LEANNE K. MOYER’s research while affiliated with Northeastern University and other places

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Publications (5)


Development of the surface mount assembly process through an angular board orientation
  • Article

November 2010

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28 Reads

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8 Citations

L. K. Moyer

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This paper proposes a methodology to improve the process time required for the component placement process of the printed circuit board assembly with an X-Y positioning table. The methodology is applied to a previously published subproblem as well as a real-life working board configuration. Even with high speed assembly machines placing in excess of 40000 components per hour (cph), process improvements are possible. Concentrating on the path planning portion is a valid method to increase efficiency, but as the problem approaches optimality, the planning process essentially becomes counterproductive due to the time and effort required. This paper presents an algorithm for system time improvement for use after a board placement path is established. In order to take advantage of the machine's capability to move the positioning table along each axis simultaneously, the board is physically rotated with respect to the positioning table. This paper steps through the theoretical development of a method to determine the proper angle of rotation, first for a regular 'rectangular' board configuration, and then for a more applicable 'general' configuration.


An efficient assembly sequencing heuristic for printed circuit board configurations

June 1997

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15 Reads

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34 Citations

Journal of Electronics Manufacturing

This paper proposes a sequencing approach to develop a competent path for the printed circuit board assembly process. An efficient heuristic is developed that determines the component placement sequence, also referred to as the placement path. This NP-complete problem best resembles a Traveling Salesman Problem.(1) Thus, it is inherently difficult. The heuristic approach is tested against a previously published subproblem as well as a real-life working board configuration. This heuristic is intended to provide a good, feasible component placement sequence for the assembly of a batch of printed circuit boards with a machine configuration consisting of a moveable X-Y positioning table and a tape-and-reel sliding feeder rack. Even with high speed assembly machines placing in excess of 40000 components per hour (cph), process improvements are possible by increasing the efficiency of the planned placement sequence. This heuristic is developed to identify an improved component placement sequence in a reasonable computation time to allow for future implementation of the methodology in applied situations where time constraints are unavoidable.


Environmental Concerns and Recycling/ Disassembly Efforts in the Electronics Industry

March 1997

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63 Reads

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173 Citations

Journal of Electronics Manufacturing

This paper reviews the problems that many electronics manufacturers are facing in a society of rules and regulations that are becoming increasingly environmentally conscious. The effect of electronics assembly, disassembly, and disposal on the environment is reviewed, and the potential hazards of continuing the present trends in electronics parts disposal is discussed. The paper contains a comprehensive survey of previous works related to environmentally conscious manufacturing practices, recycling, and the complexities of disassembly in the electronics industry. Interest in this area has intensified in recent years due to an increased awareness of the problem in a world of high technology where electronic products dominate. Industrial applications of recycling programs are presented and existing methodologies and evaluation systems are discussed. In order to promote and support this new environmental ethic in electronics assembly and disassembly, the need for improved methods of electronics reuse, minimization of life-cycle scrap, development of planning tools, and an increase in research activity in this area are also highlighted.


Simultaneous component sequencing and feeder assignment for high speed chip shooter machines

December 1996

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10 Reads

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40 Citations

Journal of Electronics Manufacturing

This paper proposes a methodology for efficient process planning of concurrent machines in electronics assembly. The particular machine type under consideration is the High Speed Chip Shooter (HSCS) for surface mount assembly. Currently, most surface mount assembly operations are modeled in a cyclic manner. The model that is proposed herein is an asynchronous (acyclic) model that augments the benefits of the unique features of this assembly machine. A heuristic algorithm is developed, referred to as the Acyclic Assembly Time (AAT) algorithm, which is based on the asynchronous model. The algorithm is thoroughly tested with orthogonal arrays, compared against previously published problems, and applied to a real life example. The AAT algorithm produced excellent results throughout the test process. By increasing the utilization of the individual mechanisms, the efficiency of the overall system naturally improves and the ultimate goal of reducing the total assembly time is achieved.


SMT feeder slot assignment for predetermined component placement paths

September 1996

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37 Reads

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32 Citations

Journal of Electronics Manufacturing

Surface Mount Technology (SMT) is a popular method of Printed Circuit Board (PCB) assembly in which high speed automated assembly machines are capable of placing in excess of 40,000 components per hour. In order to achieve these impressive assembly rates, complex placement machines must be programmed efficiently. Intrinsic to the configuration of these machines and the assembly process are some well established Operations Research problems. This paper addresses the feeder sequencing problem for an assembly machine with a sliding feeder rack in conjunction with a X-Y positioning table and a turret placement mechanism. This problem is a Quadratic Assignment Problem, and is proven to be NP-complete.1 Two different heuristic methods are proposed, each with unique characteristics that have the potential to be beneficial to an assembly operation dependent upon the restrictions of the planning task. One method is to assign feeder slots based on the transition between component types that naturally occur in the board placement path. The second method begins with an initial slot assignment and identifies exchanges between pairs of slots that generate improvements in the objective function. Minimizing the feeder travel distance over an assembly is the goal of each heuristic. A comparative analysis between the two heuristics is performed. Examples are presented and the attributes of each method are discussed. Arguments are presented to support "near-optimal" solutions to the problem. Given the complexities of the system, proper planning of the assembly process can take advantage of the independent control of each mechanism to create a natural relaxation of specific constraints.

Citations (5)


... Due to the complexities involving synchronisation of three movable mechanisms, the Concurrent Chip Shooter (CS) machine presents a very challenging optimisation problem for the production engineer responsible for the assembly operations. Various methods and techniques have been used to assist in the optimisation of PCB assembly using a CS machine [10], [11], [12], [13] and [14]. Meta-heuristics and heuristics approaches such as the Bees Algorithms and Genetic Algorithms have performed very well in optimising the total assembly time for a CS machine [11], [15] and [16]. ...

Reference:

Simulations of PCB Assembly Optimisation Based on the Bees Algorithm with TRIZ-Inspired Operators
Simultaneous component sequencing and feeder assignment for high speed chip shooter machines
  • Citing Article
  • December 1996

Journal of Electronics Manufacturing

... Feeder assignment problem can be modelled as a quadratic assignment problem and the placement sequence is solved as a Travelling salesman problem. Various algorithms have been developed to solve the problem with above decomposition (Kumar and Li, 1988;Ahamdi et al, 1998;Mainmon and Shtub, 1991;Grotzinger, 1992;Leipala and Nevalainen, 1989;Foulds and Hamacher 1993;Sohn andPark, 1996, Sadiq et al, 1993;Moyer and Gupta, 1996). This is the basis of first efforts in mathematical modelling of structure to structure handling by Ahmadi et al, (Ahmadi et al, 1998) which have proposed a solution using mixed integer linear programming. ...

SMT feeder slot assignment for predetermined component placement paths
  • Citing Article
  • September 1996

Journal of Electronics Manufacturing

... SCARA machines are usually pick-and-place machines, which have three joints that permit greater flexibility within the work area. Generally, SCARA machines are recommended for high mix, low volume assemblies as well as for odd shape components (Moyer and Gupta, 1998). The cartesian/gantry SMD placement machine has better throughput compared to SCARA. ...

Development of the surface mount assembly process through an angular board orientation
  • Citing Article
  • November 2010

... Previous research has predominantly focused on individual sub-problems of placement machines, either optimizing feeder allocation given a fixed placement sequence (Li et al. 2008) or vice versa (Ball and Magazine 1988;MOYER and GUPTA 1997;Zhu and Zhang 2014). However, such approaches often entail preset initial conditions, diverging from practical requirements. ...

An efficient assembly sequencing heuristic for printed circuit board configurations
  • Citing Article
  • June 1997

Journal of Electronics Manufacturing

... Группа компаний ICL заняла 1-е место в рейтинге RAEX среди производителей ИКТ-оборудования с приростом выручки на 78 % в 2022 г. 12 Это в том числе создало основу для запуска строительства второго завода ICL в конце 2022 г. Соответственно, положительный финансовый результат 2022 г. стал фундаментом для инвестиций в развитие продуктовой линейки некоторых производителей ИКТ-товаров в России. ...

Environmental Concerns and Recycling/ Disassembly Efforts in the Electronics Industry
  • Citing Article
  • March 1997

Journal of Electronics Manufacturing