Energy-aware lot sizing problem: Complexity analysis and exact algorithms

Rapine, Christophe; Goisque, Guillaume; Akbalιk, Ayşe

doi:10.1016/j.ijpe.2018.06.020

Cited by 10 publications

(3 citation statements)

References 27 publications

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“…• Theoretical development: Rapine et al (2018a) left open the question about the NP-hardness of the mixed-integer program (30)-(37). Is it NP-hard in the strong sense or in the weak sense?…”

Section: Industrial Implications and Discussionmentioning

confidence: 99%

Towards circular economy in production planning: Challenges and opportunities

Suzanne

Absi

Borodin

2020

European Journal of Operational Research

101

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In the actual era of the international trade, global warming and depletion of Earth's natural resources, the willingness to generate sustainable and competitive benefits determines us to stop thinking linearly (produce, consume and dispose) and to shift towards a circular approach by closing material loops. The latter falls within the concept of circular economy that, in turn, derives from reverse logistics. This paper proposes a comprehensive state-of-the-art review around the topic of circular economy and reverse logistics with a particular emphasis on mid-term production planning under discrete time settings. The broad spectrum of reviewed publications is categorized and discussed with respect to the main recovery operations, namely: (i) disassembly for recycling, (ii) from product to raw material recycling, and (iii) by-products and co-production. For each of the aforementioned recovery options, this paper elucidates the related definitions, reviews the mathematical formulations jointly with a structured overview of the solution methods, and discusses their industrial implications. Given the legislative pressure to mitigate environmental impacts caused by production processes, a special attention is paid to the greenhouse gas emissions and energy consumption. A cross-cutting analysis of the reviewed literature brought forward a number of research gaps and revealed multiple research opportunities to support the development of the circular economy. The key findings show an ever growing interest in making sustainable the traditional linear industrial processes within a circular economy context.

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Section: Industrial Implications and Discussionmentioning

confidence: 99%

Towards circular economy in production planning: Challenges and opportunities

Suzanne

Absi

Borodin

2020

European Journal of Operational Research

101

View full text Add to dashboard Cite

show abstract

“…So, most of the time, the integration of energy consumption as a restriction served as an additional energy-related factor to be taken into account. The five articles that considered energy consumption solely as a restricting consumption threshold optimized not energy-related but other economic-oriented criteria, such as makespan or tardiness (e.g., [33][34][35]), as well as costs, such as setup costs, inventory costs, idle costs, or production costs (e.g., [36,37]).…”

Section: Ecological Consideration Of Energy Consumptionmentioning

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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“…To deal with the lot-sizing programming models under various industrial environments, specific algorithms and optimization strategies need to be designed and embedded to derive the best solution. Many exact algorithms and heuristic algorithms have been designed to resolve lot-sizing optimization problems under different industrial scenarios and discrepant considerations (Adacher and Cassandras, 2014; Brahimi and Dauzèrepérès, 2015; Halman et al , 2012; Rapine et al , 2018).…”

Section: Literature Reviewmentioning

confidence: 99%

Lean production of ship-pipe parts based on lot-sizing optimization and PFB control strategy

Zhou

et al. 2020

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Purpose With an increasingly fierce competition of the shipbuilding industry, advanced technologies and excellent management philosophies in the manufacturing industry are gradually introduced to domestic shipyards. The purpose of this study is to promote the lean management of Chinese ship outfitting plants by lean production strategy. Design/methodology/approach To promote the lean implementation of Chinese shipyards, the lean practice of ship-pipe part production is highlighted by lot-sizing optimization and strategic CONWIP (constant work-in-process) control. A nonlinear programming model is formulated to minimize the total cost of ship-pipe part manufacturing and the particle swarm optimization (PSO)-based algorithm is designed to resolve the established model. Besides, the pull-from-the-bottleneck (PFB) strategy is used to control ship-pipe part production, verified by Simulink simulation. Findings Results show that the proposed lean strategy of the programming model and strategic PFB control could assist Chinese ship outfitting plants to leverage competitive advantage by waste reduction and lean achievement. Specifically, the PFB double-loop control strategy shows better performance when there is high productivity and the PFB single-loop control outperforms at lower productivity scenarios. Practical implications To verify the effectiveness of the proposed lean strategy, a case study is performed to validate the formulated model. Also, simulation experiments realized by FlexSim software are conducted to testify results obtained by the constructed programming model. Originality/value Lean production management practice of the shipyard building industry is performed by the proposed lean production strategy through lot-sizing optimization and strategic PFB control in terms of ship-pipe part manufacturing.

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Energy-aware lot sizing problem: Complexity analysis and exact algorithms

Cited by 10 publications

References 27 publications

Towards circular economy in production planning: Challenges and opportunities

Towards circular economy in production planning: Challenges and opportunities

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

Lean production of ship-pipe parts based on lot-sizing optimization and PFB control strategy

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