The analytics solution for better product-portfolio …
The key to lowering CoC is to prune product clusters that share drivers of complexity (Exhibit 4). 4. Advanced analytics such as portfolio visualization can help improve portfolio optimization. Exhibit 5 …
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Design Optimisation for Product Life Cycle | SpringerLink
Abstract. This chapter presents a optimization strategy of designing products for the life cycle. In Section 20.1, the fundamental product design decision making procedures based on clarification of the product environmental conditions are first explained. Practical methodologies corresponding to the product environment are described with ...
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Multicriteria optimization in product platform design
A multicriteria optimization problem can be formulated to study such decisions in a quantitative manner at the product performance level. Studying the Pareto sets that correspond to various derivative products leads to a systematic methodology for design decision making. Design of a nail gun platform is used to illustrate the concepts …
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Data-driven product design and assortment optimization
Our research proposes a practical data-driven framework for integrating new product design and product assortment optimization. This approach comprises three main components: new product design, consumer preference estimation, and assortment optimization. To connect the first two components, we utilize an attribute-based …
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A PSO-Based Product Design Tolerance Optimization …
2 Product Design Optimization Model Considering Tolerance 2.1 Objective 1: Product Robustness Indicators Currently, researchers usually employ system design, parameter design, and tolerance design to enhance the robustness of products and reduce their sensitivity to noise fac-tors in terms of quality and performance.
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Optimal Design | SpringerLink
Optimal design is usually considered as the design process that seeks the "best" possible solution(s) for a mechanical structure, device, or system, satisfying the requirements and leading to the "best" performance, through optimization techniques. It also refers to the design points that best satisfy objective(s) which are in contrast to non …
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Introduction to Topology Optimization
Topology Optimization (TO) is a process that optimizes material layout and structure within a given 3D geometrical design space for a defined set of rules set by the designer. The goal is to maximize part performance by mathematically modelling and optimizing for factors such as external forces, load conditions, boundary condition s ...
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Product Optimization: Product Management & Operations …
Product optimization is a critical concept in the field of product management and operations. It refers to the process of making changes and improvements to a product to ensure it is the best it can be. This involves a combination of strategies, including enhancing the product's features, improving its design, and refining its usability, among ...
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Product Design Optimization | SpringerLink
This chapter describes product design processes in product manufacturing from a technological point of view pertaining to optimization. The importance of optimization …
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Structural optimization strategies to design green products
Presently, structural optimization [8, 19], material selection [20,21] have been introduced in product eco-design. Qiu et al. studied an approach integrating structural design and material ...
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Case Study: Bike Crank Design Optimization
In pursuit of realizing a responsible production (United Nations Sustainable Development Goal 2) of goods, sustainability considerations are becoming indispensable in an engineer's decision-making process throughout the product development. This case study presents a sustainable product design methodology, using a bike crank as an example.
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Genetic Algorithm for Sustainable Product Design Optimisation
1.2 The Genetic Algorithm. The optimisation consists of three essential elements: objective, constraint and variable. The objective is a function indicating the fitness of the individual. It contains one or more variables, which are solutions we need to look for.
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Personalized service product family design optimization …
This requires that design of personalized service products must be coordinated with service operations planning (SOP) within a coherent framework of joint optimization. This study proposes a hierarchical joint optimization (HJO) model for personalized service product family (SPF) design considering crowdsourcing of service …
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Process Design Optimization | SpringerLink
In product design and manufacturing process planning, we prefer the "best" product design out of all feasible designs, which is called the optimal design. Generally, there are multiple solutions to a design problem, and the first selected solution is not necessarily the best. Thus, the need for optimization is inherent in the design process.
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Optimization Opportunities in Product Development: …
Optimization for product system design. For the optimization of system design a collection of components make up the designed product. Consider an air-cooled chiller with two economized refrigeration loops, linked to a common cooler/evaporator and follow the schematic shown in Figure 5. A key task for this example is to explore feasible ...
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Design Optimization
Design Optimization - an overview | ScienceDirect Topics. Chapters and Articles. Design Optimization. Peter Wilson, in Design Recipes for FPGAs (Second Edition), 2016. 16.1 …
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A Systematic Optimization Design Method for Complex …
Complex Mechatronic Products Design and Development JieJiang,1 GuofuDing,1 JianZhang,1 YishengZou,1 andShengfengQin 2 SchoolofMechanicalEngineering,SouthwestJiaotongUniversity,Chengdu, China ... In order to solve the optimization design problem for a complex mechatronic product, it is …
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Product family design and optimization: a digital twin …
Abstract. Complex product family design and optimization has been a major challenge in today's mass customization paradigm. Nevertheless, there is still no context-aware testbed to support it. Digital twin, as an emerging concept empowered by the cutting-edge information and communication technology, has been widely adopted to realize …
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Deep learning in product design
At its outset, a DLS process looks a lot like other digital design optimization approaches. The engineering team defines the constraints and desired performance characteristics of the product, and the computer runs multiple conventional simulations on different design options. That's where the approaches diverge, however.
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Topology Optimization | SpringerLink
Topology optimization (TO) is a structural optimization method achieving the fundamental change of the structure. Although TO can generate innovative design, sometimes curious, the designed products were sometimes still conservative due to manufacturing design limitations.
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Operating data-driven inverse design optimization for product …
Distinguishing personalization design from product customization, Section 3 formulates a closed-loop decision framework of data-driven inverse design optimization. Sections 4 introduce personalization design of the wheel loader transmission system as an example to illustrate the deployment of data-driven analysis through integrated forward …
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How generative design could reshape the future of …
The most common use for generative design algorithms today is structural optimization: creating parts that provide sufficient strength, stiffness, and fatigue resistance with the minimum of material.
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[PDF] Design Optimization of Complex Products Based on …
DOI: 10.14733/cadaps.2023.s3.108-120 Corpus ID: 251867845; Design Optimization of Complex Products Based on CAD Multi-Objective Genetic Algorithm @article{Li2022DesignOO, title={Design Optimization of Complex Products Based on CAD Multi-Objective Genetic Algorithm}, author={Feng Li and Hang Yin and Ravi Tomar …
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The Continuous Product Optimization Guide For Product …
The process of product optimization starts with goal setting, like improving usability. Next, you need to choose the right metrics to measure progress and set the timescale for the experiment. After that, plan your experiment. Organize the tools, methods, facilities, and participants in line with your goals. In most cases, dedicated third-party ...
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L'Oréal Group : Our Product Eco-Design Tool
To take this approach even further, between 2014 and 2016 our Sustainability, Packaging and Research teams created an eco-friendly design tool called SPOT -- Sustainable Product Optimization Tool. A unique development, it measures the environmental impact of the Group's products and is based on a methodology devised with the help of ...
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Shape Optimization in Product Design Using Interactive …
Product design problems then cove with both qualitative and quantitative criteria, which can be considered as multi-objective optimization. Interactive Evolutionary Computation (IEC) becomes more important in design process that is directly related with human factors such as emotion, preference, feeling, etc. [ 6 ].
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Introduction to Design Optimization
• what items we make decisions about (design variables) and what items are held fixed (design parameters) These choices will affect the solution to the design optimization problem. Mathematical techniques will help find the answer, but we define the question University of Michigan Department of Mechanical Engineering June 20, 2005
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5 Product optimization: approaches and applications
5.2 Steps in a designed experiment and product optimization study Currently, investigators follow a standard sequence set of steps to opti mize a product. Although variations in the sequence occur, virtually all studies follow a simple format design which goes from formula develop ment to testing to analysis: Step 1.
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Design Optimization for Improved Efficiency | PTC
Design for manufacturing, service, and real-world results. Enhance design optimization with PTC. Improve design optimization by combining CAD and IIoT to reduce …
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Ten Keys to Product Optimization | Silicon Valley Product Group
There are a couple important notes: Role of UX. The role of user experience design is still important but for a product optimization work, the level of effort and the skills required of the UX team are different. In general, it is much less involved. Remember that you're just typically making one design change at a time.
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