36 results on '"Input allocation"'
Search Results
2. Recycled and non-recycled exhaustible resource: an optimal control strategy for input allocation.
- Author
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Bertarelli, Silvia, Lodi, Chiara, and Ragni, Stefania
- Subjects
NONRENEWABLE natural resources ,OPTIMAL control theory ,SUSTAINABLE development ,TIME perspective ,ECONOMIC expansion - Abstract
The United Nations aim to perform a transition toward a sustainable environment where people can live by decoupling economic growth from resource use. Through the definition of the Agenda 2030 and the corresponding sustainable development goals, this transition asks for a lower dependence on non-renewable resources and for the use of recycled materials in a finite term perspective. In this respect, we provide an optimal control model which searches for an efficient allocation of labor between non-recycling and recycling sectors exploiting a given non-renewable resource. The optimization process is carried out over a finite time horizon in accordance with the need of rapidly achieving the targets imposed by the ecological transition. By employing the classical tools of optimal control theory, a complete theoretical analysis of the model well-posedness is developed under the assumption of linear production in both sectors. The approach is applied in order to simulate a hypothetical test case. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
3. Current Limit Avoidance Algorithms for DEMO Operation.
- Author
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di Grazia, Luigi Emanuel, Frattolillo, Domenico, De Tommasi, Gianmaria, and Mattei, Massimiliano
- Subjects
- *
FUSION reactors , *MAGNETIC control , *PLASMA confinement , *NUCLEAR fusion , *TOKAMAKS , *CONSTRAINED optimization - Abstract
Tokamaks are the most promising devices to prove the feasibility of energy production using nuclear fusion on Earth which is foreseen as a possible source of energy for the next centuries. In large tokamaks with superconducting poloidal field (PF) coils, the problem of avoiding saturation of the currents is of paramount importance, especially for a reactor such as the European demonstration fusion power plant DEMO. Indeed, reaching the current limits during plasma operation may cause a loss of control of the plasma shape and/or current, leading to a major disruption. Therefore, a current limit avoidance (CLA) system is essential to assure safe operation. Three different algorithms to be implemented within a CLA system are proposed in this paper: two are based on online solutions of constrained optimization problems, while the third one relies on dynamic allocation. The performance assessment for all the proposed solutions is carried out by considering challenging operation scenarios for the DEMO reactor, such as the case where more than one PF current simultaneously saturates during the discharge. An evaluation of the computational burden needed to solve the allocation problem for the various proposed alternatives is also presented, which shows the compliance of the optimization-based approaches with the envisaged deadlines for real-time implementation of the DEMO plasma magnetic control system. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
4. Independent Position and Attitude Control on Multirotor Aerial Platforms
- Author
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Ruan, Lecheng
- Subjects
Mechanical engineering ,6 DoF control ,convex formulation ,input allocation ,multirotor ,underactuation ,wall perching - Abstract
Multirotor aerial platforms have obtained growing attentions in industry and academia, for its simplicity in mechanical structure, agility in maneuverability and ability for vertical take-off and landing (VTOL). Conventional multirotor has underactuated dynamics, and can not be fully controlled in 6 Degree-of-Freedom (DoF). In fact, only its three-dimensional position and yaw angle, called the flat outputs, can be controlled independently. However, for certain applications, such as perching on a vertical vertical wall or flying in a narrow space, the the non-flat outputs, the roll and pitch angles, are independently specified from the position requirements at some particular time. These tasks require the independent control of position and attitude at least partially for certain instants, and are generally challenging for multirotor platforms.This dissertation addresses this issue in two aspects. Firstly, an algorithm is designed for the conventional quadcopter platforms to generate trajectories for tasks with requirements on both position and attitude. It is formulated as an optimization, and converted into a series of convex problems to solve. Constraints on dynamics, space limitations, inputs and states are explicitly included. The algorithm is verified numerically on the task of quadcopter perching at the specified location on a vertical wall.Secondly, a fully actuated multirotor aerial platform is proposed. Commercial quadcopters and passive hinges are used to generate tiltable thrust vectors during flight. This platform has a salient feature for mechanical simplicity, as it does not require additional actuators to control the directions of thrust vectors. A controller for the proposed multirotor platform is designed to enable independent control of position and attitude.The proposed multirotor platform has overactuation in dynamics, which renders a redundancy of 2 DoF for inputs. A new controller is proposed, under which the input allocation scheme searches within this redundancy for smaller thrust forces required to hover at different attitudes. The range of achievable attitudes is enlarged under this new scheme compared with the previously proposed controller, under the same thrust saturation limit for the platform actuators. These controllers are validated with both simulation and experiments and demonstrated by the proposed multirotor aerial platform hovering at non-horizontal attitudes, or tracking independent trajectories for position and attitude simultaneously.
- Published
- 2020
5. Risk preference of farmers and production input allocation of potato farming in Tengger highland, Indonesia.
- Author
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Mamilianti, Wenny, Hanani, Nuhfil, Mustadjab, Moch. Muslich, and Asmara, Rosihan
- Subjects
- *
POTATO growing , *UPLANDS , *VOLCANIC eruptions , *GOVERNMENT policy - Abstract
The risks in the farming sector commonly come from the climate changes and variation conditions of environment. Potatoes are the major commodity produced by famers in the high areas where high risks often occur due to the natural disasters such as erosion and volcanic eruptions. Farmers in the highland area of Tengger are hereditary farmers who have more than 20 years of potato farming experiences. However, these experiences do not ensure that they can manage the risks faced. This study aims to discover the risk preferences of potato farmers in the Tengger highland and the decision to allocate their production inputs based on the risk preferences. The analysis method employed in this study followed the risk function model developed by Just and Pope (1979). The observation area was divided into two including the highland at an altitude of more than 1900 masl and that at an altitude of 1000 masl - 1400 masl. Total respondents were 160 farmers selected by random sampling. The results indicate that the farmers of an altitude of more than 1900 masl are mostly risk takers and those in the lower level area (1000 masl - 1400 masl) are risk averse farmers. The use of seed inputs increases the risk even though farmers tend to dare to use seeds because of the thought to increase the productivity. The result of this study implies that government policies are needed in order that the risk averse farmers can increase productivity and profits. [ABSTRACT FROM AUTHOR]
- Published
- 2019
6. The relation between input-output transformation and gastrointestinal nematode infections on dairy farms
- Author
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M. van der Voort, J. Van Meensel, L. Lauwers, G. Van Huylenbroeck, and J. Charlier
- Subjects
data envelopment analysis ,cluster analysis ,Ostertagia ostertagi ,input allocation ,technical efficiency ,Animal culture ,SF1-1100 - Abstract
Efficiency analysis is used for assessing links between technical efficiency (TE) of livestock farms and animal diseases. However, previous studies often do not make the link with the allocation of inputs and mainly present average effects that ignore the often huge differences among farms. In this paper, we studied the relationship between exposure to gastrointestinal (GI) nematode infections, the TE and the input allocation on dairy farms. Although the traditional cost allocative efficiency (CAE) indicator adequately measures how a given input allocation differs from the cost-minimising input allocation, they do not represent the unique input allocation of farms. Similar CAE scores may be obtained for farms with different input allocations. Therefore, we propose an adjusted allocative efficiency index (AAEI) to measure the unique input allocation of farms. Combining this AAEI with the TE score allows determining the unique input-output position of each farm. The method is illustrated by estimating efficiency scores using data envelopment analysis (DEA) on a sample of 152 dairy farms in Flanders for which both accountancy and parasitic monitoring data were available. Three groups of farms with a different input-output position can be distinguished based on cluster analysis: (1) technically inefficient farms, with a relatively low use of concentrates per 100 l milk and a high exposure to infection, (2) farms with an intermediate TE, relatively high use of concentrates per 100 l milk and a low exposure to infection, (3) farms with the highest TE, relatively low roughage use per 100 l milk and a relatively high exposure to infection. Correlation analysis indicates for each group how the level of exposure to GI nematodes is associated or not with improved economic performance. The results suggest that improving both the economic performance and exposure to infection seems only of interest for highly TE farms. The findings indicate that current farm recommendations regarding GI nematode infections could be improved by also accounting for the allocation of inputs on the farm.
- Published
- 2016
- Full Text
- View/download PDF
7. A Decoupling Scheme for Force Control in Cooperative Multi-Robot Manipulation Tasks
- Author
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Luca De Pascali, Sebastian Erhart, Luca Zaccarian, Biral Francesco, Sandra Hirche, Dipartimento di Ingegneria Industriale [Trento], University of Trento [Trento], Technische Universität Munchen - Université Technique de Munich [Munich, Allemagne] (TUM), Équipe Méthodes et Algorithmes en Commande (LAAS-MAC), Laboratoire d'analyse et d'architecture des systèmes (LAAS), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT), and ANR-18-CE40-0010,HANDY,Systèmes Dynamiques Hybrides et en Réseau(2018)
- Subjects
Internal Forces ,Input Allocation ,Impedance Control ,Cooperative Manipulation ,Interaction Dynamics ,[SPI.AUTO]Engineering Sciences [physics]/Automatic - Abstract
International audience; The internal forces and torques arising in cooperative manipulators ensembles are the grasp forces/torques and it is obviously desirable to control them. We present a novel approach that describes the internal loading as the interaction forces/torques arising in a multi-body system formed by multiple manipulators that behave like a formation of robots. We show that these quantities belong to the null space of the grasp matrix, thus they do not affect the dynamics of the object. The main contribution of this paper is a decoupling control scheme for tracking the internal and the motion-inducing forces and torques in a physically consistent way. The scheme is based on a physically and mathematically consistent model of the dynamics of the constrained interaction.
- Published
- 2022
- Full Text
- View/download PDF
8. Coordination efficiency in multi-output settings: a DEA approach.
- Author
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Cherchye, Laurens, De Rock, Bram, and Hennebel, Veerle
- Subjects
- *
DECISION making , *UNIVERSITIES & colleges , *PUBLIC institutions , *INDUSTRIAL efficiency , *INDUSTRIAL management - Abstract
We extend a recently developed methodology for measuring the efficiency of Decision Making Units in the case of multiple inputs and outputs. The methodology accounts for economies of scope through the use of joint inputs, and explicitly includes information about the allocation of inputs to particular outputs. We focus on possible efficiency gains by reallocating inputs across outputs. We introduce a measure of coordination efficiency, which captures these efficiency gains. We demonstrate the practical usefulness of our methodology through an efficiency analysis of education and research conducted at US universities. [ABSTRACT FROM AUTHOR]
- Published
- 2017
- Full Text
- View/download PDF
9. The relation between input-output transformation and gastrointestinal nematode infections on dairy farms.
- Author
-
van der Voort, M., Van Meensel, J., Lauwers, L., Van Huylenbroeck, G., and Charlier, J.
- Abstract
Efficiency analysis is used for assessing links between technical efficiency (TE) of livestock farms and animal diseases. However, previous studies often do not make the link with the allocation of inputs and mainly present average effects that ignore the often huge differences among farms. In this paper, we studied the relationship between exposure to gastrointestinal (GI) nematode infections, the TE and the input allocation on dairy farms. Although the traditional cost allocative efficiency (CAE) indicator adequately measures how a given input allocation differs from the cost-minimising input allocation, they do not represent the unique input allocation of farms. Similar CAE scores may be obtained for farms with different input allocations. Therefore, we propose an adjusted allocative efficiency index (AAEI) to measure the unique input allocation of farms. Combining this AAEI with the TE score allows determining the unique input-output position of each farm. The method is illustrated by estimating efficiency scores using data envelopment analysis (DEA) on a sample of 152 dairy farms in Flanders for which both accountancy and parasitic monitoring data were available. Three groups of farms with a different input-output position can be distinguished based on cluster analysis: (1) technically inefficient farms, with a relatively low use of concentrates per 100 l milk and a high exposure to infection, (2) farms with an intermediate TE, relatively high use of concentrates per 100 l milk and a low exposure to infection, (3) farms with the highest TE, relatively low roughage use per 100 l milk and a relatively high exposure to infection. Correlation analysis indicates for each group how the level of exposure to GI nematodes is associated or not with improved economic performance. The results suggest that improving both the economic performance and exposure to infection seems only of interest for highly TE farms. The findings indicate that current farm recommendations regarding GI nematode infections could be improved by also accounting for the allocation of inputs on the farm. [ABSTRACT FROM AUTHOR]
- Published
- 2016
- Full Text
- View/download PDF
10. Reaction Wheels Desaturation Using Magnetorquers and Static Input Allocation.
- Author
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Tregouet, Jean-Francois, Arzelier, Denis, Peaucelle, Dimitri, Pittet, Christelle, and Zaccarian, Luca
- Subjects
ACTUATORS ,LOW earth orbit satellites ,MOMENTUM (Mechanics) ,AEROSPACE engineering ,LYAPUNOV functions ,ANGULAR velocity ,TORQUE - Abstract
Considering the most widely spread configuration of actuators for low orbit satellites, namely a set of reaction wheels and set of magnetorquers, we revisit the classical cross-product control law solution for achieving attitude stabilization and momentum dumping. We show how the classical solution has a quasi-cascade structure that, under a suitable input-to-state (ISS) assumption, can be stabilized by high gain, thereby making the actuators more inclined to saturate. Motivated by this, we propose a revisited version of this control law that transforms the quasi-cascade into a real cascade. Then, we show that both strategies are such that the attitude control is affected by the momentum dumping, and that they both require a suitable ISS property. To overcome these drawbacks, we propose a new allocation-based controller, which makes the attitude dynamics completely independent of the momentum dumping and induces global asymptotic stability without any ISS requirement. Several formal statements and simulation results support our discussions and highlight the pros and cons of the different control strategies. [ABSTRACT FROM PUBLISHER]
- Published
- 2015
- Full Text
- View/download PDF
11. First experimental results with the Current Limit Avoidance System at the JET tokamak.
- Author
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De Tommasi, G., Galeani, S., Jachmich, S., Joffrin, E., Lennholm, M., Lomas, P.J., Neto, A.C., Maviglia, F., McCullen, P., Pironti, A., Rimini, F.G., Sips, A.C.C., Varano, G., Vitelli, R., and Zaccarian, L.
- Subjects
- *
TOKAMAKS , *PLASMA gases , *CONSTRAINTS (Physics) , *NUCLEAR physics experiments , *FUSION reactors - Abstract
Abstract: The Current Limit Avoidance System (CLA) has been recently deployed at the JET tokamak to avoid current saturations in the poloidal field (PF) coils when the eXtreme Shape Controller is used to control the plasma shape. In order to cope with the current saturation limits, the CLA exploits the redundancy of the PF coils system to automatically obtain almost the same plasma shape using a different combination of currents in the PF coils. In the presence of disturbances it tries to avoid the current saturations by relaxing the constraints on the plasma shape control. The CLA system has been successfully implemented on the JET tokamak and fully commissioned in 2011. This paper presents the first experimental results achieved in 2011–2012 during the restart and the ITER-like wall campaigns at JET. [Copyright &y& Elsevier]
- Published
- 2013
- Full Text
- View/download PDF
12. Estimating input allocation from heterogeneous data sources: A comparison of alternative estimation approaches.
- Author
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Louhichi, Kamel, Jacquet, Florence, and Butault, Jean Pierre
- Abstract
This paper proposes the use of the Generalized Maximum Entropy (GME) method to estimate input allocation in multi-crop systems using heterogeneous data sources (farm accountancy data and cropping practices survey data). The aim is to explore the role of well-defined a priori information in improving the accuracy of GME estimation. The performance of the GME method is compared afterward to a Bayesian approach--Highest Posterior Density (HPD)--to assess their accuracy when reliable non-sample (prior) information is used and investigate their usefulness for reconciling heterogeneous data sources. Both approaches are applied to a given set of farm accounting data which reports information on input allocation between alternative input uses. The estimation results show that the use of well-defined prior information from external data source improves GME estimates even though this performance is not always significant. It also appears that the Bayesian (HPD) approach could be a good alternative to the GME estimator. HPD provides results that are close to the GME method with the advantage of a straightforward and transparent implementation of the a priori information. [ABSTRACT FROM AUTHOR]
- Published
- 2012
13. Plasma Position and Elongation Regulation at FTU Using Dynamic Input Allocation.
- Author
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Boncagni, Luca, Galeani, Sergio, Granucci, Gustavo, Varano, Gianluca, Vitale, Vincenzo, and Zaccarian, Luca
- Subjects
BANDWIDTHS ,ACTUATORS ,RESOURCE management ,TOKAMAKS ,ELECTROMAGNETS ,NUCLEAR fusion ,NONLINEAR theories ,SIMULATION methods & models - Abstract
In this paper we employ and extend the dynamic allocation theory first presented in a recent work by the last author, L. Zuccarian, to guarantee asymptotic tracking of a prescribed elongation of the plasma cross section in the Frascati Tokamak Upgrade (FTU). This task is hard to accomplish because it can only be achieved using the so-called F poloidal coil, a high bandwidth actuator needed to perform high performance horizontal plasma position regulation. Another actuator, the V poloidal coil, could be used for this positioning task, but its bandwidth is insufficient. Using dynamic input allocation it is possible to hierarchically achieve the two goals above by way of a nonlinear scheme suitably exploiting the two actuators: the high priority (fast) goal is the horizontal position regulation task, while the low priority (slow) goal is the elongation regulation. We present theoretical results supporting the proposed scheme, as well as simulations and experiments showing the effectiveness of the proposed solution. [ABSTRACT FROM PUBLISHER]
- Published
- 2012
- Full Text
- View/download PDF
14. Accounting for Heterogeneity in Multicrop Micro-Econometric Models: Implications for Variable Input Demand Modeling.
- Author
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Carpentier, Alain and Letort, Elodie
- Subjects
CROP rotation ,AGRICULTURE ,ECONOMETRIC models ,FARMS ,MATHEMATICAL models - Abstract
This article aims to show that if the farm sample under consideration is characterized by significant heterogeneity, recovering output-specific input uses or modeling farm-level input uses may be more complicated than previously recognized. The article theoretically investigates the problems implied by farm heterogeneity in input allocation equations and multicrop econometric models, proposes an empirically tractable solution for overcoming these problems, and assesses the empirical relevance of the theoretically identified problems. The results demonstrate that heterogeneity matters, but that the revealed heterogeneity bias has a limited impact on the empirical results. [ABSTRACT FROM AUTHOR]
- Published
- 2012
- Full Text
- View/download PDF
15. Experimental results on elongation control using dynamic input allocation at FTU
- Author
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Varano, G., Boncagni, L., Galeani, S., Granucci, G., Vitale, V., and Zaccarian, L.
- Subjects
- *
PLASMA confinement , *MAGNETIC fields , *MAGNETIC circuits , *NUCLEAR fusion , *FUSION reactors , *NUCLEAR engineering - Abstract
Abstract: We report on the experimental results related to a recently proposed control scheme for the regulation of plasma elongation using the poloidal field coils available at FTU, already used for the horizontal position control. The proposed technique allows to realize elongation regulation as a secondary task using the same poloidal coils. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
16. Performance assessment of a dynamic current allocator for the JET eXtreme Shape Controller
- Author
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Varano, G., Ambrosino, G., Tommasi, G.De, Galeani, S., Pironti, A., and Zaccarian, L.
- Subjects
- *
PERFORMANCE evaluation , *ELECTRIC currents , *TOKAMAKS , *REAL-time control , *NUCLEAR engineering , *NUCLEAR physics - Abstract
Abstract: This paper reports on a recently proposed dynamic allocation technique that can be effectively adopted to handle the current saturations of the Poloidal Field coils with the eXtreme Shape Controller. The proposed approach allows to automatically relax the plasma shape regulation when the reference shape requires current levels out of the available ranges, finding in real-time an optimal trade-off between shape control precision and currents saturation avoidance. In this paper the results attained during preliminary analysis are presented, showing the advantage arising from the use of the dynamic allocator, versus the bare use of the eXtreme Shape Controller. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
17. Nonlinear dynamic allocator for optimal input/output performance trade-off: Application to the JET tokamak shape controller
- Author
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De Tommasi, Gianmaria, Galeani, Sergio, Pironti, Alfredo, Varano, Gianluca, and Zaccarian, Luca
- Subjects
- *
NONLINEAR systems , *DEGREES of freedom , *STOCHASTIC convergence , *TOKAMAKS , *CONTROL theory (Engineering) , *TECHNICAL specifications - Abstract
Abstract: In this paper, we revisit the dynamic allocation scheme for input redundant plants proposed in . within a set-point regulation setting and propose generalizations that apply to cases where the plant under consideration is not input redundant but the control specifications allow us to modify the set-point regulation within certain bounds. In this case, the input allocator is extended to the nonredundant case by allowing it to improve the input allocation selection at the price of some output regulation error. We also establish here desirable convergence properties of the allocator, which were only addressed for the linear case in . In particular, we design the allocator dynamics as the gradient of a cost function and establish its convergence to the minimum of the cost function under some mild conditions. The allocation scheme is applied to the JET tokamak shape controller by illustrating its capabilities to enforce coil currents selections that tend to move away from the saturation limits within the allowable degrees of freedom. [Copyright &y& Elsevier]
- Published
- 2011
- Full Text
- View/download PDF
18. Using dynamic input allocation for elongation control at FTU
- Author
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Boncagni, L., Galeani, S., Granucci, G., Varano, G., Vitale, V., and Zaccarian, L.
- Subjects
- *
COMPUTER networks , *COMPUTER simulation , *QUASIANALYTIC functions , *PLASMA gases , *PLASMA devices - Abstract
Abstract: In this paper we exploit the dynamic allocation scheme for input redundant control systems proposed in to achieve elongation control on FTU (Frascati Tokamak Upgrade). The scheme first serves as a means for regulating the current in the F coils. Then, due to the quasi-static relationship between the plasma elongation and the F coils current, elongation control is achieved by suitably generalizing the allocation scheme. Both simulation and experimental results are reported. [ABSTRACT FROM AUTHOR]
- Published
- 2010
- Full Text
- View/download PDF
19. Dynamic allocation for input redundant control systems
- Author
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Zaccarian, Luca
- Subjects
- *
CONTROL theory (Engineering) , *COMPUTER input design , *ACTUATORS , *SIMULATION methods & models , *AUTOMATIC control systems , *MACHINE theory - Abstract
Abstract: In this paper we address control systems with redundant actuators and characterize the concepts of weak and strong input redundancy. Based on this characterization, we propose a dynamic augmentation to a control scheme which performs the plant input allocation with the goal of employing each actuator in a suitable way, based on its magnitude and rate limits. The proposed theory is first developed for redundant plants without saturation and then extended to the case of magnitude saturation first and of magnitude and rate saturation next. Several simulation examples illustrate the proposed technique and show its advantages for practical application. [Copyright &y& Elsevier]
- Published
- 2009
- Full Text
- View/download PDF
20. Trois essais sur le crédit bancaire et l'allocation des ressources
- Author
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Libert, Thibault, Paris Jourdan Sciences Economiques (PJSE), Université Paris 1 Panthéon-Sorbonne (UP1)-École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-École des hautes études en sciences sociales (EHESS)-École des Ponts ParisTech (ENPC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), École des hautes études en sciences sociales (EHESS), and Xavier Ragot
- Subjects
Microeconomic heterogeneity ,Bank credit ,Allocation des facteurs ,Input allocation ,[SHS.ECO]Humanities and Social Sciences/Economics and Finance ,Granularity ,Granularité ,Hétérogénéité microéconomique ,Productivity ,Productivité ,Crédit bancaire - Abstract
From a broad perspective, this thesis aims at exploring the extent to which microeconomic heterogeneity shapes the trends and fluctuations of aggregate outcomes, by focusing on bank credit, productivity, and the interaction between these two variables.The first part of the thesis is motivated by the weakness of the total factor productivity (TFP) growth observed post-crisis in most developed countries. It examines the evolution and characteristics of resource misallocation in the French manufacturing sector before, during, and after the Great Recession. The inefficiency of the input allocation dampened productivity growth in the lead-up to the crisis. It also accounts for a sizeable part of the disruptions observed during the Great Recession, with the interplay between labor and capital misallocation playing a major role. On the other hand, the post crisis slowdown appears to be mostly driven by the sluggishness of the firm-level TFP growth, rather than by a worsening of resource misallocation.The second part of the thesis examines how the granular structure of the loan distribution in France shapes the cyclicality of aggregate bank credit lent to non-financial corporations. Microeconomic credit shocks affecting the largest borrowers largely drive this comovement, while bank individual shocks do not contribute significantly. It suggests that at the macro level mechanisms specific to the granular borrowers dominate both the effect of the financial frictions constraining smaller firms and the bank lending channel. The high level of concentration on the borrower side also affects bank liquidity flows: it leads credit line takedowns to be less diversifiable and more synchronized.The third part of the thesis relates input allocation to credit allocation. It suggests that the propensity of banks to lend to healthy firms was significantly reduced during both the 2007-2009 crisis and the Eurozone crisis. As bank lending shocks affect firm-level real outcomes, this reduction contributed to decrease the investment gap between high-quality and low-quality firms, thereby directing capital input towards companies that were more risky and less productive. The surge in capital misallocation observed in time of crisis may therefore reflect disruptions affecting credit allocation.; De manière générale, cette thèse vise à évaluer dans quelle mesure l'hétérogénéité microéconomique influence les tendances et fluctuations des agrégats macroéconomiques, en particulier le crédit bancaire, la productivité et l'interaction entre ces deux variables.La première partie de la thèse est motivée par la faiblesse de la croissance de la productivité globale des facteurs observée post crise dans la plupart des pays développés. Cette partie étudie l'évolution et les caractéristiques de l'allocation des ressources dans le secteur manufacturier français avant, pendant et après la Grande Récession. L'inefficacité de l'allocation des facteurs a freiné la croissance de la productivité au cours de la décennie qui a précédé la crise. Elle explique également une part significative des fluctuations observées pendant la Grande Récession, l'interaction entre les inefficiences de l'allocation du facteur capital et du facteur travail jouant un rôle majeur. Par ailleurs, le ralentissement post crise semble être principalement dû à l'atonie de la croissance de la productivité individuelle des firmes, plutôt qu'à une détérioration de l'efficacité de l'allocation des ressources.La deuxième partie de la thèse étudie comment la structure granulaire de la distribution des prêts aux entreprises en France façonne le caractère cyclique du crédit bancaire agrégé. Les chocs de crédit microéconomiques affectant les plus gros emprunteurs sont pour une large part à l'origine de cette corrélation, alors que les chocs individuels spécifiques aux banques n'y contribuent pas de manière significative. Cela suggère qu'au niveau macroéconomique les mécanismes propres aux emprunteurs granulaires dominent l'effet des frictions financières qui pourraient contraindre les entreprises plus petites, ainsi que le canal du bilan des banques. La forte concentration observée dans la distribution des emprunteurs affecte également les flux de liquidité des banques: elle restreint la diversification et conduit à une synchronisation accrue des lignes de crédit.La troisième partie de la thèse relie la répartition des facteurs à l'allocation du crédit. Cette partie suggère que la propension des banques à prêter à des entreprises saines a été significativement réduite tant pendant la crise de 2007-2009 que pendant la crise de la zone Euro. Les chocs bancaires impactent l'activité réelle des entreprises; cette réduction a ainsi contribué à diminuer l'écart d'investissement entre les entreprises de bonne qualité et celles de qualité inférieure, ce qui a eu tendance à orienter le facteur capital vers des firmes qui étaient plus risquées et moins productives. L'augmentation soudaine des inefficiences liées à une mauvaise allocation du capital observée en temps de crise peut donc refléter des perturbations affectant l'allocation du crédit.
- Published
- 2019
21. Three Essays on Bank Credit and Resource Allocation
- Author
-
Libert, Thibault, Paris Jourdan Sciences Economiques (PJSE), Université Paris 1 Panthéon-Sorbonne (UP1)-École normale supérieure - Paris (ENS Paris), Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-École des hautes études en sciences sociales (EHESS)-École des Ponts ParisTech (ENPC)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), École des hautes études en sciences sociales (EHESS), and Xavier Ragot
- Subjects
Microeconomic heterogeneity ,Bank credit ,Allocation des facteurs ,Input allocation ,[SHS.ECO]Humanities and Social Sciences/Economics and Finance ,Granularity ,Granularité ,Hétérogénéité microéconomique ,Productivity ,Productivité ,Crédit bancaire - Abstract
From a broad perspective, this thesis aims at exploring the extent to which microeconomic heterogeneity shapes the trends and fluctuations of aggregate outcomes, by focusing on bank credit, productivity, and the interaction between these two variables.The first part of the thesis is motivated by the weakness of the total factor productivity (TFP) growth observed post-crisis in most developed countries. It examines the evolution and characteristics of resource misallocation in the French manufacturing sector before, during, and after the Great Recession. The inefficiency of the input allocation dampened productivity growth in the lead-up to the crisis. It also accounts for a sizeable part of the disruptions observed during the Great Recession, with the interplay between labor and capital misallocation playing a major role. On the other hand, the post crisis slowdown appears to be mostly driven by the sluggishness of the firm-level TFP growth, rather than by a worsening of resource misallocation.The second part of the thesis examines how the granular structure of the loan distribution in France shapes the cyclicality of aggregate bank credit lent to non-financial corporations. Microeconomic credit shocks affecting the largest borrowers largely drive this comovement, while bank individual shocks do not contribute significantly. It suggests that at the macro level mechanisms specific to the granular borrowers dominate both the effect of the financial frictions constraining smaller firms and the bank lending channel. The high level of concentration on the borrower side also affects bank liquidity flows: it leads credit line takedowns to be less diversifiable and more synchronized.The third part of the thesis relates input allocation to credit allocation. It suggests that the propensity of banks to lend to healthy firms was significantly reduced during both the 2007-2009 crisis and the Eurozone crisis. As bank lending shocks affect firm-level real outcomes, this reduction contributed to decrease the investment gap between high-quality and low-quality firms, thereby directing capital input towards companies that were more risky and less productive. The surge in capital misallocation observed in time of crisis may therefore reflect disruptions affecting credit allocation.; De manière générale, cette thèse vise à évaluer dans quelle mesure l'hétérogénéité microéconomique influence les tendances et fluctuations des agrégats macroéconomiques, en particulier le crédit bancaire, la productivité et l'interaction entre ces deux variables.La première partie de la thèse est motivée par la faiblesse de la croissance de la productivité globale des facteurs observée post crise dans la plupart des pays développés. Cette partie étudie l'évolution et les caractéristiques de l'allocation des ressources dans le secteur manufacturier français avant, pendant et après la Grande Récession. L'inefficacité de l'allocation des facteurs a freiné la croissance de la productivité au cours de la décennie qui a précédé la crise. Elle explique également une part significative des fluctuations observées pendant la Grande Récession, l'interaction entre les inefficiences de l'allocation du facteur capital et du facteur travail jouant un rôle majeur. Par ailleurs, le ralentissement post crise semble être principalement dû à l'atonie de la croissance de la productivité individuelle des firmes, plutôt qu'à une détérioration de l'efficacité de l'allocation des ressources.La deuxième partie de la thèse étudie comment la structure granulaire de la distribution des prêts aux entreprises en France façonne le caractère cyclique du crédit bancaire agrégé. Les chocs de crédit microéconomiques affectant les plus gros emprunteurs sont pour une large part à l'origine de cette corrélation, alors que les chocs individuels spécifiques aux banques n'y contribuent pas de manière significative. Cela suggère qu'au niveau macroéconomique les mécanismes propres aux emprunteurs granulaires dominent l'effet des frictions financières qui pourraient contraindre les entreprises plus petites, ainsi que le canal du bilan des banques. La forte concentration observée dans la distribution des emprunteurs affecte également les flux de liquidité des banques: elle restreint la diversification et conduit à une synchronisation accrue des lignes de crédit.La troisième partie de la thèse relie la répartition des facteurs à l'allocation du crédit. Cette partie suggère que la propension des banques à prêter à des entreprises saines a été significativement réduite tant pendant la crise de 2007-2009 que pendant la crise de la zone Euro. Les chocs bancaires impactent l'activité réelle des entreprises; cette réduction a ainsi contribué à diminuer l'écart d'investissement entre les entreprises de bonne qualité et celles de qualité inférieure, ce qui a eu tendance à orienter le facteur capital vers des firmes qui étaient plus risquées et moins productives. L'augmentation soudaine des inefficiences liées à une mauvaise allocation du capital observée en temps de crise peut donc refléter des perturbations affectant l'allocation du crédit.
- Published
- 2019
22. Design and Input Allocation for Robots with Saturated Inputs via Genetic Algorithms
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Antonio Franchi, Michele Furci, Davide Bicego, Équipe Robotique et InteractionS (LAAS-RIS), Laboratoire d'analyse et d'architecture des systèmes (LAAS), Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole), and Université de Toulouse (UT)
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0209 industrial biotechnology ,Computer science ,fully actuated/vectored-thrust aerial vehicles ,02 engineering and technology ,[INFO.INFO-NE]Computer Science [cs]/Neural and Evolutionary Computing [cs.NE] ,input allocation ,genetic algorithms ,Computer Science::Robotics ,020901 industrial engineering & automation ,Position (vector) ,Control theory ,[INFO.INFO-SY]Computer Science [cs]/Systems and Control [cs.SY] ,[INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO] ,Computer Science::Databases ,Orientation (computer vision) ,05 social sciences ,Propeller ,Control reconfiguration ,Function (mathematics) ,Energy consumption ,Control and Systems Engineering ,Trajectory ,Robot ,0509 other social sciences ,050904 information & library sciences ,Actuator - Abstract
International audience; In this paper we consider fully-actuated and redundantly-actuated robots, whose saturated inputs can have high bandwidth or can be slowly varying (with dynamics). The slowly varying inputs can be considered as configurations for the system. The proposed strategy allows to find the optimal actuators' configuration to optimize a cost function as the manipulability or the energy consumption. The approach allows for both a static design, which can include actuators' parameters such as position, orientation, saturations, numbers of actuators, and for a dynamic design, where the configurations can be controlled by an input of the system. A generalized solution to the optimal problem is proposed with the use of genetic algorithms. The results are validated in two simulation scenarios: a reconfiguration of the actuators orientation of an redundantly-actuated planar robot for trajectory tracking and the design optimization of the orientation of the motors in a generalized hexa-rotor with arbitrary propeller orientation.
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- 2018
23. The relation between input-output transformation and gastrointestinal nematode infections on dairy farms
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Johannes Charlier, Ludwig Lauwers, J. Van Meensel, G. Van Huylenbroeck, and M. van der Voort
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Index (economics) ,040301 veterinary sciences ,animal diseases ,Cattle Diseases ,Sample (statistics) ,Efficiency ,Disease cluster ,input allocation ,SF1-1100 ,0403 veterinary science ,Agricultural science ,Belgium ,Data envelopment analysis ,Animals ,Intestinal Diseases, Parasitic ,Nematode Infections ,Mathematics ,Input/output (C++) ,business.industry ,0402 animal and dairy science ,04 agricultural and veterinary sciences ,technical efficiency ,040201 dairy & animal science ,Ostertagia ostertagi ,Animal culture ,Dairying ,Milk ,Agronomy ,Herd ,Costs and Cost Analysis ,Animal Science and Zoology ,Livestock ,Cattle ,Female ,Allocative efficiency ,data envelopment analysis ,business ,cluster analysis - Abstract
Efficiency analysis is used for assessing links between technical efficiency (TE) of livestock farms and animal diseases. However, previous studies often do not make the link with the allocation of inputs and mainly present average effects that ignore the often huge differences among farms. In this paper, we studied the relationship between exposure to gastrointestinal (GI) nematode infections, the TE and the input allocation on dairy farms. Although the traditional cost allocative efficiency (CAE) indicator adequately measures how a given input allocation differs from the cost-minimising input allocation, they do not represent the unique input allocation of farms. Similar CAE scores may be obtained for farms with different input allocations. Therefore, we propose an adjusted allocative efficiency index (AAEI) to measure the unique input allocation of farms. Combining this AAEI with the TE score allows determining the unique input-output position of each farm. The method is illustrated by estimating efficiency scores using data envelopment analysis (DEA) on a sample of 152 dairy farms in Flanders for which both accountancy and parasitic monitoring data were available. Three groups of farms with a different input-output position can be distinguished based on cluster analysis: (1) technically inefficient farms, with a relatively low use of concentrates per 100 l milk and a high exposure to infection, (2) farms with an intermediate TE, relatively high use of concentrates per 100 l milk and a low exposure to infection, (3) farms with the highest TE, relatively low roughage use per 100 l milk and a relatively high exposure to infection. Correlation analysis indicates for each group how the level of exposure to GI nematodes is associated or not with improved economic performance. The results suggest that improving both the economic performance and exposure to infection seems only of interest for highly TE farms. The findings indicate that current farm recommendations regarding GI nematode infections could be improved by also accounting for the allocation of inputs on the farm.
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- 2016
24. Reaction Wheels Desaturation Using Magnetorquers and Static Input Allocation
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Luca Zaccarian, Jean-Francois Tregouet, Dimitri Peaucelle, Christelle Pittet, Denis Arzelier, Ampère, Département Méthodes pour l'Ingénierie des Systèmes (MIS), Ampère (AMPERE), École Centrale de Lyon (ECL), Université de Lyon-Université de Lyon-Université Claude Bernard Lyon 1 (UCBL), Université de Lyon-Institut National des Sciences Appliquées de Lyon (INSA Lyon), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)-École Centrale de Lyon (ECL), Université de Lyon-Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE), Équipe Recherche Opérationnelle, Optimisation Combinatoire et Contraintes (LAAS-ROC), Laboratoire d'analyse et d'architecture des systèmes (LAAS), Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Université Toulouse III - Paul Sabatier (UT3), Université Fédérale Toulouse Midi-Pyrénées-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Institut National des Sciences Appliquées (INSA)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse 1 Capitole (UT1), Université Fédérale Toulouse Midi-Pyrénées, Équipe Méthodes et Algorithmes en Commande (LAAS-MAC), Centre National d'Études Spatiales [Toulouse] (CNES), Université Toulouse Capitole (UT Capitole), Université de Toulouse (UT)-Université de Toulouse (UT)-Institut National des Sciences Appliquées - Toulouse (INSA Toulouse), Institut National des Sciences Appliquées (INSA)-Université de Toulouse (UT)-Institut National des Sciences Appliquées (INSA)-Université Toulouse - Jean Jaurès (UT2J), Université de Toulouse (UT)-Université Toulouse III - Paul Sabatier (UT3), Université de Toulouse (UT)-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP), Université de Toulouse (UT)-Université Toulouse Capitole (UT Capitole), and Université de Toulouse (UT)
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Engineering ,aerospace control ,business.industry ,attitude control ,Control engineering ,input allocation ,Reaction wheel ,reaction wheels desaturation ,Magnetorquer ,Attitude control ,Momentum ,magnetorquers ,Exponential stability ,Control and Systems Engineering ,Control theory ,[INFO.INFO-AU]Computer Science [cs]/Automatic Control Engineering ,Orbit (dynamics) ,Torque ,Electrical and Electronic Engineering ,business ,Lyapunov methods - Abstract
International audience; Considering the most widely spread configuration of actuators for low orbit satellites, namely a set of reaction wheels and a set of magnetorquers, we revisit the classical " cross product control law " solution for achieving attitude stabilization and momentum dumping. We show how the classical solution has a quasi-cascade structure that, under a suitable input-to-state (ISS) assumption, can be stabilized by high gain, thereby making the actuators more inclined to saturate. Motivated by this, we propose a revisited version of this control law that transforms the quasi-cascade into a real cascade. Then we show that both strategies are such that the attitude control is affected by the momentum dumping, and that they both require a suitable ISS property. To overcome these drawbacks, we propose a new allocation-based controller which makes the attitude dynamics completely independent of the momentum dumping and induces global asymptotic stability without any ISS requirement. Several formal statements and simulation results support our discussions and highlight the pros and cons of the different control strategies.
- Published
- 2015
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25. First experimental results with the Current Limit Avoidance System at the JET tokamak
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G. Varano, P. McCullen, M. Lennholm, A. C. C. Sips, R. Vitelli, G. De Tommasi, E. Joffrin, F.G. Rimini, Andre Neto, P. J. Lomas, S. Jachmich, Luca Zaccarian, Alfredo Pironti, Francesco Maviglia, Sergio Galeani, DE TOMMASI, Gianmaria, S., Galeani, S., Jachmich, E., Joffrin, M., Lennholm, P. J., Loma, A. C., Neto, F., Maviglia, P., Mccullen, Pironti, Alfredo, F. G., Rimini, A. C. C., Sip, G., Varano, R., Vitelli, and L., Zaccarian
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Physics ,Tokamak ,Mechanical Engineering ,Input allocation ,Plasma ,Shape control ,law.invention ,Nuclear magnetic resonance ,Nuclear Energy and Engineering ,Settore ING-INF/04 - Automatica ,Control theory ,law ,Redundancy (engineering) ,Nuclear fusion ,Poloidal field ,General Materials Science ,Civil and Structural Engineering ,Input allocation, Shape control, Nuclear fusion - Abstract
The Current Limit Avoidance System (CLA) has been recently deployed at the JET tokamak to avoid current saturations in the poloidal field (PF) coils when the eXtreme Shape Controller is used to control the plasma shape. In order to cope with the current saturation limits, the CLA exploits the redundancy of the PF coils system to automatically obtain almost the same plasma shape using a different combination of currents in the PF coils. In the presence of disturbances it tries to avoid the current saturations by relaxing the constraints on the plasma shape control. The CLA system has been successfully implemented on the JET tokamak and fully commissioned in 2011. This paper presents the first experimental results achieved in 2011–2012 during the restart and the ITER-like wall campaigns at JET.
- Published
- 2013
26. Accounting for heterogeneity in multicrop micro-econometric models: implications for variable input demand modeling
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Alain Carpentier, Elodie Letort, UMR 1302 Structures et Marchés Agricoles, Ressources et Territoires, Institut National de la Recherche Agronomique (INRA)-AGROCAMPUS OUEST-Structures et Marchés Agricoles, Ressources et Territoires (SMART), ANR GEDUPIC, Institut National de la Recherche Agronomique (INRA)-AGROCAMPUS OUEST, and Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Structures et Marchés Agricoles, Ressources et Territoires (SMART)
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Economics and Econometrics ,[SDV]Life Sciences [q-bio] ,05 social sciences ,multicrop production choice model ,Sample (statistics) ,endogeneity ,input allocation ,Agricultural and Biological Sciences (miscellaneous) ,Demand modeling ,Control function ,control function ,Variable (computer science) ,Econometric model ,0502 economics and business ,Econometrics ,Economics ,Relevance (information retrieval) ,050202 agricultural economics & policy ,Endogeneity ,050207 economics ,heterogeneity - Abstract
This article aims to show that if the farm sample under consideration is characterized by significant heterogeneity, recovering output-specific input uses or modeling farm-level input uses may be more complicated than previously recognized. The article theoretically investigates the problems implied by farm heterogeneity in input allocation equations and multicrop econometric models, proposes an empirically tractable solution for overcoming these problems, and assesses the empirical relevance of the theoretically identified problems. The results demonstrate that heterogeneity matters, but that the revealed heterogeneity bias has a limited impact on the empirical results. Copyright 2012, Oxford University Press.
- Published
- 2012
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27. Plasma position and elongation regulation at FTU using dynamic input allocation
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G. Varano, V. Vitale, Gustavo Granucci, Luca Zaccarian, Sergio Galeani, and Luca Boncagni
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Engineering ,Tokamak ,business.industry ,Frascati Tokamak Upgrade ,tokamak plasma ,Bandwidth (signal processing) ,Control engineering ,Dynamic priority scheduling ,input allocation ,law.invention ,Nonlinear system ,Settore ING-INF/04 - Automatica ,Control and Systems Engineering ,law ,Electromagnetic coil ,Control theory ,Horizontal position representation ,magnetic coils ,Electrical and Electronic Engineering ,Elongation ,business ,Actuator ,nuclear fusion - Abstract
In this paper we employ and extend the dynamic allocation theory first presented in a recent work by the last author, L. Zuccarian, to guarantee asymptotic tracking of a prescribed elongation of the plasma cross section in the Frascati Tokamak Upgrade (FTU). This task is hard to accomplish because it can only be achieved using the so-called poloidal coil, a high bandwidth actuator needed to perform high performance horizontal plasma position regulation. Another actuator, the poloidal coil, could be used for this positioning task, but its bandwidth is insufficient. Using dynamic input allocation it is possible to hierarchically achieve the two goals above by way of a nonlinear scheme suitably exploiting the two actuators: the high priority (fast) goal is the horizontal position regulation task, while the low priority (slow) goal is the elongation regulation. We present theoretical results supporting the proposed scheme, as well as simulations and experiments showing the effectiveness of the proposed solution.
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- 2012
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28. The impact of land security and input allocation on farm household income
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Zhang, Yanjie, Wang, Xiaobing, Brümmer, Bernhard, and Yu, Xiaohua
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Consumer/Household Economics ,Production Economics ,Agricultural and Food Policy ,Land security ,Farm household income ,Community/Rural/Urban Development ,Input allocation ,Rural China ,Labor and Human Capital ,Crop Production/Industries ,Land Economics/Use ,Food Security and Poverty - Abstract
China’s rural reforms expose farm households to the risk of administrative land reallocation and adjustment. The possibility of land reallocation gives rise to the problem of tenure insecurity which reduces farm households' incentives to invest in the land and to use the labor forces efficiently and hence negatively affect farmers' income. In this study, the normalized quadratic profit function is used to analyze profit maximization problems in farm households in the Zhejiang and Hubei provinces of China from 1995 to 2002. Additional variables have been introduced to capture the effects of a series of institutional environment and factor market constraints, including land insecurity, crop cultivation structure, labor input and capital input allocations between agricultural and non-agricultural productions. Our results indicate that, although the official controls on rural labor mobility have been relaxed, the rural labor market has not yet reached the optimal level, and a less-than-optimal level of labor input is devoted to non-agriclutural activities for farm households in both provinces. Furthermore, the negative effects of land tenure insecurity on farmhousehold income through the interactions with the other three input allocations are observed in the Hubei province.
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- 2012
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29. Estimating input allocation from heterogeneous data sources: a comparison of alternative estimation approaches
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Kamel Louhichi, Florence Jacquet, Jean-Pierre Butault, Economie Publique (ECO-PUB), Institut National de la Recherche Agronomique (INRA)-AgroParisTech, Alimentation et Sciences Sociales, Institut National de la Recherche Agronomique (INRA), Laboratoire d'Economie Forestière (LEF), and AgroParisTech-Institut National de la Recherche Agronomique (INRA)
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Input allocation ,[SHS.ECO]Humanities and Social Sciences/Economics and Finance ,prior information ,Generalized Maximum Entropy - Abstract
Cet article propose l'utilisation de la méthode de l'Entropie Maximale Généralisée (GME) pour estimer la répartition des inputs (et des coûts de production) entre différents produits en utilisant des sources de données hétérogènes (données comptables agricoles et données de l'enquête pratiques culturales). L'objectif est d'explorer le rôle d'information préalable fiable (bien-définie) dans l'amélioration de la précision de l'estimation du GME. La performance de la méthode GME est comparée par la suite à une approche bayésienne -- Haute Densité Postérieure (HPD)-- afin d'évaluer leur performance lorsque d'information préalable fiable est utilisée et d'examiner leur utilité pour concilier des sources de données hétérogènes. Les deux approches sont appliquées à un réseau de données comptables agricoles qui contient des informations sur la répartition des inputs entre différents produits. Les résultats d'estimation montrent que l'utilisation d'information préalable fiable provenant de source externe à l'échantillon améliore les estimations GME même si cette performance n'est pas toujours significative. Il apparaît également que l'approche bayésienne (HPD) pourrait être une bonne alternative à l'estimateur GME. HPD fournit des résultats qui sont proches de la méthode GME avec l'avantage d'une mise en œuvre simple et transparente de l'information préalable.
- Published
- 2012
30. Estimating A Farm Group Model and Input Allocations Using Accountancy Data
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Gocht, Alexander and Heckelei, Thomas
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GME ,Production Economics ,Agricultural and Food Policy ,Farm Management ,input allocation ,Land Economics/Use ,mathematical programming ,econometrics ,PMP - Abstract
This paper proposes and applies an innovative estimation approach for farm group programming models using Generalised Maximum Entropy. The proposed set-up simultaneously determines calibrating cost function parameters and input allocations to production activities. The methodology is applied to Belgium FADN data of arable farms for which available input allocations allow to validate the estimation approach. Results outperform separate estimates of input allocations previously applied in the literature and this finding is robust with respect to support point design.
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- 2010
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31. Endogeneity of acreage choices in input allocation equations: implied problems and a solution
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Le Dréau, Elodie, Carpentier, Alain, Structures et Marché Agricoles, Ressources et Territoires (SMART-LERECO), Institut National de la Recherche Agronomique (INRA)-AGROCAMPUS OUEST, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Structures et Marché Agricoles, Ressources et Territoires (SMART), and AGROCAMPUS OUEST-Institut National de la Recherche Agronomique (INRA)
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ENDOGENEITE ,MULTICROP ECONOMETRIC MODEL ,[SDV]Life Sciences [q-bio] ,input ,économétrie ,REPARTITION DES INTRANTS ,CHOIX D'ASSOLEMENTS ,ENDOGENEITY ,MODELE ECONOMETRIQUE MULTI OUTPUT ,intrant ,INPUT ALLOCATION ,APPROCHE PAR LES FONCTIONS DE CONTROLE ,assolement ,CONTROL FUNCTION APPROACH ,ACREAGE CHOICES - Abstract
Ces travaux ont également fait l'objet d'une présentation lors du 2009 Annual Meeting, July 26-28, 2009, Milwaukee, Wisconsin; voir la notice suivante: http://prodinra.inra.fr/record/37368; Standard farm-level data used for crop choice modelling are farm accountancy data providing detailed data with respect to production (crop areas and production) but only providing variable input use (pesticides, fertilizers, …) data at the farm level. Allocation of variable input uses to crops appears useful for several reasons: it is necessary to compute gross margins at the crop level and may be used to investigate the empirical validity of multi-crop econometric models. The contribution of this research is threefold. First it shows that the standard regression based approaches for allocating variable input uses to crops are potentially biased due to the (partial) simultaneity of the (expected) crop variable input and acreage choices. Second, it proposes a econometric multi-crop model which is consistent with respect to its deterministic and random parts, for defining these biases and for providing potential solutions. Third, it proposes approaches to eliminate these biases. These approaches are based on the use of correction or control functions (Imbens and Wooldridge 2007; Wooldridge 2008).
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- 2009
32. Endogeneity of acreage choices in input allocation equations: implied problems and a solution
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Letort, Elodie and Carpentier, Alain
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multi-output econometric model ,Production Economics ,input allocation ,control function approach ,Crop Production/Industries - Abstract
Standard farm-level data used for crop choice modelling are farm accountancy data providing detailed data with respect to production (crop areas and production) but only providing variable input use (pesticides, fertilizers, …) data at the farm level. Allocation of variable input uses to crops appears useful for several reasons: it is necessary to compute gross margins at the crop level and may be used to investigate the empirical validity of multi-crop econometric models. The contribution of this research is threefold. First it shows that the standard regression based approaches for allocating variable input uses to crops are potentially biased due to the (partial) simultaneity of the (expected) crop variable input and acreage choices. Second, it proposes a econometric multi-crop model which is consistent with respect to its deterministic and random parts, for defining these biases and for providing potential solutions. Third, it proposes approaches to eliminate these biases. These approaches are based on the use of correction or control functions (Imbens and Wooldridge 2007; Wooldridge 2008)., Replaced with revised version of paper 07/10/09.
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- 2009
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33. Modélisation micro-économétrique des choix de production des agriculteurs
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Letort, Elodie, Structures et Marché Agricoles, Ressources et Territoires (SMART-LERECO), Institut National de la Recherche Agronomique (INRA)-AGROCAMPUS OUEST, Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro), Université de Rennes 1, Chantal Le Mouël, and Jean-Marc Meynard
- Subjects
FONCTION DE PRODUCTION ,ALLOCATION DES INTRANTS ,MODELE ECONOMETRIQUE MULTI OUTPUT ,CHOIX D'ASSOLEMENTS ,ECONOMETRIE STRUCTURELLE ,MUTLTICROP ECONOMETRIC MODEL ,ACREAGE CHOICES ,INPUT ALLOCATION ,PRODUCTION FUNCTION ,STRUCTURAL ECONOMETRICS ,économétrie ,[SHS]Humanities and Social Sciences ,intrant ,assolement ,économie agricole ,modélisation - Abstract
Diplôme : Dr. d'Université; L’objectif de cette thèse est de proposer une modélisation des choix des agriculteurs qui soit à la fois cohérente avec la théorie économique et utilisable dans le cadre de collaborations avec des agronomes. Cette thèse apporte trois contributions principales dans la modélisation micro-économétrique des choix de production des agriculteurs. L’utilisation de l’approche primale constitue une première originalité de ce travail de thèse. L’approche primale, ou approche par les fonctions de production, permet d’intégrer de façon simple des contraintes de type agronomique et par conséquent de produire des résultats lisibles et facilement interprétables par des non-économistes. Une deuxième originalité de ce travail de thèse est de combiner l’approche micro-économétrique et la programmation mathématique (positive), et en particulier la représentation implicite des contraintes agronomiques, de capital et de travail, à travers une fonction de coût implicite. La troisième originalité de ce travail de thèse réside dans le traitement des termes aléatoires. Les modèles proposés contiennent des termes aléatoires qui font partie intégrante de la spécification choisie. Ils représentent soit l’hétérogénéité des conditions de production entre les exploitations, soit les aléas inhérents à la production agricole (aléas climatiques ou sanitaires).
- Published
- 2009
34. Estimating input allocation for farm supply models
- Author
-
Gocht, Alexander
- Subjects
farm supply model ,input allocation ,entropy ,Research Methods/ Statistical Methods ,HDP - Abstract
When building an economic model for supply analysis the aim is to model a decision making process of one or more agents which fits the observed practice as good as possible. Hereby the modeller is often confronted with incomplete information about the production process; particular crop specific input data are rarely available. The problem of defining activity related technology inputs coefficients is not new. A good deal of literature comes from the mathematical programming perspective, where input coefficients were estimated using a standard linear regression function to fully represent the mathematical program. However this approach is a pure technical device and may result in an inconsistent model. The author of the paper wants to investigate whether it is possible, employing proper estimation techniques, to simultaneously estimate all unknown coefficients of a mathematical farm supply model. This includes the estimation of parameters of the non linear cost function, used to calibrate and catch the simulation behaviour and the crop specific input coefficients. It is shown that a simultaneous estimation of all parameters improves the goodness of fit of the estimated parameters and that such an approach is technically feasible.
- Published
- 2008
- Full Text
- View/download PDF
35. Bridging the Gap between Partial and Total Factor Productivity Measures Using Directional Distance Functions
- Author
-
Nin, Alejandro, Arndt, Channing, Hertel, Thomas W., and Preckel, Paul V.
- Published
- 2003
36. Estimating Crop-Specific Production Technologies in Chinese Agriculture: A Generalized Maximum Entropy Approach
- Author
-
Zhang, Xiaobo and Fan, Shenggen
- Published
- 2001
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