraints on pricing in ERCOT , May 2020.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Impact of system constraints on pricing in ERCOT , May 2020

Reference 10

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This paper cites Contracting strategies for renewable generators: A hybrid stochastic and robust optimization approach.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Contracting strategies for renewable generators: A hybrid stochastic and robust optimization approach

Reference 11

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Observation da6cbe1b-9495-41ec-b43b-da7bdfd0703f · outbound

This paper cites Complementarity modeling in energy markets, volume 180.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Complementarity modeling in energy markets, volume 180

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:26.024367Z

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Observation c10a979d-32b3-4dc8-bfb6-4bd9b17226f3 · outbound

This paper cites Data-driven distributionally robust optimization of shale gas supply chains under uncertainty.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Data-driven distributionally robust optimization of shale gas supply chains under uncertainty

Reference 13

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Observation a73e6c61-1cd0-42b5-a09e-439e6415e4f9 · outbound

This paper cites Distributionally Robust Stochastic Optimization with Wasserstein Distance.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Distributionally Robust Stochastic Optimization with Wasserstein Distance

Reference 14

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Observation 1d3f77af-d59b-4bd8-8fc4-401044f9243e · outbound

This paper cites Generation expansion planning with revenue adequacy constraints.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Generation expansion planning with revenue adequacy constraints

Reference 15

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Observation 8b41aaff-bbcd-48d0-99a8-5997c593fd3b · outbound

This paper cites Conic programming reformulations of two-stage distributionally robust linear programs over W asserstein balls.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Conic programming reformulations of two-stage distributionally robust linear programs over W asserstein balls

Reference 16

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Observation 9438362f-21a5-4e92-afff-9f52d43f12ae · outbound

This paper cites Forward contracts for the operation of an electricity industry under spot pricing.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Forward contracts for the operation of an electricity industry under spot pricing

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.994183Z

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Observation ecc1a735-f447-47f5-890a-e81bccd876a5 · outbound

This paper cites Strategic generation investment using a complementarity approach.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Strategic generation investment using a complementarity approach

Reference 18

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Observation ee602962-3b8e-468a-9c34-a0e615cd87bf · outbound

This paper cites Demand response operation of electricity-intensive chemical processes for reduced greenhouse gas emissions: application to an air separation unit.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Demand response operation of electricity-intensive chemical processes for reduced greenhouse gas emissions: application to an air separation unit

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.980918Z

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Observation 7c0b4a21-af7c-4a08-8b49-38ee667d8e4b · outbound

This paper cites Fundamentals of power system economics.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Fundamentals of power system economics

Reference 20

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This paper cites Active metric learning for supervised classification.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Active metric learning for supervised classification

Reference 21

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This paper cites Stochastic programming models for replication of electricity forward contracts for industry.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Stochastic programming models for replication of electricity forward contracts for industry

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.963371Z

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Observation 3ab2b468-ba1b-46e6-acb6-ab5bcdbf27c4 · outbound

This paper cites Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Deterministic electric power infrastructure planning: Mixed-integer programming model and nested decomposition algorithm

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.956608Z

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Observation 644a8aa4-d6eb-41de-8dca-bbe9a55b2f69 · outbound

This paper cites Multistage distributionally robust design of a renewable source processing network under uncertainty.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Multistage distributionally robust design of a renewable source processing network under uncertainty

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.948601Z

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Observation 6320c56b-3164-44b0-bd72-64b8e047a3ab · outbound

This paper cites Power portfolio optimization considering locational electricity prices and risk management.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Power portfolio optimization considering locational electricity prices and risk management

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.942217Z

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Observation 60fbd70d-b74f-4e44-9aee-62d41de6a0a0 · outbound

This paper cites Luenberger.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Luenberger

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.935631Z

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This paper cites Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Generalized robust counterparts for constraints with bounded and unbounded uncertain parameters

Reference 27

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This paper cites Electricity markets around the world.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Electricity markets around the world

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.922511Z

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Observation 15ae0d3e-05f4-430e-b7a3-a37c52b23fd0 · outbound

This paper cites Optimal scheduling of industrial combined heat and power plants under time-sensitive electricity prices.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Optimal scheduling of industrial combined heat and power plants under time-sensitive electricity prices

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.915780Z

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Observation 522f6aab-664b-4b88-905a-3445ac69eba8 · outbound

This paper cites Data-driven distributionally robust optimization using the W asserstein metric: Performance guarantees and tractable reformulations.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Data-driven distributionally robust optimization using the W asserstein metric: Performance guarantees and tractable reformulations

Reference 30

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This paper cites Risk-averse two-stage stochastic programming with an application to disaster management.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Risk-averse two-stage stochastic programming with an application to disaster management

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.900291Z

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This paper cites Exploring the benefits of modular renewable-powered ammonia production: A supply chain optimization study.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Exploring the benefits of modular renewable-powered ammonia production: A supply chain optimization study

Reference 32

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Observation 1cc87f4e-99bc-4e0b-acf7-08d4cc8ffdf6 · outbound

This paper cites Optimal process operations in fast-changing electricity markets: framework for scheduling with low-order dynamic models and an air separation application.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Optimal process operations in fast-changing electricity markets: framework for scheduling with low-order dynamic models and an air separation application

Reference 33

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Observation 6b4eb448-82b4-42c6-abe3-9949f832aaeb · outbound

This paper cites Managing the financial risks of electricity producers using options.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Managing the financial risks of electricity producers using options

Reference 34

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Observation b66a236d-a434-4aaa-b273-b205c7c4d3a3 · outbound

This paper cites Distributionally Robust Optimization: A Review.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Distributionally Robust Optimization: A Review

Reference 35

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This paper cites EPEC s as models for electricity markets.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets EPEC s as models for electricity markets

Reference 36

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Observation 69b1988d-048e-41ec-a819-260523491e2e · outbound

This paper cites On W asserstein two-sample testing and related families of nonparametric tests.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets On W asserstein two-sample testing and related families of nonparametric tests

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.866743Z

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Observation ea34b6a1-a07b-4cb1-afde-e0d1f1763328 · outbound

This paper cites A mixed-integer linear programming model for real-time cost optimization of building heating, ventilation, and air conditioning equipment.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets A mixed-integer linear programming model for real-time cost optimization of building heating, ventilation, and air conditioning equipment

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.859912Z

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Observation e86949f6-4a12-4ed5-bc8e-6576317a7c9c · outbound

This paper cites Coherent approaches to risk in optimization under uncertainty.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Coherent approaches to risk in optimization under uncertainty

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.852454Z

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Observation 48aa1891-e29a-4e4f-a5aa-1cb7effdf7d5 · outbound

This paper cites A stochastic programming approach to power portfolio optimization.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets A stochastic programming approach to power portfolio optimization

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.844966Z

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Observation 45a803b9-4291-4196-936c-52dd4aa7b3cf · outbound

This paper cites Restructured electrical power systems: Operation, trading, and volatility, volume 1.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Restructured electrical power systems: Operation, trading, and volatility, volume 1

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.838059Z

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Observation 11af4009-08e2-44c9-8cf1-fe2b0f00a19e · outbound

This paper cites Distributionally robust optimization for planning and scheduling under uncertainty.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Distributionally robust optimization for planning and scheduling under uncertainty

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.831285Z

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Observation acf22d3a-a0ba-44ad-9008-e5c091eafacf · outbound

This paper cites Space-time dynamics of electricity markets incentivize technology decentralization.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Space-time dynamics of electricity markets incentivize technology decentralization

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.824437Z

Source-reported events for the cited work

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Observation fd43a58d-c4c5-4e8a-acd5-d5671b503b84 · outbound

This paper cites Bidding strategy under uncertainty for risk-averse generator companies in a long-term forward contract auction.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Bidding strategy under uncertainty for risk-averse generator companies in a long-term forward contract auction

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.816833Z

Source-reported events for the cited work

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Observation f998f41f-d52f-473d-abcb-bb05a2605e95 · outbound

This paper cites Likelihood robust optimization for data-driven problems.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Likelihood robust optimization for data-driven problems

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.809135Z

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Observation ed036b1d-7d09-488e-bb04-84fcb0fa12d4 · outbound

This paper cites Learning to solve large-scale security-constrained unit commitment problems.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Learning to solve large-scale security-constrained unit commitment problems

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.801268Z

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Observation 7944938b-427f-4ffa-a6c2-96378a458ee1 · outbound

This paper cites Tractable reformulations of two-stage distributionally robust linear programs over the type- W asserstein ball.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Tractable reformulations of two-stage distributionally robust linear programs over the type- W asserstein ball

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T14:31:25.792025Z

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Observation 8f0c6354-c250-4df0-bcab-743fa15c3c13 · outbound

This paper cites Financial and operational decisions in the electricity sector: Contract portfolio optimization with the conditional value-at-risk criterion.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Financial and operational decisions in the electricity sector: Contract portfolio optimization with the conditional value-at-risk criterion

Reference 48

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This paper cites Real-time optimization strategies for building systems.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Real-time optimization strategies for building systems

Reference 49

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This paper cites Enterprise-wide optimization for industrial demand side management: Fundamentals, advances, and perspectives.

Data-Driven Distributionally Robust Optimization for Long-Term Contract vs. Spot Allocation Decisions: Application to Electricity Markets Enterprise-wide optimization for industrial demand side management: Fundamentals, advances, and perspectives

Reference 50

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