IEEE Transactions on Power Systems · 2000 · 57 citations · 15 references
ManagementDecision SciencesEnergy ManagementMulti-criteria Decision MakingOptimizationDemand ResponseDemand-side ManagementDistribution Network PlanningElectricity Load ManagementEnergy Management SystemsPeak Load ManagementDistribution Network ManagementElectric Power Distribution NetworksMathematical Programming ModelsMulti-objective Decision SupportMultiobjective Decision AnalysisMultiobjective Decision MakingMultiple Objective Decision AnalysisOperational Conditions
Utilities use remote load control (load management) to shape network operations, but balancing peak‑demand reduction, profit maximization, and consumer comfort makes it a multi‑objective problem. This study introduces a multi‑objective decision‑support model that simultaneously minimizes peak demand, maximizes utility profit, and improves quality of service in load management. The model integrates peak‑demand, profit, and quality‑of‑service objectives into a unified decision‑support framework for remote load control.
Utilities frequently use remote load control as an effective means to achieve suitable network operational conditions. This procedure, usually designated load management (LM), is a part of the resources considered under the general designation of demand-side management (DSM). However, the use of LM in electric distribution network management is a problem that involves different conflicting aspects such as reducing peak demand, maximizing utility profits and minimizing discomfort caused to consumers. Hence, the problem is multiobjective in nature: economical, technical and quality of service aspects must all be explicitly accounted for in mathematical models. This paper presents a multiobjective decision support model which allows the consideration of the main concerns that have an important role in LM: minimize peak demand as perceived by the distribution network dispatch center, maximize utility profit corresponding to the energy services delivered by the controlled loads, maximize quality of service in the context of LM.
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Linear programming with multiple objective functions: Step method (stem)
R. Benayoun, Jean de Montgolfier, J. Tergny et al. · Mathematical Programming · 1971 · 921 citations