33 results on '"Frosolini, M."'
Search Results
2. An integrated approach to implement Project Management Information Systems within the Extended Enterprise
- Author
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Braglia, M. and Frosolini, M.
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- 2014
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3. Virtual pooled inventories for equipment-intensive industries. An implementation in a paper district
- Author
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Braglia, M. and Frosolini, M.
- Published
- 2013
- Full Text
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4. The house of reliability
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Braglia, M., Fantoni, G., and Frosolini, M.
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- 2007
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5. Optimization of POLCA-controlled production systems with a simulation-driven genetic algorithm
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Braglia, M., Castellano, D., and Frosolini, M.
- Published
- 2014
- Full Text
- View/download PDF
6. Integrating considerations of uncertainty within the OEE of a manufacturing line
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Braglia M., Castellano D., Frosolini M., Gallo Mose, Braglia, M., Castellano, D., Frosolini, M., and Gallo, Mose
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OEE ,FTN ,Lean manufacturing ,Overestimation ,Variability ,Fuzzy triangular number ,Manufacturing line ,Overall equipment effectivene ,Stochastic - Abstract
Lean manufacturing has become a paramount production paradigm in many industrial sectors and overall equipment effectiveness (OEE) is a widely accepted and adopted lean metric for any type of machine/equipment. However, the standard OEE formulation presents two important limits: 1) it deals with a single machine; 2) gives a deterministic measure of effectiveness. The objective of this paper is to overcome both of these two shortcomings by proposing a Fuzzy approach for measuring the OEE of a manufacturing line (OEEML). Hence, starting from a possible definition of OEEML, this paper provides a framework to measure its modal value and its variability on an entire manufacturing line. The approach exploits fuzzy triangular numbers instead of burdensome stochastic quantities to measure this variability. Furthermore, it integrates a method which enables us to avoid the annoying 'overestimation effect' of FTNs. The integrated approach has proved to be useful in consistently capturing the OEEML variations, also, both the modal value and the range obtained from its application are good estimators of both the OEEML and its variability. A full case study is finally provided to show the effectiveness of the proposed approach in diagnosing problems and addressing improvement actions.
- Published
- 2019
7. I-READ 4.0: Internet-of-READers for an efficient asset management in large warehouses with high stock rotation index
- Author
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Nepa, P, Motroni, A, Congi, A, Ferro, E, Pesi, M, Giorgi, G, Buffi, A, Lazzarotti, M, Bellucci, J, Galigani, S, Frosolini, M, Braglia, M, Bigongiari, A, Isola, G, Bertuccelli, F, Scutellà, M, Pappalardo, M, Passacantando, M, Lo Schiavo, D, Rubichi, A, Salvador, C, Bonifacio, F, Zani, F, Ferro, EM, Scutellà, MG, Nepa, P, Motroni, A, Congi, A, Ferro, E, Pesi, M, Giorgi, G, Buffi, A, Lazzarotti, M, Bellucci, J, Galigani, S, Frosolini, M, Braglia, M, Bigongiari, A, Isola, G, Bertuccelli, F, Scutellà, M, Pappalardo, M, Passacantando, M, Lo Schiavo, D, Rubichi, A, Salvador, C, Bonifacio, F, Zani, F, Ferro, EM, and Scutellà, MG
- Abstract
The I-READ 4.0 project represents an integrated and autonomous Cyber Physical System, for automatic management of very large warehouses with high-stock rotation index. Thanks to an internet of UHF-RFID readers, both fixed and mobile, it is possible to implement an efficient management of assets and forklifts operating in indoor scenario. The proposed solution can be employed independently on the warehouse sizes, the good types and the spatial resolution required for item localization by virtue of its low-cost, reconfigurability and scalability. The I-READ 4.0 system allows also to increase the safety levels of the human operators within the warehouse.
- Published
- 2019
8. Using RFID technology and Discrete-Events, Agent-Based simulation tools to build Digital-Twins of large warehouses
- Author
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Braglia, M., primary, Gabbrielli, R., additional, Frosolini, M., additional, Marrazzini, L., additional, and Padellini, L., additional
- Published
- 2019
- Full Text
- View/download PDF
9. I-READ 4.0: Internet-of-READers for an efficient asset management in large warehouses with high stock rotation index
- Author
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Nepa, P., primary, Galigani, S., additional, Frosolini, M., additional, Braglia, M., additional, Bigongiari, A., additional, Isola, G., additional, Bertuccelli, F., additional, Scutella, M. G., additional, Pappalardo, M., additional, Passacantando, M., additional, Loschiavo, D., additional, Motroni, A., additional, Rubichi, A., additional, Salvador, C., additional, Bonifacio, F., additional, Zani, F., additional, Congi, A., additional, Ferro, E. M., additional, Pesi, M., additional, Giorgi, G., additional, Buffi, A., additional, Lazzarotti, M., additional, and Bellucci, J., additional
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- 2019
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10. Mixed Discrete-Events and Agent-Based Modeling of a complex automatic warehouse for copper tubes bundles
- Author
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Braglia, M., primary, Frosolini, M., additional, Gabbrielli, R., additional, Marrazzini, L., additional, and Padellini, L., additional
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- 2019
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11. Protection of passive RFID labels by resin doming and encapsulation
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Braglia M, Castellano D, Frosolini M, Russo A, Braglia, M, Castellano, D, Frosolini, M, and Russo, A
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- 2015
12. A modified harmony search algorithm for the multi-objective flowshop scheduling problem with due dates.
- Author
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Frosolini, M., Braglia, M., and Zammori, F.A.
- Subjects
SEARCH algorithms ,PRODUCTION scheduling ,PERMUTATIONS ,GENETIC algorithms ,PARETO optimum ,HEURISTIC - Abstract
This paper presents a modified harmony search optimisation algorithm (MHSO), specifically designed to solve two- and three-objective permutation flowshop scheduling problems, with due dates. To assess its capability, five sets of scheduling problems have been used to compare the MHSO with a known and highly efficient genetic algorithm (GA) chosen as the benchmark. Obtained results show that the new procedure is successful in exploring large regions of the solution space and in finding a significant number of Pareto non-dominated solutions. For those cases where the exhaustive evaluation of sequences can be applied the algorithm is able to find the whole non-dominated Pareto border, along with a considerable number of solutions that share the same optimal values for the considered optimisation parameters. To validate the algorithm, five sets of scheduling problems are investigated in-depth in comparison with the GA. Results obtained by both methods (exhaustive solutions have been provided as well for small sized problems) are fully described and discussed. [ABSTRACT FROM AUTHOR]
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- 2011
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13. Overall material usage effectiveness (OME): a structured indicator to measure the effective material usage within manufacturing processes
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Braglia, M., primary, Castellano, D., additional, Frosolini, M., additional, and Gallo, M., additional
- Published
- 2017
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14. Application of the QFD methodology to plant layout evaluation
- Author
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BRAGLIA M, CASTELLANO D, FROSOLINI M, Elisabeth Ilie-Zudor, Zsolt Kemény, László Monostori, Braglia, M, Castellano, D, and Frosolini, M
- Subjects
QFD ,Layout design - Abstract
This paper presents a QFD based methodology allowing the assessment of different plant layout proposals. Facilities layout is a key factor affecting a firm’s profitability and productivity. Such a decision is a strategic one. In literature several works deal with this aspect, and in particular concerning the design task. Meanwhile, along the plant layout life cycle, other ac-tivities have to be carried out that are equally important. This makes the evaluation phase necessarily subsequent. With respect to other assessing techniques, that are often too vague, the one here presented attempts to face the problem in a more rigorous fashion. On the basis of the QFD concept, the most important aspects concerning a plant layout evalua-tion are considered. In particular, customer needs are first derived, technical requirements are identified, and finally a comparison method is presented.
- Published
- 2012
15. Enhancing SMED: Changeover Out of Machine Evaluation Technique to implement the duplication strategy
- Author
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Braglia, M., primary, Frosolini, M., additional, and Gallo, M., additional
- Published
- 2016
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16. Overall material usage effectiveness (OME): a structured indicator to measure the effective material usage within manufacturing processes.
- Author
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Braglia, M., Castellano, D., Frosolini, M., and Gallo, M.
- Subjects
MANUFACTURING processes ,PRODUCTION (Economic theory) ,MANUFACTURING industries ,PRODUCTION control ,PRODUCTION planning ,KEY performance indicators (Management) - Abstract
A rational use of production resources has been catalysing the attention of researchers and practitioners for several years. A number of indicators have been proposed to assess the effective and efficient use of the various production factors. A widely known example of these metrics is the overall equipment effectiveness (OEE), which applies to machines and equipment. This paper proposes a novel methodology that seizes upon OEE’s straight forward and easy-to-use structure to address the problem of measuring the effective use of materials within a factory. An inclusive structure of material loss and a methodology to calculate a novel performance indicator called overall material usage effectiveness (OME) is given. The proposed set of KPIs not only permits the comprehension of material-related issues but also the identification of viable countermeasures. A real-life application to demonstrate the practical usefulness of the methodology and illustrate the capability of its KPIs is described. [ABSTRACT FROM PUBLISHER]
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- 2018
- Full Text
- View/download PDF
17. Optimization of POLCA-controlled production systems with a simulation-driven genetic algorithm
- Author
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Braglia, M., primary, Castellano, D., additional, and Frosolini, M., additional
- Published
- 2013
- Full Text
- View/download PDF
18. Revised overall labour effectiveness
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Marcello Braglia, Davide Castellano, Leonardo Marrazzini, Mosè Gallo, Marco Frosolini, Braglia, M., Castellano, D., Frosolini, M., Gallo, M., and Marrazzini, L.
- Subjects
Overall equipment effectiveness ,021103 operations research ,Data collection ,Workforce efficiency ,Computer science ,Strategy and Management ,05 social sciences ,0211 other engineering and technologies ,Labour performance, Workforce efficiency, Overall equipment effectiveness, Human resource management, Lean manufacturing ,02 engineering and technology ,General Business, Management and Accounting ,Lean manufacturing ,Similitude ,Risk analysis (engineering) ,Human resource management ,Labour performance ,0502 economics and business ,Workforce ,Metric (unit) ,Performance indicator ,050203 business & management - Abstract
PurposeThe paper proposes a new workforce effectiveness metric that is a sophisticated evolution of a pre-existing overall labour effectiveness (OLE) indicator. The KPI, named revised OLE (ROLE), provides a structured methodology to measure in a holistic way the losses relating to labour, maintaining some formal similitude to the overall equipment effectiveness (OEE)Design/methodology/approachA new structure of losses is proposed to overcome the drawbacks and the difficulties that usually affect the data collection stage, referring to directly measurable quantities or, when this is not the case, suggesting a viable method to quantify the loss. Besides, this approach facilitates the comprehension of labour-related issues, suggesting potential countermeasures. The novel ROLE indicator has been defined, based on this new structure, to evaluate the labour effectiveness in batch process industries. A real case study is provided, which explains the methodology and illustrates the capability of the corresponding KPI.FindingsThe present work analyses the labour performance indexes available in literature, with the aim of evidencing those aspects that can be properly observed and quantified and, at the same time, categorizing them to identify their possible drawbacks. A new structure of losses is derived, with respect to four different categories, which may help to measure the losses themselves more effectivelyOriginality/valueThe paper investigates some important KPIs dealing with labour performance and individuates some significant drawbacks. Then it suggests a new, inclusive structure of losses and a modified KPI that not only measures effectiveness but also allows to identify viable countermeasures.
- Published
- 2020
19. An ensemble-learning model for failure rate prediction
- Author
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Padellini Luca, Marrazzini Leonardo, Gabbrielli Roberto, Braglia Marcello, Castellano Davide, Frosolini Marco, Braglia, M, Castellano, D, Frosolini, M, Gabbrielli, R, Marrazzini, L, and Padellini, L
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0209 industrial biotechnology ,Exploit ,Computer science ,Process (engineering) ,Oil refinery ,Failure rate ,Sample (statistics) ,02 engineering and technology ,Total productive maintenance ,Industry 4.0 ,Ensemble learning ,Preventive maintenance ,Industrial and Manufacturing Engineering ,Reliability engineering ,020303 mechanical engineering & transports ,020901 industrial engineering & automation ,0203 mechanical engineering ,Artificial Intelligence - Abstract
In the Industry 4.0 era, Preventive Maintenance (PM) is still an attractive solution to prevent breakdowns and failures and to reduce maintenance and failure costs. A PM program is part of both the Total Productive Maintenance (TPM) philosophy and the Reliability Centered Maintenance (RCM) process. A prerequisite to carry out effective PM activities is the availability of a reliable estimate of the equipment failure rate. Assessing it may be a hard task, as it requires analysing a large set of maintenance data, which includes both quantitative and qualitative variables. To this aim, it is possible to exploit advanced data analysis techniques that permit extracting information and knowledge from big datasets. This paper presents an ensemble-learning model to estimate the failure rate of equipment subject to different operating conditions. At the same time, the method permits to identify the most important working parameters affecting the failure rate. An industrial application is considered to show the potentialities and the effectiveness of the proposed method. In particular, a sample of 143 centrifugal pumps installed in an oil refinery plant is analysed.
- Published
- 2020
20. I-READ 4.0: Internet-of-READers for an efficient asset management in large warehouses with high stock rotation index
- Author
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Mauro Passacantando, Massimo Pappalardo, M. Braglia, S. Galigani, A. Bigongiari, E. M. Ferro, Maria Grazia Scutellà, C. Salvador, F. Zani, M. Pesi, M. Frosolini, F. Bonifacio, Alice Buffi, G. Giorgi, J. Bellucci, G. Isola, Paolo Nepa, Andrea Motroni, M. Lazzarotti, D. Loschiavo, F. Bertuccelli, A. Rubichi, A. Congi, Nepa, P, Motroni, A, Congi, A, Ferro, E, Pesi, M, Giorgi, G, Buffi, A, Lazzarotti, M, Bellucci, J, Galigani, S, Frosolini, M, Braglia, M, Bigongiari, A, Isola, G, Bertuccelli, F, Scutellà, M, Pappalardo, M, Passacantando, M, Lo Schiavo, D, Rubichi, A, Salvador, C, Bonifacio, F, and Zani, F
- Subjects
UHF-RFID Technology ,I-READ 4.0 ,Database ,business.industry ,Computer science ,Cyber-physical system ,Reconfigurability ,RFID Industry 4.0 ,computer.software_genre ,Warehouse ,Internet-of-Thing ,Internet-of-Things ,Pallet localization ,RFID Industry 4.0, Internet-of-Things, Internet-of-readers, I-READ 4.0, Pallet localization, RFID Warehouse, UHF-RFID Technology ,Scalability ,The Internet ,Asset management ,Internet-of-reader ,Internet-of-readers ,RFID Warehouse ,business ,Internet of Things ,computer ,Stock (geology) - Abstract
The I-READ 4.0 project represents an integrated and autonomous Cyber Physical System, for automatic management of very large warehouses with high-stock rotation index. Thanks to an internet of UHF-RFID readers, both fixed and mobile, it is possible to implement an efficient management of assets and forklifts operating in indoor scenario. The proposed solution can be employed independently on the warehouse sizes, the good types and the spatial resolution required for item localization by virtue of its low-cost, reconfigurability and scalability. The I-READ 4.0 system allows also to increase the safety levels of the human operators within the warehouse.
- Published
- 2019
21. Enhancing SMED: Changeover Out of Machine Evaluation Technique to implement the duplication strategy
- Author
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Marco Frosolini, Mosè Gallo, Marcello Braglia, Braglia, M., Frosolini, M., and Gallo, M.
- Subjects
0209 industrial biotechnology ,Engineering drawing ,Engineering ,Process (engineering) ,lean production ,Strategy and Management ,changeover reduction ,02 engineering and technology ,Management Science and Operations Research ,Functional decomposition ,Lean manufacturing ,Industrial and Manufacturing Engineering ,020901 industrial engineering & automation ,Order (exchange) ,0502 economics and business ,duplication strategy ,SMED ,business.industry ,05 social sciences ,Computer Science Applications1707 Computer Vision and Pattern Recognition ,Changeover ,Integrated approach ,Computer Science Applications ,Strategy and Management1409 Tourism, Leisure and Hospitality Management ,Intervention (law) ,business ,Software engineering ,050203 business & management - Abstract
The present paper introduces an integrated approach to support the process engineers during the implementation of the conventional Single Minute Exchange of Dies. In particular, the proposed approach grounds on the new concept of ‘duplication strategy’, and takes advantage of an implementation tool here presented. It follows a top-down functional decomposition of machines, which helps practitioners identifying all those items impacting on the changeover process, and to propose appropriate intervention strategies. It aims at verifying the possibility of replicating entire parts of machines, fixtures and/or equipment, in order to externalise as many tasks as possible, yet carefully evaluating the cost-benefit ratio and any operational issue of the intervention. To show this novel approach, an actual implementation is hereby fully described. Finally, the results of the study are commented and proposals for future possible developments are suggested.
- Published
- 2016
22. Overall material usage effectiveness (OME): a structured indicator to measure the effective material usage within manufacturing processes
- Author
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Davide Castellano, Mosè Gallo, Marcello Braglia, Marco Frosolini, Braglia, M., Castellano, D., Frosolini, M., and Gallo, M.
- Subjects
0209 industrial biotechnology ,Engineering drawing ,Engineering ,Strategy and Management ,02 engineering and technology ,Management Science and Operations Research ,material lo ,Lean manufacturing ,Industrial and Manufacturing Engineering ,Overall equipment effectiveness ,020901 industrial engineering & automation ,0502 economics and business ,Overall equipment effectiveness, Lean Production, material loss, performance measurements, indicator ,material loss ,Production (economics) ,Overall equipment effectivene ,Structure (mathematical logic) ,Measure (data warehouse) ,business.industry ,indicator ,05 social sciences ,performance measurement ,performance measurements ,Computer Science Applications ,Reliability engineering ,Identification (information) ,Factory (object-oriented programming) ,Lean Production ,Performance indicator ,business ,050203 business & management - Abstract
A rational use of production resources has been catalysing the attention of researchers and practitioners for several years. A number of indicators have been proposed to assess the effective and efficient use of the various production factors. A widely known example of these metrics is the overall equipment effectiveness (OEE), which applies to machines and equipment. This paper proposes a novel methodology that seizes upon OEE’s straight forward and easy-to-use structure to address the problem of measuring the effective use of materials within a factory. An inclusive structure of material loss and a methodology to calculate a novel performance indicator called overall material usage effectiveness (OME) is given. The proposed set of KPIs not only permits the comprehension of material-related issues but also the identification of viable countermeasures. A real-life application to demonstrate the practical usefulness of the methodology and illustrate the capability of its KPIs is described.
- Published
- 2018
23. Optimization of POLCA-controlled production systems with a simulation-driven genetic algorithm
- Author
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Marco Frosolini, Marcello Braglia, Davide Castellano, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
Genetic Algorithm ,Mathematical optimization ,Unbalanced production systems ,Computer science ,Process (engineering) ,Heuristic (computer science) ,Mechanical Engineering ,Distributed computing ,Work in process ,Industrial and Manufacturing Engineering ,Computer Science Applications ,Set (abstract data type) ,Unbalanced production system ,Control and Systems Engineering ,Genetic algorithm ,POLCA ,Production (economics) ,m-CONWIP ,Simulation ,Industrial and production engineering ,Throughput (business) ,Software - Abstract
The present work is meant to show the effective capability of optimizing an unbalanced Paired-Cell Overlapping Loops of Cards with Authorization (POLCA)-controlled production system by means of a heuristic algorithm. This objective is suggested by the fact that one of the most significant issues when using card-driven production control systems is represented by the optimized setting of the large number of cards within the control loops. This is particularly true in the case of unbalanced systems, where the number of cards may vary significantly among the different loops. Little law is usually adopted in literature to infer this number from historical data, but the obtained number is usually far from the optimum. Indeed, in real-world applications, the systems to be controlled are designed to process units with very different routings, each with different probability to occur. In all these situations, they result particularly difficult to set correctly. To this aim, in the present work a Genetic Algorithm is used. The objective is that of finding the correct number of cards and to reduce the overall Total Throughput Time and the average Work In Process. The proposed approach may provide a valid support tool to overcome these limitations, making the most of POLCA capabilities in many manufacturing configurations.
- Published
- 2013
24. Joint-Replenishment Problem under stochastic demands with backorders-lost sales misture, controllable lead times and investment to reduce the major ordering cost
- Author
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Marco Frosolini, Davide Castellano, Marcello Braglia, Braglia, M, Castellano, D, and Frosolini, M
- Subjects
Marketing ,Optimization ,Mathematical optimization ,Lost sales ,021103 operations research ,Inventory, JRP, Stochastic, Optimization, Heuristics ,Computer science ,Strategy and Management ,05 social sciences ,Inventory ,0211 other engineering and technologies ,02 engineering and technology ,Function (mathematics) ,Management Science and Operations Research ,Investment (macroeconomics) ,Expression (mathematics) ,Management Information Systems ,Stochastic ,Lead (geology) ,0502 economics and business ,Heuristics ,JRP ,Joint (audio engineering) ,050203 business & management - Abstract
In this paper, we study the periodic-review stochastic Joint-replenishment Problem (JRP), with backorders-lost sales mixtures, controllable lead times, and investment to reduce the major ordering cost. The purpose is to determine a strict cyclic replenishment policy, the length of lead times, and the major ordering cost that minimize the total system cost. We first present an effective heuristic algorithm to approach the problem. However, results illustrate how computationally expensive the algorithm would be for a practical application. Hence, we then propose an efficient and more practically applicable solution procedure. In particular, approximating part of the cost function with its second-order Taylor series expansion, we obtain an expression that resembles the deterministic cost structure. Therefore, the problem can be approached exploiting a standard algorithm suitable for the deterministic JRP. Numerical tests compare the performances of the algorithms developed and show that the approximated approach is actually promising for a practical application.
- Published
- 2016
25. A novel approach to safety stock management in a coordinated supply chain with controllable lead time using present value
- Author
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Davide Castellano, Marco Frosolini, Marcello Braglia, Braglia, M, Castellano, D, and Frosolini, M
- Subjects
0209 industrial biotechnology ,021103 operations research ,Present value ,Operations research ,Stockout ,Supply chain ,0211 other engineering and technologies ,Approximation algorithm ,02 engineering and technology ,Present Value ,JELS ,inventory ,controllable lead time ,approximation ,safety stock ,Management Science and Operations Research ,General Business, Management and Accounting ,Time value of money ,020901 industrial engineering & automation ,Safety stock ,Modeling and Simulation ,Service level ,Economics ,Lead time - Abstract
This paper considers the management of safety stock in a coordinated single-vendor single-buyer supply chain under continuous review and Gaussian lead-time demand. The lead time is supposed controllable, and shortages are not allowed. We follow the present value criterion by considering both inflation and time value of money. Our aim is to present a novel approach to optimizing the safety stock in such system. Under the conditions considered, the safety stock is typically determined according to the value assigned to the safety factor, which is thus treated as a parameter of the model, and not as a decision variable. In this paper, we take a different perspective by putting the order quantity and the safety factor in functional dependence through the adoption of a specific parameter. More precisely, we express the service level as a function of the number of admissible stockouts per time unit and the order quantity. This allows optimizing the safety stock taking into account the constraint on the number of admissible stockouts per time unit. We present both exact and approximated minimization algorithms. Numerical examples are finally shown to illustrate the effectiveness of the approximation algorithm, and to investigate the sensitivity of the model with respect to variations in some fundamental parameters. Copyright © 2015 John Wiley & Sons, Ltd.
- Published
- 2016
26. Approximated closed-form minimum-cost solutions to the (S - 1, S) policy with complete backordering
- Author
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Davide Castellano, Marcello Braglia, Marco Frosolini, Braglia, M, Castellano, D, and Frosolini, M
- Subjects
Mathematical optimization ,Gaussian ,Logistic function ,General Decision Sciences ,Value (computer science) ,Gaussian lead-time demand ,Nonlinear programming ,inventory ,Normal distribution ,symbols.namesake ,Decision variables ,Simple (abstract algebra) ,Modeling and Simulation ,symbols ,Economics ,S) policy ,Constant (mathematics) ,Approximation ,(S-1 - Abstract
In this paper, we consider the continuous review (S − 1, S) policy with complete backordering, deterministic and constant lead-time, and with a Poissonian lead-time demand. Moreover, we take into account two different expressions of the total expected cost depending on the customer-service criterion adopted. First, we approximate the Poissonian lead-time demand with a well-suited Gaussian random variable. Although this system can be easily solved with a simple algorithmic approach, it is interesting to be aware of the direct analytical functional relationship between the optimal value of the decision variable and the parameters of the model. Hence, the second step consists in providing some approximated closed-form minimum-cost solutions for both cost models considered under a Gaussian lead-time demand. An extensive numerical study is finally shown to characterise the precision achieved by the approximations developed.
- Published
- 2016
27. A study on the importance of selection rules within unbalanced MTO POLCA-controlled production systems
- Author
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Davide Castellano, Marcello Braglia, Marco Frosolini, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
Engineering ,Workstation ,Build to order ,Process (engineering) ,Real-time computing ,Industrial and Manufacturing Engineering ,selection rule ,law.invention ,law ,Production (economics) ,POLCA ,Throughput (business) ,Selection (genetic algorithm) ,Make-to-Order system ,business.industry ,unbalanced production systems ,Make-to-Order systems ,selection rules ,workload control ,simulation ,Reliability engineering ,unbalanced production system ,Control and Systems Engineering ,Production control ,Routing (electronic design automation) ,business - Abstract
The present paper is aimed at investigating, through simulation, the behaviour of the POLCA method when a Make-to-Order (MTO) production system is highly unbalanced, in terms of both routings and times. In particular, the study is addressed to verify (i) the effective capability of the POLCA method to improve the uncontrolled system and (ii) the impact of how orders are processed at each workstation, to show that POLCA performance can be further improved in such circumstances by adopting an appropriate selection rule. Germs and Riezebos (2010) proved that POLCA is very effective in reducing the Total Throughput Time (TTT) with respect to the corresponding unconstrained production systems. Owing to this, it appears evident that POLCA represents a valuable and effective Make-to-Order (MTO) production control method. However, they only considered balanced systems, hence some observations must be carefully addressed. In fact, often, in real world applications, the systems to be controlled are designed to process units with very different routings, each with significantly different probability to occur.
- Published
- 2015
28. A note on 'A Multiple-Vendor Single-Buyer Integrated Inventory Model With a Variable Number of Vendors'
- Author
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Davide Castellano, Marco Frosolini, Marcello Braglia, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
Mathematical optimization ,Supply chain management ,General Computer Science ,Total cost ,Vendor ,General Engineering ,Supply Chain Management ,Technical note ,Function (mathematics) ,Inventory management ,Convexity ,Suppliers selection ,Set (abstract data type) ,Logistic approximation ,Joint Economic Lot Size ,Discontinuity (linguistics) ,Economics - Abstract
In this technical note, an alternative solution procedure to the model that Glock (2011) developed is presented. In particular, we take into account the same assumptions, but the total cost function is reformulated, i.e., the step-type discontinuity is replaced by a logistic approximation and the total costs of the system are computed on the whole set of preselected suppliers. Subsequently, we show that the total cost function possesses some properties in terms of convexity and continuity that allow the exploitation of standard constrained nonlinear minimization algorithms. Finally, tests conducted on the same set of problems that Glock (2011) originally considered illustrate the good performances of the solution procedure developed in this note.
- Published
- 2014
29. Computer-Aided Activity Planning (CAAP) in Large-Scale Projects With an Application in the Yachting Industry
- Author
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Davide Castellano, Marcello Braglia, Marco Frosolini, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
Yachting ,Engineering ,General Computer Science ,business.industry ,Shipbuilding ,Project planning ,Computer-Aided Activity Planning ,Outfitting ,General Engineering ,Shipyard ,Modular design ,Configurator ,Software ,Computer-aided ,Systems engineering ,business ,Software engineering - Abstract
The present paper provides the schema for an innovative and modular computer-based approach to the planning of activities in large-scale projects. Such projects are characterized by tens of thousands of tasks, which are consequently burdensome and difficult to plan manually. This is true to the point that in many shipyards only a low level of detail is used and poor planning is generally performed. The proposed approach is called computer-aided activity planning (CAAP), and an application in the yachting industry is shown to demonstrate its effectiveness. In particular, the so-called outfitting planning problem is faced. The CAAP system, taking into account the available shipyard resources and the knowledge on the building rules is able to automatically define, sequence, and schedule the activities of the whole outfitting process acting as a “planning configurator”. Moreover, it allows the industry-specific knowledge to be stored, maintained and shared within the (extended) organization. Owing to these “building blocks”, plans can be defined accurately and in a shorter time starting from pre-defined templates, with particular impact on lead times whenever variations to complex projects are needed. Finally, to verify the actual capabilities of the approach, the CAAP was implemented within a prototypical software called NautiCAAP.
- Published
- 2014
30. Safety Stock Management in Single Vendor-Single Buyer Problem under VMI with Consignment Stock Agreement
- Author
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Marcello Braglia, Marco Frosolini, Davide Castellano, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
Economics and Econometrics ,Mathematical optimization ,Vendor ,Total cost ,Stockout ,vendor managed inventoy ,Logistic function ,Safety stock cost ,consignment stock ,Management Science and Operations Research ,General Business, Management and Accounting ,Industrial and Manufacturing Engineering ,Safety stock ,Joint Economic Lot Size ,Service level ,Vendor-managed inventory ,Operations management ,Standard normal table ,Consignment stock ,Mathematics - Abstract
In this paper a new analytical approach to safety stock management, within single buyer–single vendor framework under VMI with consignment agreement, is presented. In particular, the cost of the safety stock is evaluated adopting a logistic approximation of the standard normal cumulative distribution. The service level is put in relation to the dimension of the single shipment, to the average demand on the buyer and to the number of admissible stockouts. Once the mean joint total cost function is defined, on the basis of the model of Braglia and Zavanella, (2003. Int. J. Prod. Res. 41, 3793–3808) modified according to Braglia et al. (2014. Int. J. Logist. Syst. Manage. forthcoming 2014), a minimum cost solution (within a predefined domain) is derived. Moreover, a numerical study is carried out. First, a sensitivity analysis is shown. Then, the model of Braglia and Zavanella, (2003. Int. J. Prod. Res. 41, 3793–3808), in its original expression, is compared with both Hill (1997. Eur. J. Oper. Res. 97, 493–499), Hill (1999. Int. J. Prod. Res. 37, 2463–2475) and Hill and Omar (2006. Int. J. Prod. Res. 44, 791–800). In particular, the comparison considers the equal-sized shipments case without delayed deliveries taking into account different reciprocal values for the stockholding costs.
- Published
- 2014
31. An Integer Linear Programming Approach to Maintenance Strategies Selection
- Author
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Davide Castellano, Marco Frosolini, Marcello Braglia, Braglia, M, Castellano, D, and Frosolini, M
- Subjects
Engineering ,FMECA ,Integer linear programming ,Reliability centered maintenance ,Operations research ,business.industry ,Strategy and Management ,Optimal maintenance ,General Business, Management and Accounting ,Priority Number ,Reliability engineering ,Task (project management) ,Reduction (complexity) ,Set (abstract data type) ,Failure mode, effects, and criticality analysis ,business ,Integer programming ,Selection (genetic algorithm) - Abstract
Purpose – The purpose of this paper is to present a reliability centered maintenance (RCM) embedded integer linear programming approach (suited to the budget monetary resources allocation task) to the maintenance strategies mix selection for an industrial plant equipment. Design/methodology/approach – The developed approach allows to determine the optimal maintenance strategies mix for a set of equipment in a more quantitative way than the classic RCM approach. The proposed model takes into account, for each potential failure determined using the FMECA and for each admissible strategy, the costs and the potential risk priority number (RPN) reduction. Finally, an industrial case concerning an Italian paper-mill plant is reported to demonstrate the effectiveness of the approach presented. Findings – The paper finds that the application of the proposed approach allows to optimally allocate the budget monetary resources, determining which suitable maintenance practice apply to each failure, taking into account the costs of each strategy and the potential reduction of the RPN. Practical implications – The proposed model permits to assign (during the budget monetary resources allocation task) to each failure the optimal strategy, among a set of suitable maintenance practices, considering the costs and the estimated RPN reduction. Originality/value – The paper proposes a completely new RCM embedded approach to the maintenance strategies selection, in order to optimally allocate the budget monetary resources. This model overcomes the limits of the traditional RCM approach, taking into account quantitative aspects, i.e. the compatibility constraint between failures and policies, the maintenance strategies costs, and the RPN estimated reduction.
- Published
- 2013
32. Stochastic theory of tool life - theoretical developments on the injury theory
- Author
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Davide Castellano, Marcello Braglia, Marco Frosolini, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
Numerical Analysis ,Distribution (number theory) ,Stochastic modelling ,Computer science ,business.industry ,Process (engineering) ,Applied Mathematics ,Tool Life ,Injury rate ,Wear ,Cover (topology) ,Modeling and Simulation ,Stochastic Models ,Tool management ,Calculus ,Injury theory ,Stochastic theory ,Artificial intelligence ,Tool Management ,business ,Stochastic Model ,Event (probability theory) - Abstract
This paper aims at presenting a revisited and extended version of the injury theory, originally developed by Ramalingam and Watson (1977) and Ramalingam (1977). This theory allows deriving tool-life distributions when either a single catastrophic event or a gradual and cumulative wear process terminates the tool useful life. Since these models cover great importance in tool-life modelling, this paper would contribute in this direction with further observations and results, giving special attention to the mathematical formulation. In particular, besides deriving known results following a different approach, we extend the theory to the case of multiple machines with both single- and multi-tool configurations. Moreover, as examples we derive different expressions of the tool-life distribution in the cases studied related to particular formulations of the injury rate.
- Published
- 2014
33. A note concerning physical space occupation costs in vendor managed inventory with consignment agreement models
- Author
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Davide Castellano, Marco Frosolini, Marcello Braglia, Braglia, M., Castellano, D., and Frosolini, M.
- Subjects
inventory holding cost ,Information Systems and Management ,Stock level ,Operations research ,business.industry ,Holding cost ,consignment stock ,Management Science and Operations Research ,Management Information Systems ,Component (UML) ,Physical space ,Value (economics) ,Vendor-managed inventory ,Consignment ,Operations management ,vendor managed inventory ,business ,JELS ,Consignment stock - Abstract
A new analytic formulation of the Vendor Managed Inventory with consignment agreement is proposed. It represents a modified and more realistic version of the model proposed in Braglia and Zavanella (2003). The evaluation of the stockholding related costs is herewith substantially revisited to consider the requirements of a standard VMI relationship with consignment agreement. In particular, the physical space occupation cost held by the buyer is introduced as a component of the overall holding cost and is referred to the maximum stock level, rather than to the average value, as proposed in the past literature. Finally, an implicit analytical solution is given and compared to the original one obtained by Braglia and Zavanella (2003).
- Published
- 2014
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