End-of-Life and Constant Rate Reliability Modeling for Semiconductor Packages Using Knowledge-Based Test Approaches

End-of-life and constant rate reliability modeling for semiconductor packages are the focuses of this dissertation. Knowledge-based testing approaches are applied and the test-to-failure approach is approved to be a reliable approach. First of all, the end-of-life AF models for solder joint reliability are studied. The research results show using one universal AF model for all packages is flawed approach. An assessment matrix is generated to guide the application of AF models. The AF models chosen should be either assessed based on available data or validated through accelerated stress tests. A common model can be applied if the packages have similar structures and materials. The studies show that different AF models will be required for SnPb solder joints and SAC lead-free solder joints. Second, solder bumps under power cycling conditions are found to follow constant rate reliability models due to variations of the operating conditions. Case studies demonstrate that a constant rate reliability model is appropriate to describe non solder joint related semiconductor package failures as well. Third, the dissertation describes the rate models using Chi-square approach cannot correlate well with the expected failure mechanisms in field applications. The estimation of the upper bound using a Chi-square value from zero failure is flawed. The dissertation emphasizes that the failure data is required for the failure rate estimation. A simple but tighter approach is proposed and provides much tighter bounds in comparison of other approaches available. Last, the reliability of solder bumps in flip chip packages under power cycling conditions is studied. The bump materials and underfill materials will significantly influence the reliability of the solder bumps. A set of comparable bump materials and the underfill materials will dramatically improve the end-of-life solder bumps under power cycling loads, and bump materials are one of the most significant factors. Comparing to the field failure data obtained, the end-of-life model does not predict the failures in the field, which is more close to an approximately constant failure rate. In addition, the studies find an improper underfill material could change the failure location from solder bump cracking to ILD cracking or BGA solder joint failures

Parametric Yield of VLSI Systems under Variability: Analysis and Design Solutions

Variability has become one of the vital challenges that the designers of integrated circuits encounter. variability becomes increasingly important. Imperfect manufacturing process manifest itself as variations in the design parameters. These variations and those in the operating environment of VLSI circuits result in unexpected changes in the timing, power, and reliability of the circuits. With scaling transistor dimensions, process and environmental variations become significantly important in the modern VLSI design. A smaller feature size means that the physical characteristics of a device are more prone to these unaccounted-for changes. To achieve a robust design, the random and systematic fluctuations in the manufacturing process and the variations in the environmental parameters should be analyzed and the impact on the parametric yield should be addressed. This thesis studies the challenges and comprises solutions for designing robust VLSI systems in the presence of variations. Initially, to get some insight into the system design under variability, the parametric yield is examined for a small circuit. Understanding the impact of variations on the yield at the circuit level is vital to accurately estimate and optimize the yield at the system granularity. Motivated by the observations and results, found at the circuit level, statistical analyses are performed, and solutions are proposed, at the system level of abstraction, to reduce the impact of the variations and increase the parametric yield. At the circuit level, the impact of the supply and threshold voltage variations on the parametric yield is discussed. Here, a design centering methodology is proposed to maximize the parametric yield and optimize the power-performance trade-off under variations. In addition, the scaling trend in the yield loss is studied. Also, some considerations for design centering in the current and future CMOS technologies are explored. The investigation, at the circuit level, suggests that the operating temperature significantly affects the parametric yield. In addition, the yield is very sensitive to the magnitude of the variations in supply and threshold voltage. Therefore, the spatial variations in process and environmental variations make it necessary to analyze the yield at a higher granularity. Here, temperature and voltage variations are mapped across the chip to accurately estimate the yield loss at the system level. At the system level, initially the impact of process-induced temperature variations on the power grid design is analyzed. Also, an efficient verification method is provided that ensures the robustness of the power grid in the presence of variations. Then, a statistical analysis of the timing yield is conducted, by taking into account both the process and environmental variations. By considering the statistical profile of the temperature and supply voltage, the process variations are mapped to the delay variations across a die. This ensures an accurate estimation of the timing yield. In addition, a method is proposed to accurately estimate the power yield considering process-induced temperature and supply voltage variations. This helps check the robustness of the circuits early in the design process. Lastly, design solutions are presented to reduce the power consumption and increase the timing yield under the variations. In the first solution, a guideline for floorplaning optimization in the presence of temperature variations is offered. Non-uniformity in the thermal profiles of integrated circuits is an issue that impacts the parametric yield and threatens chip reliability. Therefore, the correlation between the total power consumption and the temperature variations across a chip is examined. As a result, floorplanning guidelines are proposed that uses the correlation to efficiently optimize the chip's total power and takes into account the thermal uniformity. The second design solution provides an optimization methodology for assigning the power supply pads across the chip for maximizing the timing yield. A mixed-integer nonlinear programming (MINLP) optimization problem, subject to voltage drop and current constraint, is efficiently solved to find the optimum number and location of the pads

Reliability Analysis of Electrotechnical Devices

This is a book on the practical approaches of reliability to electrotechnical devices and systems. It includes the electromagnetic effect, radiation effect, environmental effect, and the impact of the manufacturing process on electronic materials, devices, and boards

Through-Silicon Vias in SiGe BiCMOS and Interposer Technologies for Sub-THz Applications

Im Rahmen der vorliegenden Dissertation zum Thema „Through-Silicon Vias in SiGe BiCMOS and Interposer Technologies for Sub-THz Applications“ wurde auf Basis einer 130 nm SiGe BiCMOS Technologie ein Through-Silicon Via (TSV) Technologiemodul zur Herstellung elektrischer Durchkontaktierungen für die Anwendung im Millimeterwellen und Sub-THz Frequenzbereich entwickelt. TSVs wurden mittels elektromagnetischer Simulationen modelliert und in Bezug auf ihre elektrischen Eigenschaften bis in den sub-THz Bereich bis zu 300 GHz optimiert. Es wurden die Wechselwirkungen zwischen Modellierung, Fertigungstechnologie und den elektrischen Eigenschaften untersucht. Besonderes Augenmerk wurde auf die technologischen Einflussfaktoren gelegt. Daraus schlussfolgernd wurde das TSV Technologiemodul entwickelt und in eine SiGe BiCMOS Technologie integriert. Hierzu wurde eine Via-Middle Integration gewählt, welche eine Freilegung der TSVs von der Wafer Rückseite erfordert. Durch die geringe Waferdicke von ca. 75 μm wird einen Carrier Wafer Handling Prozess verwendet. Dieser Prozess wurde unter der Randbedingung entwickelt, dass eine nachfolgende Bearbeitung der Wafer innerhalb der BiCMOS Pilotlinie erfolgen kann. Die Rückseitenbearbeitung zielt darauf ab, einen Redistribution Layer auf der Rückseite der BiCMOS Wafer zu realisieren. Hierzu wurde ein Prozess entwickelt, um gleichzeitig verschiedene TSV Strukturen mit variablen Geometrien zu realisieren und damit eine hohe TSV Design Flexibilität zu gewährleisten. Die TSV Strukturen wurden von DC bis über 300 GHz charakterisiert und die elektrischen Eigenschaften extrahiert. Dabei wurde gezeigt, dass TSV Verbindungen mit sehr geringer Dämpfung <1 dB bis 300 GHz realisierbar sind und somit ausgezeichnete Hochfrequenzeigenschaften aufweisen. Zuletzt wurden vielfältige Anwendungen wie das Grounding von Hochfrequenzschaltkreisen, Interposer mit Waveguides und 300 GHz Antennen dargestellt. Das Potential für Millimeterwellen Packaging und 3D Integration wurde evaluiert. TSV Technologien sind heutzutage in vielen Anwendungen z.B. im Bereich der Systemintegration von Digitalschaltkreisen und der Spannungsversorgung von integrierten Schaltkreisen etabliert. Im Rahmen dieser Arbeit wurde der Einsatz von TSVs für Millimeterwellen und dem sub-THz Frequenzbereich untersucht und die Anwendung für den sub-THz Bereich bis 300 GHz demonstriert. Dadurch werden neue Möglichkeiten der Systemintegration und des Packaging von Höchstfrequenzsystemen geschaffen.:Bibliographische Beschreibung List of symbols and abbreviations Acknowledgement 1. Introduction 2. FEM Modeling of BiCMOS & Interposer Through-Silicon Vias 3. Fabrication of BiCMOS & Silicon Interposer with TSVs 4. Characterization of BiCMOS Embedded Through-Silicon Vias 5. Applications 6. Conclusion and Future Work 7. Appendix 8. Publications & Patents 9. Bibliography 10. List of Figures and Table

The 1989 Goddard Conference on Space Applications of Artificial Intelligence

The following topics are addressed: mission operations support; planning and scheduling; fault isolation/diagnosis; image processing and machine vision; data management; and modeling and simulation

Design of environmental monitoring systems pH sensing

This document explains the design process and methods of a pH sensor and data logger. It shows how taking advantage of the unique spectral properties of a polymeric membrane, a circuit can be conceived to measure the acidity of a solution within a specific pH range. It also goes through the testing of said circuit and its embedding into an already built CO2 monitoring device, as well as a basic programming code to make it work properly. The project focuses on finding out whether this pH monitoring technique can be used as a cheaper alternative to classic methods, making use of already existing tools and the artificially synthetized membrane. It eventually proves as a high potential instrument for pH sensing, with large scope for improvement at an inexpensive cost, thus making it highly useful for unmanned environmental monitoring processes.Outgoin

Safety and Reliability - Safe Societies in a Changing World

The contributions cover a wide range of methodologies and application areas for safety and reliability that contribute to safe societies in a changing world. These methodologies and applications include: - foundations of risk and reliability assessment and management - mathematical methods in reliability and safety - risk assessment - risk management - system reliability - uncertainty analysis - digitalization and big data - prognostics and system health management - occupational safety - accident and incident modeling - maintenance modeling and applications - simulation for safety and reliability analysis - dynamic risk and barrier management - organizational factors and safety culture - human factors and human reliability - resilience engineering - structural reliability - natural hazards - security - economic analysis in risk managemen