Browse Topic: Wiring

Items (1,707)
Railway wire harness connectors are critical elements in modern rail transport systems, ensuring reliable signal transmission, power distribution, and communications across the subsystems that govern traction, braking, and passenger information. The progressive deterioration of these connectors under harsh operating conditions, particularly temperature variations encountered during continuous railway operations, poses significant challenges to system reliability and operational safety. This paper presents a hybrid framework integrating an adaptive Wiener process with a deep generative model (DGM) for reliability assessment and remaining useful life (RUL) prediction of railway wire harness connectors under multi-temperature conditions. The proposed methodology combines Arrhenius-based temperature acceleration with a Wiener degradation model that characterizes temperature-dependent degradation kinetics. Specifically, a variational autoencoder (VAE) is employed as the deep generative network to learn the complex nonlinear degradation patterns that conventional parametric models may fail to capture. Furthermore, a particle filter algorithm is incorporated to enable real-time Bayesian parameter updating and state estimation, thereby allowing the model to be refined in an adaptive manner as new monitoring data become available. The effectiveness of the proposed method is validated through accelerated degradation tests on electrical connectors at four temperature levels (25°C, 55°C, 85°C, and 105°C), demonstrating that the RMSE is reduced by 23.5%, 18.2%, and 32.1% compared with the standard Wiener process, LSTM-based approach, and Gaussian process regression, respectively. The analytically derived reliability function and RUL distribution provide comprehensive uncertainty quantification to support maintenance decision-making in railway systems.
Wu, JiajunChen, Yongping
The space cable-rod deployable articulated mast is a type of space-deployable structure with high storage efficiency. As a critical component, the pretension in the cables directly affects the stiffness and dynamic characteristics of the mast. However, research on the modeling of cable assemblies remains limited, and the relationship between cable tensions and the natural frequencies of the system has not been reported, leaving a lack of design and manufacturing guidelines for such assemblies. In this study, a dynamic model of the X-configuration cable–strut assembly consisting of a central locking device and four cables was developed, and its applicability was investigated. Guided by the characteristics of the actual structure, the assembly was simplified into a central mass–spring system, and the governing equations of motion were derived using the Newton–Euler formulation. A finite element (FEM) model based on spring elements is constructed to validate the proposed formulations. In addition, another FEM model employing beam elements is developed, and modal analyses are conducted to compare with theoretical predictions, thereby assessing the applicability of the model. The results demonstrate that the equivalent spring model can accurately capture the first, fourth, and fifth natural frequencies of the system, while its prediction of in-plane frequencies is limited due to the neglect of cable bending effects. Based on the characteristics of the three out-plane modes, explicit relationships between natural frequencies and cable tensions are derived. This work provides new insights into the simplified modeling of cable assemblies and offers valuable references for further refinement and practical applications.
Zhang, ShichengWang, YufengZhang, XiaochengSun, ChaoHe, HuadongWu, Zhiqiang
The global automotive landscape is undergoing a significant paradigm shift driven by the rapid development cycles of emerging competitors, leaving traditional European OEMs with a critical time-to-market gap. To bridge this gap, automotive engineering must pivot from traditional hardware-based processes toward agile, digital data-driven methodologies. This paper presents a feasibility study on the implementation of data-centric approaches in component development, evaluated using the high-voltage wiring harness (HVWH) as a representative example. The HVWH serves as a practical validation case for the presented methodologies, covering both Artificial Intelligence (AI) based and deterministic methods. The study provides a detailed assessment of various AI-based and deterministic methodologies at specific stages of the product development process, targeting both product design and the product development process itself. The objective is to reduce time-to-market at the component-level by optimizing workflows, increasing process and development efficiency, and enabling knowledge reuse throughout the development process. Beyond individual method evaluation, the study examines how deterministic and AI-based approaches can be integrated into development workflows. For this purpose, process mining is first applied to identify general challenges specific to the HVWH development workflow and to derive use cases in which AI can contribute to reducing development time. From these, three use cases are selected for detailed investigation. For each use case, the necessary prerequisites, the applied methodology, the results and the limitations of AI integration are described and discussed. By integrating structured knowledge with automated workflows, the proposed frameworks allow for autonomous application of historical insights to current design parameters, streamlining the decision-making process. This semantic structure prevents the loss of critical engineering knowledge and enables continuous AI-assisted improvement across different vehicle generations. The study concludes that the proposed use cases provide a technically viable pathway to shorten development timelines, enabling European OEMs to match the speed of competitors while maintaining high standards of quality, functionality and safety.
Bode, Jana PascalKröll, SarahVohwinkel, NikolausPaetzold-Byhain, Kristin
This SAE Recommended Practice describes the recommended methods for testing flexible harness coverings for use on ground vehicle electrical distribution systems. It shall apply to all tapes, extruded tube, and textile tube.
Harness Covering Standards Committee
This digital standard is a requirements extract of AS50881H Wiring Aerospace Vehicle. This file contains a general requirements extraction as well as files that are optimized for use with Doors Classic, Siemens Polarian, and PTC.
Aircraft lighting systems play a vital role in ensuring operational safety, visibility, and regulatory compliance. Exterior lighting systems are essential for aircraft identification, navigation, collision avoidance, and ground operations under varying environmental conditions. These systems typically include navigation lights, anti-collision lights, landing and taxi lights. An aircraft lighting system comprises light sources, optical elements, electronic control units, power interfaces, wiring harnesses, and mechanical mounting structures. Among these components, optics are critical as they control light distribution, intensity, color accuracy, and efficiency while withstanding harsh aerospace environments such as vibration, thermal cycling, and aerodynamic loads. Aircraft exterior lights are subjected to severe thermo-mechanical stresses due to aerodynamic loading, vibration, and thermal cycling. The use of high-performance optical polymers such as Cyclo Olefin Polymers (COP) provides excellent light transmission and stability; however, their relatively lower mechanical toughness makes them susceptible to stress-induced cracking during assembly. In the baseline configuration, the Circuit Board Assembly (CBA) was fastened directly onto the optic using self-tapping screws. During assembly, frequent crack initiation was observed in the optic around the fastener locations, leading to concerns regarding reliability and maintainability. To address this issue, a redesigned mounting approach was developed that eliminated direct fastener penetration into the optic. Instead, the CBA is retained using a precision clamping mechanism, thereby distributing assembly loads uniformly and avoiding localized stress concentrations. COP material was retained due to its superior optical characteristics and compliance with photometric requirements for aircraft lighting applications. The redesigned optic-CBA interface was validated through Highly Accelerated Life Test (HALT), incorporating combined vibration, temperature, and thermal shock profiles. Test results confirmed that the new clamping design prevented crack formation, improved mechanical robustness, and ensured long-term optical performance. This paper presents the problem definition, root cause analysis of fastener-induced cracking, the design rationale for adopting a clamp-based mechanism, and detailed HALT validation results. The study highlights the importance of integrating material properties, fastening strategies, and environmental testing in the design of aerospace lighting systems. The proposed design methodology provides a pathway to enhance reliability and lifecycle performance of critical optical components in aircraft applications.
Vialta, FredericoS, NikhilKatageri, PraveenSP, PradeepSingh, Abhimanyu Kumar
Modern aircraft depend on extensive electrical wiring networks for power distribution, avionics, and control systems; however, these wiring systems are vulnerable to wear, insulation degradation, and arcing over time, leading to safety risks and costly unscheduled maintenance. This paper introduces an advanced Electric Health-Monitoring Wiring (E-Wiring) system that integrates temperature, current, insulation, vibration, and environmental sensors directly into aircraft wiring harnesses to enable continuous monitoring and intelligent fault detection. Data from these embedded sensors are processed through a distributed edge AI network, forming an Electrical Health Monitoring System (EHMS) capable of real-time diagnostics, predictive maintenance, and fault localization. The architecture comprises smart cable segments with sensor nodes, local harness gateways for edge processing, aircraft-level EHMS integration via AFDX/Ethernet, and cockpit or maintenance displays linked to ground-based cloud analytics for fleet-wide insights. We have an existing method to detect by using acoustic sensing method which can detect ongoing insulation chafing or a cut, they are limited in identifying pre-existing damages and by adding multiple acoustics in the existing wire harnesses it’ll add extra load to the aircraft. To overcome this, the system incorporates Time Domain Reflectometry (TDR) technology to detect both existing and potential wiring faults. The TDR circuitry interfaces with onboard devices, injecting test signals into wiring to pinpoint insulation anomalies or conductor breaks without adding significant weight or complexity. The proposed E-Wiring and EHMS solution enhances aircraft safety, reduces maintenance costs, and improves operational availability, offering a scalable approach for both retrofit and new-generation aircraft.
Tammana, Bala Sai Sri RohitMurthy, HarshaMendu, HarikaSivaniSunandha
AE-8D Wire and Cable Committee
Procurement specification is principally for defining protection sleeves on a cable or group of electrical/fiber optic wires (wiring bundle). Single wire protection depends on the minimum diameter of the wire. Sleeve may be used to protect a wire bundle for a platform installation or for repair of installed damaged jacket or jacket/shielded wire bundles. Refer to AS50881 for aerospace wire bundle protection installations.
AE-8D Wire and Cable Committee
AE-8D Wire and Cable Committee
This document presents design and application information which will allow optimized utilization of filter line wire and cable purchased to AS85485. Filter line wire is defined and design information is presented. The electrical and mechanical performance characteristics of the wire, along with recommended harnessing methods and techniques, are also presented.
AE-8A Elec Wiring and Fiber Optic Interconnect Sys Install
This SAE Standard defines a method for evaluating the immunity of automotive electrical/electronic devices to radiated electromagnetic fields coupled to the vehicle wiring harness. The method, called bulk current injection (BCI), uses a current probe to inject RF onto the wiring harness in the frequency range of 1 to 400 MHz. BCI is one of a number of test methods that can be used to simulate the electromagnetic field. The test method refers to ISO 11452-4 (please refer to ISO 11452-4 for test procedures). In addition to ISO 11452-4, this test method also includes a differential bulk current injection (DBCI) test. DBCI is described in Section 4 of this document.
Electromagnetic Compatibility (EMC) Standards
Distributed battery management systems (BMS) are critical for scaling electric vehicle packs to hundreds of cells, but reliable high-speed communication between modules remains a challenge. Daisy-chained SPI and CAN FD are widely deployed today, while Ethernet is being evaluated for next-generation systems that require higher bandwidth, synchronization, and diagnostics. This paper examines the signal integrity (SI) challenges facing distributed BMS communication, including skew, jitter, crosstalk, and electromagnetic interference (EMI) across PCB traces and wiring harnesses. HyperLynx and SPICE-based simulations are combined with experimental results on a 192-cell test platform to quantify the impact of layout constraints, impedance mismatches, and harness parasitic. Results show that poor SI design can reduce signal margins by more than 18 dB, leading to data corruption and diagnostic failures. Results show poor SI design can reduce signal margins by 18 dB, causing data errors. Measured BER is ≤1×10-12, jitter decreases up to 30%, and Ethernet latency stays below 120 ns under worst-case EMI. Additional testing confirmed SPI and Ethernet maintain stable communication across 192-cell BMS platform. Co-design strategies for PCB routing, termination, and shielding are proposed, achieving up to 30% reduction in jitter and error rates under worst-case EMI conditions. By addressing both current SPI-based systems and future Ethernet implementations, this paper provides practical guidelines for engineers developing distributed BMS architectures that meet ISO 26262 functional safety while enabling scalable and reliable next-generation EV platforms.
Abdul Karim, Abdul Salam
Modern vehicle design involves complex considerations and tradeoffs between system integration and layout which have a direct impact on performance, efficiency, and cost. The placement of equipment including control boards, motors, and fans as well as the routing of ducts and wire harnesses poses a time-consuming and intricate problem for design engineers. This paper presents an automated methodology to determine the optimal component packaging configuration, duct routing, and wire harnessing layout to maximize component packing density and minimize the total routing length. A two-stage optimization framework has been developed where the first stage packages the components within the design space with considerations for space utilization, component overlap, proximity relationships, point-to-point accessibility, and component mounting. The second stage implements a custom A* path-finding algorithm and gradient based optimization to determine the optimal route layout between port points. The objective of this work – using A* and gradient based optimization - is to minimize the total length of the duct work and harness layout while respecting proximity, overlap, and accessibility considerations. This paper outlines the methodology and real-world application through the design optimization of an automotive dashboard.
LeFrancois, RichardKim, Il Yong
The automotive industry is undergoing a fundamental transformation in Electrical/Electronic (E/E) architecture, evolving from traditional distributed and domain-based designs toward zonal configurations. The rapid growth of software-defined functionality, cross-domain integration, and centralized computing has exposed inherent limitations of legacy architectures in scalability, wiring complexity, and system integration. Zonal E/E architecture addresses these challenges by consolidating computing and Input/Output (I/O) resources into high-performance controllers distributed across physical zones of a vehicle. This transformation, however, cannot occur instantaneously, as contemporary vehicle designs and E/E system solutions are the result of decades of incremental development based on distributed and domain-based paradigms. Moreover, key enabling technologies for zonal E/E architecture—such as high-performance Central Compute Platform (CCP) and zonal controllers, high-speed automotive Ethernet, and standardized software architecture—are still maturing. To ensure safety, reliability, and cost-effectiveness, Original Equipment Manufacturers (OEMs) must therefore adopt carefully planned evolution strategy to progressively consolidate functions, realizing the zonal design step by step. This paper proposes a unified architectural framework that systematically maps the full spectrum of evolutionary paths toward zonal E/E architecture. The framework identifies major transition stages, key engineering activities, and alternative migration paths, including distributed and domain-based architectures, vertical and horizontal function integration, various domain fusion patterns, mixed E/E architecture, continuous function migration to CCP and zonal controllers, and ultimately, the full realization of zonal E/E architecture. By organizing and contrasting these evolutionary paths, the framework provides OEMs with architectural insight and practical guidance for planning low-risk, staged transition toward fully zonal E/E architecture capable of supporting next-generation Software-Defined Vehicles (SDVs).
Jiang, Shugang
AE-8C2 Terminating Devices and Tooling Committee
This article describes an enhanced, more efficient way to build and test wire harnesses. The wire harness is a complex, organized bundle of wire found in virtually every motorized vehicle, machinery and equipment. Manual work is usually performed in assembling such harnesses, which is time-consuming and error-prone. Workers usually rely on printed diagrams and basic tools, which can be tiring and tricky to follow, especially when the designs change often. The new system solves many of these issues by combining a smart testing machine called Quad 64 with a large digital display workbench. Instead of looking at paper drawings, workers can now see the full wire layout directly on a screen, life-sized and clear. This makes it easier to understand where each wire goes and what to do next. What’s really helpful is that the system can spot mistakes right away. If a connector is omitted or a wire is placed wrongly, the system will report the error immediately and show it and the remedy. It keeps a shared log of common errors to help inform future guidance and accelerate the learning curve for new team members. This method accelerates labor, minimizes costly errors and breaks down confusion by engaging in a more participatory and visual process. And it makes for a safer, more supportive work environment for employees. And it is better, simpler and smarter than doing it right the first time.
Sancheti, Rahul Madanlal
The integration of Advanced Driver Assistance Systems (ADAS) into modern vehicles necessitates innovative solutions for interior packaging that balance out safety, performance, and ergonomic considerations. This paper introduces an inverted U-shaped steel tube cross car beam (CCB) as a superior alternative to traditional straight tube designs, tailored for premium vehicle instrument panels. The U-shaped geometry overcomes the limitations of straight tube beams by creating additional packaging space for components such as AR-HUDs, steering columns, HVAC systems, and electronic control units (ECUs). This geometry supports efficient crunch packaging while accommodating ergonomic requirements like H-point, eyeball trajectory, and cockpit depth for optimal ADAS component placement. The vertical alignment of the steering column within the U-shaped design further enhances space utilization and structural integrity. This study demonstrates that the inverted U-shaped CCB is a transformative solution for ADAS packaging, providing superior durability, crash performance, and knee injury mitigation compared to traditional straight tube designs. By addressing challenges such as crunch packaging, structural stiffness, and manufacturing efficiency, the U-shaped beam sets a new standard for global automotive platforms. The findings underscore its potential to revolutionize vehicle interiors, enabling advanced technology integration while maintaining safety and efficiency.
Mahajan, Ajay SenuRegatte, GaneshNagarjuna, KamisettiSahoo, SandeepUdugu, KumaraswamyJC, Sudheera
Passenger cars are subjected to extensive conditions ranging from driving through wet roads, water puddles, icy roads, and rain. This can affect the performance of different parts over time, one such aspect is the vehicle corrosion, whose impact is felt on a wide spectrum from aesthetics to safety due to loss of material. The general condition for corrosion mainly requires electrolyte to be present on the metal surface, which is transported through self-soiling and foreign soiling. Vehicle soiling is an important aspect for vehicle design. Amongst the many aspects of vehicle soiling, one important aspect is the prediction of water accumulation that enables prediction of corrosion sensitive regions in the vehicle. Power train components like Engine, transmission and corresponding wiring harness are at highest risk of water-wetting, As the vehicle drives through the water puddle the components are not just wet by the direct inflow of water but also by water being splashed by moving components like belt and pulley mechanism and fan which is part of radiator system. So far, the current numerical methods address soiling without considering moving parts in power train, however there is a need to understand the impact of moving components to accurately to better understand the high corrosion probable areas. This paper describes the process to include moving components and its impact on wetting of critical power train components. The presented work involves coupling of Blender® to model belt and pulley mechanism with SPH software PreonLab. A comparison between effects of with and without the moving parts is presented. The results show 80% deviation for Engine Wetting time inferring that to predict the hotspots in powertrain components it is important to accurately model the moving components.
Shukrey, SarthakPattankar, RohanYenugu, Srinivasa
In the current automotive design and development of the Electrical Distribution System (EDS), at an earlier stage, before the physical prototyping is largely absent. Traditional methods for verification and validation of EDS are performed with HIL, SIL, MIL, prototype testing or physical vehicle trials reveal design errors at later stages in the development cycle, which may lead to redesign, prolonged timelines and increased failure rates at vehicle integration. Hence, there is a critical need for an early-stage simulation methodology that ensures robustness and reliability of E/E architecture with first-time-right readiness at the design stage itself. In this paper, a digital EDS architecture simulation introduces a mode-based structural behavioural approach where specific vehicle functions, failure conditions and malfunction scenarios are set up in a simulation environment with their corresponding electrical circuits for simulation. A function-specific truth table-based analysis model enabling the controller to control the electrical paths for different electrical loads dynamically. This methodology ensures digital verification of electrical loads behaviour at different operating conditions, power distribution and switching logics are accurately validated during the design stage, reducing production time issues and ensuring seamless transition to series production.
Jaisankar, GokulnathWarke, UmakantChakra, PipunBorole, Akash
The integration of hydrogen (H2) as a fuel source in internal combustion engines (ICE) necessitates stringent design measures to mitigate leakage risks and ensure operational safety. This study focuses on the design optimization of vanity cover for hydrogen engines. Computational fluid dynamics (CFD) analysis is carried out to assess and control hydrogen leakage through fuel rail connections, injector interfaces and associated high pressure fuel system components. Detailed modelling of hydrogen flow behavior, diffusion characteristics of leaked hydrogen are simulated for worst case scenarios. Design iterations targeted improvement in ventilation pathways, strategic placement of vent holes, and internal flow management to minimize localized hydrogen buildup. The final design achieved hydrogen concentration, which was less than 4%. This paper validates the critical role of CFD driven design methodology in proactively identifying leakage risks and optimizing component geometries for enhanced safety and regulatory compliance without compromising structural integrity or manufacturability.
Veerbhadra, Swati AshvinkumarSahu, Abhay KumarSingh, Rahul
The automotive wiring harness (length of 4-5 km) is a very important and complex system in the development of a modern car due to lot of new electric & electronic components and sensors. It is a very sensitive material unlike metals and is considered as a composite which is highly anisotropic in nature, as it consists of several different layers of copper/aluminum strands and insulation. Because of insulation, wiring harness exhibits viscous plastic behavior which is crucial in determining the durability and long-term performance of the cables. Material property has a crucial role in determining the behavior of wiring harness after assembly into the car. Wiring harness may undergo Bending, Torsion and Tension loads, causing the stress and strain in the individual electrical wires. The lack of CAE validation of the wiring harness routing may lead to extra costs for the automotive OEMs during product development. This study explains the novel method of Testing the Cables and Bundles present in cars to get the material properties of it. The procedural description is applicable to single core, multi core and Bundles containing various configurations of cables. Initial assessment tests have been carried out before confirming the methodology for this testing, to ensure the repeatability of test results among various Test samples. The findings from this testing are Bending stiffness, Torsional stiffness and Axial(Tensile) stiffness for calculating the length-independent stiffness of the wiring harness material. The result plots from this Testing contain flow curves to determine the modulus of elasticity, ultimate strength etc., and cyclic curves to determine the Visco-plastic properties of the wiring harness. Material properties from this Testing will be used in the digital development of wiring harness CAE during vehicle development.
Beesetti, SivaKalkala Balakrishna, PrasadJames Aricatt, JohnShah, DipamTas, OnurKrogmann, Stephan
Globally, the share of emissions from transport is 15%, out of which more than 2/3rd emissions are contributed by road transport as per 2014 report of Intergovernmental Panel on Climate Change (IPCC). The need of mitigation measures in transport sector has been realised however the study of life cycle emission needs to be done with the tailpipe emissions so that some holistic solution can be worked upon. Strikingly, in the life cycle studies of a passenger car, it was found that the share of raw materials related to copper is around 50% of the total amount of raw material used and the share of copper in the curb weight of vehicle is just 1%. Also, for an Internal Combustion Engine vehicle (ICE), mostly the copper is used in the wiring harness. In this paper, the life cycle assessment of wiring harness is done to understand the environmental impacts throughout the life cycle stages. The comparative study of aluminium alloy and copper has also been done to know the change in environmental impacts during their production and it is found that the aluminium alloy wiring harness has higher GHG emissions than the copper wiring harness in the manufacturing stage. The modelling of the different phases of wire manufacturing is done with the latest version Craft 10.2 of SimaPro software in the Indian context. The vital information generated through this research will provide valuable insights to interested stakeholders (manufacturers, researchers and policy makers) to identify the hotspots of environmental impacts due to automotive cables in its entire life cycle. The study evaluates the environmental impact of wiring harness used in automobiles in India based on secondary data available in the literature, surveys with wiring harness manufacturers and Ecoinvent database. The emission reduction scenario with the infusion of recycled copper and increasing renewable energy share in national electricity grid mix of India has been analysed for 2032, where the GHG emissions were found to be reduced by 17%.
Kumar, NamanBawase, MoqtikThipse, Sukrut
This study discusses the generalized workflow and design techniques for detecting radiated emissions from vehicle electronic systems to ensure an electromagnetic compatible (EMC) vehicle specified by radiated emission standards such as CISPR-12 and CISPR-25. In this work, CST studio suite software is used to examine the vertical polarization in an E vehicle. The results of the radiated emission are plotted as dBμV/m vs Hz to understand the radiation effects generated by different electronic devices across different frequencies. The discussed method serves as a guide for forming a virtual electromagnetic environment where a real vehicle is simulated to study the interference effects and design a suitable filter to reduce the effect of EMI.
Manuelraj, MasilamaniPrasad, SuryanarayanaNarayanan, Siva Suriya
The rapid evolution of electric vehicles (EVs) has amplified the demand for highly integrated, efficient, and intelligent powertrain architectures. In the current automotive landscape, EV powertrain systems are often composed of discrete ECUs such as the OBC, MCU, DC-DC Converter, PDU, and VCU, each operating in isolation. This fragmented approach adds wiring harness complexity, control latency, system inefficiency, and inflates costs making it harder for OEMs to scale operations, lower expenses, and accelerate time-to-market. The technical gap lies in the absence of a centralized intelligence capable of seamlessly managing and synchronizing the five key powertrain aggregates: OBC, MCU, DC-DC, PDU, and VCU under a unified software and hardware platform. This fragmentation leads to redundancy in computation, increased BOM cost, and challenges in system diagnostics, leading to sub-optimal vehicle performance. This paper addresses the core issue of fragmented control architectures in EV powertrains by proposing a domain controller based integrated solution for EV powertrain referred as Integrated Powertrain Domain Controller (IPDC).
Kumar, MayankDeosarkar, PankajInamdar, SumerTayade, Nikhil
The fuses identification in power distribution boxes, which demands gathering and synthesizing information from diverse sources, represents a significant time consumption for engineers. Furthermore, the inherently repetitive nature of this manual task renders it susceptible to inaccuracies. To address this limitation, this paper examines the application of Large Language Models (LLMs) in the form of chat-bots for analyzing and optimizing vehicular Electrical Distribution Systems (EDS). The research investigates the capabilities of such a system to process complex EDS data, using Vehicle Manual Owner as a study case, with the goal of identifying optimization opportunities and improving project efficiency. The results of the application of Retriever Augmented Generation (RAG) enhanced the model’s ability to handle domain-specific data and function as a specialist assistant for Power Distribution Boxes. Experiments suggest this automated approach can generate valuable insights, such as identifying fuse component locations, specific fuse identifiers, amperage ratings, and the connectors associated with particular modules.
Araújo, PriscilaOlympio, ThomasSoares, RonaldoBarros, Maria IsabelSilva, JanyssonFerreira, Flávio Fabrício V. M.Murari, Thiago B.
The modern vehicle electrical architecture consists, on average, of 30 integrated electronic modules (ABS, infotainment, instrument panel, etc.), also known as Electronic Control Units (ECUs), and approximately 300 peripherals such as sensors (collision, temperature, oxygen, position, pressure, etc.) and actuators (window motor, mirror motor, relays, airbag inflator, windshield wiper, etc.). This increase in component integration imposes significant challenges to system installation and design. The interconnection of multiple devices renders harness design an arduous and time-consuming task, especially when conducted manually, resulting in error-prone and suboptimal outcomes. Such a scenario highlights the pressing need for studies on harness routing optimization in the automotive industry. Historically, wiring harness design practices have transitioned from manual approaches to the adoption of advanced computational tools. This methodological transition encompasses the use of various techniques, such as algorithms, 3D simulation, and machine learning, aiming for effective solutions to this complex challenge. In this context, the present work aims to conduct a literature review on wiring harness routing optimization strategies, with an emphasis on their application in vehicular electrical architecture. The current academic literature indicates that advancements in optimization approaches are crucial, especially through the application of methods such as Genetic Algorithms, Agent-Based Modeling and Simulation, Integer Linear Programming (ILP) and Linear Programming (LP) applied to the Steiner Tree Problem, Simulated Annealing, Ant Colony Systems, Particle Swarm, among others. Such methodologies are fundamental not only for developing lighter and more compact harnesses but also for a more efficient exploration of available physical space, culminating in layout development time optimization.
Ribeiro, ThiagoReis, BrenoBarreto, ZeusGaleno, AntônioPereira, MarceloFerreira, Fláavio Fabrício V. M.
This AIR is limited to the testing of an extra-high strength copper alloy and benchmark conductors utilizing the test protocol of AS6324. All samples are 19 strand unilay conductors per AS29606 at 24 or 26 AWG, either nickel or silver coated. At 24 AWG, extra-high strength copper alloy is compared to high strength copper alloy conductors. At 26 AWG, extra-high strength copper alloy is compared to high strength copper alloy and ultrahigh strength copper alloy conductors.
AE-8D Wire and Cable Committee
Modern vehicle integration has become exponentially more difficult due to the complicated structure of designing wiring harnesses for multiple variants that have diverse design iterations and requirements. This paper proposes an AI-driven solution for addressing variant complexity. By using Convolutional Networks and Deep Neural Networks (CNN & DNN) to generate harness routing using defined specifications and constraints, the proposed solution uses minimal human intervention, substantially less time, and enables less complexity in designing. AI trained modelled systems can generally even predict failures in production methods which also reduces downtime and increases productivity. The new AI system automatically converts design specifications to manufacturable design specifications to avoid confusion with design parameters, by optimizing concepts with connector placements, grommet fittings, clip alignments, and other tasks. The solution coping with the inherent dynamic complexity of variant design, is developed to learn the unique design constraints and updates in real-time detailed in a new framework. As opposed to another static master/slave co-ordinate system, this dynamic AI system takes input parameters like but not limited to; the routing through the shortest spline path of an area with geometry and takes that information to automatically develop a harness network based on practical, and most simply possible design. The learning algorithms allows for intelligently scalable designs through truck variant capability optimization. Continual integration occurs at order booking which allows specific order requirements to automatically integrate into the designs. The system continues to manage the process to ensure the design performs optimally. By removing manual intervention and allowing to automatically adapt to variant configurations, this AI system transforms the wiring harness design process and enhances the scalability of production processes. This research proposes a novel solution for reductions in variant complexity, in a scalable developed from the time being reasonable and accurate harness design approach to the wiring harness for modern trucks.
N, Rishi KumaarPatil R, BharathRajavelu, VivekRamachandran, VigneshMohanty, LalitPadmarajan, Vishnu
The intent of the SAE Aerospace Recommended Practice (ARP) is to provide a process for users to identify the part number of AS7928 terminal lugs installed in civilian or military applications, although it can also be used to identify terminals that have been stored incorrectly. This ARP is subject to change to keep pace with experience and technical advances of AS7928 terminals. A current set of tables are provided to list and identify current AS7928 terminal lug configurations per the associated specification detail sheet and terminal lug configuration. Specific configuration details, graphic, size, and marking information for each individual terminal lug is provided to assist the product user with accurate selection for replacement or identification.
AE-8C2 Terminating Devices and Tooling Committee
This specification establishes the performance requirements for the identification of wire and cable by indirect markings that have been applied to electrical insulating materials including heat shrink sleeving, wrap around labels and “tie-on” tags as well as any other types of materials used for indirect marking. This specification covers the processes used to mark these materials, including impact ink marking, thermal transfer, hot stamp, and lasers, etc. This specification does not cover the direct marking on insulated electrical wires and cables.
AE-8A Elec Wiring and Fiber Optic Interconnect Sys Install
This SAE Aerospace Information Report (AIR) defines the areas where incompatibility may exist between the selected wire and the electrical connector in which it is terminated and how to design for compatibility. Refer to ARP914 for a glossary of connection terms.
AE-8C1 Connectors Committee
This SAE Aerospace Information Report (AIR) is limited to the subject of compatibility of wiring as part of aircraft Electrical Wiring and Interconnect Systems (EWIS) installed in and around aircraft fuel tanks.
AE-8A Elec Wiring and Fiber Optic Interconnect Sys Install
How to strike a balance between cable performance and resilience. In aerospace and defense applications, cables hold vast mechanical responsibility. Quietly operating in the background, they are expected to successfully transmit signals and data in some of Earth's harshest conditions, needing to withstand extreme winds, temperatures and vibrations. The main challenge lies in achieving the optimal balance between cable performance and rugged resilience. Here, Jeff Wood, from mil-spec cable specialist WireMasters, explains the importance of both performance and resilience in wiring solutions for aviation and military, and how to find a middle ground that best fits the application. Often, a successful cable design is associated with its speed or bandwidth. While both qualities contribute towards high cable performance, durability can consequently be overlooked. However, a resilient cable provides longevity, ruggedness and reliability, which are crucial to aerospace and military applications in demanding environments. Instead of maximizing one or the other, good cable solutions intelligently integrate both performance and durability into their designs.
This SAE Standard establishes the minimum construction and performance requirements for a 15 pole connector between towing vehicles and trailers, for trucks, trailers, and dollies, for 12 VDC nominal applications in conjunction with SAE J2742. The connector accommodates both power and ISO 11992-1 signal circuits along with dual ground wires to accommodate grounding requirements within the constraints of the SAE J2691 terminal capacity.
Truck and Bus Electrical Systems Committee
This SAE Standard establishes the minimum construction and performance requirements for seven conductor 1/8-1/10-5/12 cable for use on trucks, trailers and converter dollies for 12 VDC nominal applications. Where appropriate, the standard refers to two types of cables (Type F and S, described later in the standard), due to the variation in the performance demands of cables used in flexing and stationary applications.
Truck and Bus Electrical Systems Committee
This SAE Standard encompasses connectors between two cables or between a cable and an electrical component and focuses on the connectors external to the electrical component. This document provides environmental test requirements and acceptance criteria for the application of connectors for direct current electrical systems of 60 V or less in the majority of heavy-duty applications typically used in off-highway machinery. Severe applications can require higher test levels or field-testing on the intended application.
CTTC C2, Electrical Components and Systems
For years the NVH community has known that openings in the dash sheet metal, such as holes to pass wire harnesses through, creates an acoustical weak point that limits the potential noise reduction of the dash insulation system. These pass-throughs can also be a source of water leaks into the vehicle’s interior. With internal combustion engines and now electric inverter power plants generating significant high frequency sound, the need to seal this area is vital. By molding a lightweight barrier that draws through the fiber/absorber interior decoupler and dash sheet metal which mates to a secondary seal molded into an outer engine dash decoupler, the two opposing molded barriers meet in the engine compartment and compress together forming a seal around the wire harness. This male/female molded seal replaces the conventional snap in grommet and eliminates noise/water leaks. The system Sound Transmission Loss (STL) is equivalent to similarly insulated sheet metal with no holes, increasing sound intelligibility/articulation index in the automotive interior, leading to new levels of occupant comfort and ease of communication. This technology can also be used anywhere in the vehicle where a hole is created in sheet metal and a wire is passed through it (e.g. electric side view mirrors).
Check, JamesMoritz, Charles
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