Optimal scheduling of manufacturing and onsite generation systems in over-generation mitigation oriented electricity demand response program

Islam, Monirul; Zhong, Xiao; Xiong, Haoyi; Sun, Zeyi

doi:10.1016/j.cie.2017.11.031

Cited by 14 publications

(11 citation statements)

References 26 publications

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“…The model was extended in Wang and Li to consider labor cost in their model. Islam et al proposed a mixed integer nonlinear programming (MINLP) model to minimize a flow shop production system that considers on‐site generation and TOU. The off‐peak period rate consists of the overgeneration and nonovergeneration parts.…”

Section: Literature Reviewmentioning

confidence: 99%

Energy-cost-aware flow shop scheduling considering intermittent renewables, energy storage, and real-time electricity pricing

Khalaf

Wang

2018

Int J Energy Res

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Summary The industrial sector is one of the major energy consumers that contribute to global climate change. Demand response programs and on‐site renewable energy provide great opportunities for the industrial sector to both go green and lower production costs. In this paper, a 2‐stage stochastic flow shop scheduling problem is proposed to minimize the total electricity purchase cost. The energy demand of the designed manufacturing system is met by on‐site renewables, energy storage, as well as the supply from the power grid. The volatile price, such as day‐ahead and real‐time pricing, applies to the portion supplied by the power grid. The first stage of the formulated model determines optimal job schedules and minimizes day‐ahead purchase commitment cost that considers forecasted renewable generation. The volatility of the real‐time electricity price and the variability of renewable generation are considered in the second stage of the model to compensate for errors of the forecasted renewable supply; the model will also minimize the total cost of real‐time electricity supplied by the real‐time pricing market and maximize the total profit of renewable fed into the grid. Case study results show that cost savings because of on‐site renewables are significant. Seasonal cost saving differences are also observed. The cost saving in summer is higher than that in winter with solar and wind supply in the system. Although the battery system also contributes to the cost saving, its effect is not as significant as the renewables.

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Section: Literature Reviewmentioning

confidence: 99%

Energy-cost-aware flow shop scheduling considering intermittent renewables, energy storage, and real-time electricity pricing

Khalaf

Wang

2018

Int J Energy Res

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“…[61,71,72] minimized costs in different machine scheduling problems that depend on energy consumption costs, as well as penalties for exceeding a given power value. Penalty costs for load deviation were integrated in some places, such as in [73][74][75][76][77]. For example, [75] assumed that a production company predicts its load curve one day ahead and sends the forecast to the energy supplier.…”

Section: Economic Consideration Of Load Managementmentioning

confidence: 99%

Energy-Oriented Production Planning in Industry: A Systematic Literature Review and Classification Scheme

2021

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Scarcity of resources, structural change during the further development of renewable energy sources, and their corresponding costs, such as increasing resource costs or penalties due to dirty production, lead industrial firms to adapt ecological actions. In this regard, research on energy utilization in production planning has received increased attention in the last years, resulting in a large number of research articles so far. With the paper at hand, we review the literature on energy-oriented production planning. The aim of this study is to derive similar core issues and related properties along energy-oriented models within hierarchical production planning. For this, we carry out a systematic literature review and analyze and synthesize 375 research articles. We classify the underlying literature with a novel two-dimensional classification scheme and identify three key topics and five frequently found characteristics, which are presented in detail throughout this article. Based on these results, we state several potentials for further research.

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“…Studies have examined traditional demand response from industry as a means of both positive 12 and negative control energy. 35 While many of these studies estimated the magnitude of demand response potential 12,36 or grid-perspective benefits, 37 few analyzed whether individual profitmotivated industrial players would pursue them. 35,38 In practice, the potential for industrial demand response-both positive and negative control energy-faces barriers such as inflexible loads, negative impacts on downstream processes, and the need to recoup high capital expenditures.…”

Section: Literature Reviewmentioning

confidence: 99%

“…35 While many of these studies estimated the magnitude of demand response potential 12,36 or grid-perspective benefits, 37 few analyzed whether individual profitmotivated industrial players would pursue them. 35,38 In practice, the potential for industrial demand response-both positive and negative control energy-faces barriers such as inflexible loads, negative impacts on downstream processes, and the need to recoup high capital expenditures. 12,13,35,39 A number of studies have examined the potential and economics of demand response for the chlor-alkali industry specifically.…”

Section: Literature Reviewmentioning

confidence: 99%

“…35,38 In practice, the potential for industrial demand response-both positive and negative control energy-faces barriers such as inflexible loads, negative impacts on downstream processes, and the need to recoup high capital expenditures. 12,13,35,39 A number of studies have examined the potential and economics of demand response for the chlor-alkali industry specifically. 28,36,40,41 Otashu et al found that chlor-alkali process loads can nimbly adjust (on a 15 minute timescale) and that participating in demand response could result in process cost savings, but did not evaluate whether this resulted in overall profit for the plant operator.…”

Section: Literature Reviewmentioning

confidence: 99%

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Opportunities for Industry to Provide Flexibility While Increasing Profitability

Garfield

Jadun

Hwang

et al. 2021

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Optimal scheduling of manufacturing and onsite generation systems in over-generation mitigation oriented electricity demand response program

Cited by 14 publications

References 26 publications

Energy-cost-aware flow shop scheduling considering intermittent renewables, energy storage, and real-time electricity pricing

Energy-cost-aware flow shop scheduling considering intermittent renewables, energy storage, and real-time electricity pricing

Energy-Oriented Production Planning in Industry: A Systematic Literature Review and Classification Scheme

Opportunities for Industry to Provide Flexibility While Increasing Profitability

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