The FAA is pursuing strategic efforts to advance simplified vehicle operations (SVO) through research and development partnerships. Automation is seen as the next step to enhance safety by reducing loss of control accidents, which are still the largest cause of fatal accidents. Past partnerships with NASA and industry that developed technologies like GPS and glass cockpit displays are credited with major safety improvements. The FAA's approach involves specific, targeted R&D to solve safety issues and plan for the future in a step-wise manner focused on aircraft, airmen, and integration. Purposeful partnerships that test innovations can yield real-world safety benefits. The presentation outlines the FAA's vision and plans to continue progressing aircraft automation safely through a methodical
This document describes a major project to develop an E-Pilots system to predict hard landings during commercial flights. The system will use machine learning algorithms to analyze flight data and identify patterns that precede hard landings, providing pilots with real-time warnings. The objectives are to enhance aviation safety and reduce hard landings. The proposed system offers advantages over existing systems such as more accurate predictions and cost savings. The project will involve collecting and analyzing flight data, developing and testing machine learning models, and integrating the system into existing flight systems.
This document describes a major project to develop an E-Pilots system to predict hard landings during commercial flights. The system will use machine learning algorithms to analyze flight data and identify patterns that precede hard landings, providing pilots with real-time warnings. The objectives are to enhance aviation safety and reduce hard landings. The proposed system offers advantages over existing systems such as more accurate predictions and cost savings. The project will involve collecting and analyzing flight data, developing and testing machine learning models, and integrating the system into existing flight systems.
Every day, 50,000 flights take off, transit and land safely within US airspace. NASA Aeronautics is behind many of the technology concepts that make this possible. With drones proliferating and traffic volume rising rapidly, NASA needs a way to stay ahead of the curve. In this session, you will learn how IBM Bluemix quickens NASA's pace in air traffic management research, and hear three lessons learned from a recent NASA project using Bluemix Mobile and Bluemix Data Analytics.
INFORM-Measuring and Monitoring Aircraft Turn Operations v3David Foster
This document discusses measuring and monitoring aircraft turn operations. It provides background on the aircraft turn process, which involves deplaning passengers, servicing the aircraft, and boarding new passengers. It describes how all components of the process are interconnected and how disturbances can impact the whole network. The document advocates for monitoring the various sub-processes of aircraft turns in real-time to proactively manage disruptions and identify issues.
The digital revolution comes to Aircraft Maintenance, Repair and Overhaul (MRO)PMI-Montréal
A commercial transport aircraft has been described as a million parts flying in close formation. Maintaining detailed records on all of these parts and components is both a regulatory and a “good business” requirement-- a massive, hugely paper-intensive activity
Now however, the digital revolution offers the opportunity to transform maintenance by removing paper in favor of electronic record-keeping. The ultimate goal is to simplify maintenance operations using paperless technologies, thereby facilitating regulatory compliance and enabling new processes that will drive down costs.
Join us for a special breakfast meeting on Tuesday 12 May at IATA’s offices for a presentation by IATA Senior Vice President, Safety and Flight Operations, Capt. Kevin Hiatt, and the project lead, Dr. Chris Markou, as they provide first-hand insights into how this immense project will impact the future of aviation.
Speakers
In February 2014, Kevin Hiatt joined the International Air Transport Association (IATA) as Senior Vice President of Safety and Flight operations. In that position, he is responsible for five divisions and over 100 team members providing safety, operational, audit, quality, air traffic, and data support and information.
Kevin joins IATA from the Flight Safety Foundation (FSF) where he was appointed President and CEO in 2013, having joined FSF in 2010 as Executive Vice President. Kevin previously served as Vice President for Corporate Safety and Security for World Airways, and was with Delta Air Lines for 26 years in various positions, including Chief Pilot at the Hartsfield-Jackson Atlanta International Airport Pilot Crew Base from 2002 to late 2005.
Chris Markou is working on Airline Operations Cost Management and Efficiency Improvement, exploring various cost reduction opportunities, efficiencies and synergies between the different airline functions. Chris has initiated the “Paperless Aircraft Operations” industry Think Tank to innovate the Airline Maintenance Operations through acceptance of new technologies and electronic acceptance of current paper functions. He is the Secretary to IATA’s Maintenance Cost Task Force (MCTF), the Airline Cost Management Group (ACMG) and the Aircraft Leasing Advisory Group (ALAG).
Before joining IATA, Chris worked at Delta Air Lines in the Technical Operations (TechOps) Division. He developed the strategic framework in expanding TechOps into one of the leading airline MROs. Throughout his tenure at Delta he held various positions including Manager for Business Development and General Manager for Technical Sales – Marketing – Customer Service.
Before joining Delta, he was an Assistant Professor at Emory University and Research Professor at Georgia Tech. Chris holds graduate degrees from Georgia Tech (MS and Ph.D. in Aerospace Engineering) and from Emory University’s Business School (Executive MBA). Chris has a Diploma from the Mechanical Engineering Department of the Aristotelian Univ. o
AUTOMATION: LESSONS LEARNT FROM SESAR by Michael StandarALIAS Network
- SESAR aims to modernize European air traffic management through the implementation of new technologies and automation. This involves integrating airports, moving to 4D trajectory-based operations, increased automation, system-wide information sharing, and collaborative network planning.
- SESAR uses an "innovation pipeline" approach, starting with exploratory research and moving solutions through phases of validation, demonstration at scale, and finally deployment support. Over 400 exercises involving 8000 experts from across the industry have been conducted to validate solutions.
- Large-scale demonstrations in 2015 aim to confirm global interoperability of SESAR solutions and accelerate their acceptance and industrialization. Coordination is also occurring with related programs like NextGen to ensure worldwide inter
The document discusses new philosophies for aircraft maintenance including reliability-centered maintenance and condition-based maintenance. It emphasizes using data from enhanced sensors and diagnostics to enable predictive and proactive maintenance to improve aircraft availability and reduce costs over the life cycle. Emerging technologies like prognostics and health management will be integrated across all aircraft subsystems.
This presentation focuses on a NextGen tool that makes the migration of key maintenance data from a legacy / MRO software system to a modern system, or a phase-in of a new aircraft a more seamless and fast process. Due to its specific framework, TITAN can also be used for data cleansing purposes.
This document describes a major project to develop an E-Pilots system to predict hard landings during commercial flights. The system will use machine learning algorithms to analyze flight data and identify patterns that precede hard landings, providing pilots with real-time warnings. The objectives are to enhance aviation safety and reduce hard landings. The proposed system offers advantages over existing systems such as more accurate predictions and cost savings. The project will involve collecting and analyzing flight data, developing and testing machine learning models, and integrating the system into existing flight systems.
This document describes a major project to develop an E-Pilots system to predict hard landings during commercial flights. The system will use machine learning algorithms to analyze flight data and identify patterns that precede hard landings, providing pilots with real-time warnings. The objectives are to enhance aviation safety and reduce hard landings. The proposed system offers advantages over existing systems such as more accurate predictions and cost savings. The project will involve collecting and analyzing flight data, developing and testing machine learning models, and integrating the system into existing flight systems.
Every day, 50,000 flights take off, transit and land safely within US airspace. NASA Aeronautics is behind many of the technology concepts that make this possible. With drones proliferating and traffic volume rising rapidly, NASA needs a way to stay ahead of the curve. In this session, you will learn how IBM Bluemix quickens NASA's pace in air traffic management research, and hear three lessons learned from a recent NASA project using Bluemix Mobile and Bluemix Data Analytics.
INFORM-Measuring and Monitoring Aircraft Turn Operations v3David Foster
This document discusses measuring and monitoring aircraft turn operations. It provides background on the aircraft turn process, which involves deplaning passengers, servicing the aircraft, and boarding new passengers. It describes how all components of the process are interconnected and how disturbances can impact the whole network. The document advocates for monitoring the various sub-processes of aircraft turns in real-time to proactively manage disruptions and identify issues.
The digital revolution comes to Aircraft Maintenance, Repair and Overhaul (MRO)PMI-Montréal
A commercial transport aircraft has been described as a million parts flying in close formation. Maintaining detailed records on all of these parts and components is both a regulatory and a “good business” requirement-- a massive, hugely paper-intensive activity
Now however, the digital revolution offers the opportunity to transform maintenance by removing paper in favor of electronic record-keeping. The ultimate goal is to simplify maintenance operations using paperless technologies, thereby facilitating regulatory compliance and enabling new processes that will drive down costs.
Join us for a special breakfast meeting on Tuesday 12 May at IATA’s offices for a presentation by IATA Senior Vice President, Safety and Flight Operations, Capt. Kevin Hiatt, and the project lead, Dr. Chris Markou, as they provide first-hand insights into how this immense project will impact the future of aviation.
Speakers
In February 2014, Kevin Hiatt joined the International Air Transport Association (IATA) as Senior Vice President of Safety and Flight operations. In that position, he is responsible for five divisions and over 100 team members providing safety, operational, audit, quality, air traffic, and data support and information.
Kevin joins IATA from the Flight Safety Foundation (FSF) where he was appointed President and CEO in 2013, having joined FSF in 2010 as Executive Vice President. Kevin previously served as Vice President for Corporate Safety and Security for World Airways, and was with Delta Air Lines for 26 years in various positions, including Chief Pilot at the Hartsfield-Jackson Atlanta International Airport Pilot Crew Base from 2002 to late 2005.
Chris Markou is working on Airline Operations Cost Management and Efficiency Improvement, exploring various cost reduction opportunities, efficiencies and synergies between the different airline functions. Chris has initiated the “Paperless Aircraft Operations” industry Think Tank to innovate the Airline Maintenance Operations through acceptance of new technologies and electronic acceptance of current paper functions. He is the Secretary to IATA’s Maintenance Cost Task Force (MCTF), the Airline Cost Management Group (ACMG) and the Aircraft Leasing Advisory Group (ALAG).
Before joining IATA, Chris worked at Delta Air Lines in the Technical Operations (TechOps) Division. He developed the strategic framework in expanding TechOps into one of the leading airline MROs. Throughout his tenure at Delta he held various positions including Manager for Business Development and General Manager for Technical Sales – Marketing – Customer Service.
Before joining Delta, he was an Assistant Professor at Emory University and Research Professor at Georgia Tech. Chris holds graduate degrees from Georgia Tech (MS and Ph.D. in Aerospace Engineering) and from Emory University’s Business School (Executive MBA). Chris has a Diploma from the Mechanical Engineering Department of the Aristotelian Univ. o
AUTOMATION: LESSONS LEARNT FROM SESAR by Michael StandarALIAS Network
- SESAR aims to modernize European air traffic management through the implementation of new technologies and automation. This involves integrating airports, moving to 4D trajectory-based operations, increased automation, system-wide information sharing, and collaborative network planning.
- SESAR uses an "innovation pipeline" approach, starting with exploratory research and moving solutions through phases of validation, demonstration at scale, and finally deployment support. Over 400 exercises involving 8000 experts from across the industry have been conducted to validate solutions.
- Large-scale demonstrations in 2015 aim to confirm global interoperability of SESAR solutions and accelerate their acceptance and industrialization. Coordination is also occurring with related programs like NextGen to ensure worldwide inter
The document discusses new philosophies for aircraft maintenance including reliability-centered maintenance and condition-based maintenance. It emphasizes using data from enhanced sensors and diagnostics to enable predictive and proactive maintenance to improve aircraft availability and reduce costs over the life cycle. Emerging technologies like prognostics and health management will be integrated across all aircraft subsystems.
This presentation focuses on a NextGen tool that makes the migration of key maintenance data from a legacy / MRO software system to a modern system, or a phase-in of a new aircraft a more seamless and fast process. Due to its specific framework, TITAN can also be used for data cleansing purposes.
Exploring the Challenges of Implementing and Sustaining Cross-Platform NAS Ca...EvansIncorporated
This document discusses the challenges of implementing cross-platform capabilities for the Next Generation Air Transportation System (NextGen). It outlines that NextGen requires integrating capabilities across multiple air traffic control systems, which presents coordination challenges around requirements, testing, deployment and sustainment. Specific challenges mentioned include having costs, schedules and work spread across multiple programs instead of within a single program. The document explores how the Agency Management System process handles capabilities versus individual systems, and identifies key coordination stages in solution implementation and sustainment. It also notes additional challenges around integration activities, safety risk management, and requirements management across capabilities. Best practices discussed include coordination roles, process improvements, and successes from existing NextGen programs.
NASA is developing technologies to enable routine unmanned aircraft access to the national airspace system. The project is addressing key technical challenges including developing sense and avoid systems to maintain safe separation from other aircraft, standards for ground control stations and communications systems, and a distributed test environment. The project will generate data and analysis through simulations and flight tests to support regulatory approval of unmanned aircraft operations.
SECURE DATA CLOUD PROJECT: LEGAL CHALLENGES by Vaishali MirchandaniALIAS Network
The SecureDataCloud project aims to research air transport problems and pursue high data sharing while guaranteeing privacy using secure multiparty computation. Two case studies are described: a secure auction for slot trading that keeps participants' inputs private, and an analysis of delay reports from different participants to identify causes while keeping their data private. Legal challenges for this innovation include assigning liability if the system fails, certifying the secure multiparty computation process, determining data ownership, and handling changes to regulations.
The document discusses how engineering technology can improve data analysis using robotics and wireless data access. It proposes integrating detailed inspection planning, mobile situational awareness software, and robotic technology to increase efficiency and safety. Detailed inspection planning would focus on priority items and reduce scope. Mobile software would provide real-time visibility of tasks and processes for accountability. Robotic technology could increase safety by reducing risk and eliminating the need for human entry into hazardous areas, while also providing significant cost savings through efficiency gains. The integration of these approaches aims to standardize processes while documenting outcomes for continuous improvement.
The document provides an overview of the SESAR program and SWIM (System Wide Information Management). It discusses that SESAR is a public-private partnership focused on modernizing European ATM through three phases: definition, development, and deployment. It then explains that SWIM is the future way of managing and exchanging ATM information between stakeholders in a standardized way. Some key benefits of SWIM include improved collaboration, flexibility, and cost efficiency. The document outlines upcoming joint interoperability demonstrations between SESAR and other regions to showcase global SWIM interoperability.
The document proposes a new certification scheme for automated/autonomous vehicles that considers the increased complexity and scenarios that cannot be fully tested on tracks or benches. The concept includes three pillars: 1) An audit of the development process and safety concept. 2) Physical certification tests of critical scenarios. 3) A real-world test drive to assess overall capabilities. Together these evaluate if the system was designed safely and performs comparable to an experienced driver. Simulation is also used to test variations that are difficult to assess otherwise. The approach aims to demonstrate safety for market introduction in a flexible way that allows for continued technology evolution.
This document provides a summary of Indrajeet Singh's professional experience and qualifications. He has over 8 years of experience in aeronautical engineering, most recently as a project manager. He is proficient in areas such as project management, design and development, quality management, and aircraft systems analysis. He has worked on projects for organizations like Multi Role Transport Aircraft and National Aerospace Laboratories.
1. The document discusses the parallels between flying and cloud computing, with infrastructure as a service likened to runways and airports, platform as a service to airline reservation systems, and software as a service to aircraft leasing.
2. It notes that before migrating to the cloud, organizations must carefully plan their route by considering jurisdictions, regulations, and residual risks, and ensure regulatory requirements are met.
3. Continuous monitoring of security controls, emerging risks, and the cloud provider's assurances are important once an organization is "airborne" in the cloud to maintain visibility and control.
Federal Aviation Administration (FAA) is responsible for overseeing the US National Airspace System, which comprises ATC systems, procedures, facilities, and aircraft, and the people who operate them. FAA is implementing Next Generation Air Transportation System (NextGen) to move the current radar-based air-traffic control (ATC) system to one that is based on satellite navigation and automation. It is essential that FAA ensures effective information-security controls are incorporated in the design of NextGen programs to protect them from threats. This talk discusses the threats FAA faces and the cyber security controls adopted by FAA in implementation of these NextGen Air Transportation System.
This document discusses using virtual integration and early functional validation in vehicle development. It begins by explaining how virtual integration can help control increasing system complexity. It then discusses using a system engineering approach and virtual integration across the whole vehicle. As a use case, it focuses on emergency brake assistance, modeling its various components and integrating them in a virtual vehicle prototype to enable early validation through virtual test driving. Finally, it discusses how virtual integration can be incorporated throughout the development process to improve verification and validation efforts.
This document describes application of the Airport community knowledge, implemented as a knowledge graph to solve Aviation community data quality issues, enable agile business intelligence solution development at low costs and enable planning for new digital solutions based on cognitive computing technologies.
Transport Systems Catapult (TSC) is addressing barriers to connected and automated transport (CAT) in order to boost the UK's share of the market. TSC is working on projects related to ethics and trust, safety standards and regulation, systems integration and infrastructure, and predicting CAT uptake. Some specific projects include enabling automated vehicle trials, developing CAT standards and forecasting the CAT market. TSC is also conducting collaborative research on challenges of automated driving, multi-car collision avoidance, and using simulation testing to certify automated vehicles.
NASA Urban Air Mobility Fatigue Prediction Aaron Crawford – NASA ULI Innovati...Dr. Pankaj Dhussa
NASA
National Aeronautics and Space Administration
NASA Urban Air Mobility Fatigue Prediction
Aaron Crawford – NASA ULI Innovative Manufacturing, Operation, and Certification of Advanced
By
Dr. Pankaj Dhussa
Joshua Marks of GEE Operations Solutions presented on the connected aircraft and its implications for operational analysis. The connected aircraft enables reliable, real-time transmission of aircraft data to analysts via in-flight connectivity and cloud-based data processing. This allows optimization of flight plans, maintenance, fuel usage, and other areas to reduce costs. GEE's vision is end-to-end connectivity from aircraft sensors to analysts' tools to improve efficiency and lower airline operating expenses through data-driven insights.
ANSYS SCADE Usage for Unmanned Aircraft VehiclesAnsys
SCADE on-board the UAS P.1HH HammerHead
The Use of SCADE to develop the P.1HH Vehicle Control & Management System (Integrated Modular Avionics System) greatly reduced development time and effort.
Learn more about ANSYS SCADE Solutions for Aerospace & Defense http://bit.ly/1EdcsOJ
Keynote Predictive Maintenance in Aviation Sander De Bree
Using big data in aircraft maintenance – a practical guide on how data in aircraft maintenance can be used for predictive analytical purposes.
Over recent years the topic of data being produced by aircraft has taken centre stage in the pursuit of enabling predictive analytical capabilities in aircraft maintenance. During this presentation we will dive into various aspects of data of aircraft, get familiar with some terminology and how data can be used to enable predictive analytics within maintenance & engineering. In addition, we will look at a real airline business use case that has applied the full methodology and how they have benefitted from this.
The document discusses security issues in cyber-physical systems and proposes enforcing sensor network theory, information flow-based theory, and control theory to develop security policies and mechanisms for cyber-physical systems. It categorizes different types of attacks based on these three approaches and discusses mitigations to improve cyber-physical system security and allow their continued growth. The document defines cyber-physical systems as integrated computational and physical processes that sense, interact with, and control physical entities using communication, computation, and feedback control.
Predicting Flight Delays with Error Calculation using Machine Learned Classif...IRJET Journal
This document discusses predicting flight delays using machine learning classifiers. It aims to build models that can predict whether flights will be delayed or on time using parameters like departure date, airline, flight number, origin and destination airports. The researchers use a support vector machine algorithm and data from the US Bureau of Transportation on domestic flights in 2015. Preprocessing is performed on the data before training models. The paper aims to help airlines minimize costs from delays by predicting them in advance.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Exploring the Challenges of Implementing and Sustaining Cross-Platform NAS Ca...EvansIncorporated
This document discusses the challenges of implementing cross-platform capabilities for the Next Generation Air Transportation System (NextGen). It outlines that NextGen requires integrating capabilities across multiple air traffic control systems, which presents coordination challenges around requirements, testing, deployment and sustainment. Specific challenges mentioned include having costs, schedules and work spread across multiple programs instead of within a single program. The document explores how the Agency Management System process handles capabilities versus individual systems, and identifies key coordination stages in solution implementation and sustainment. It also notes additional challenges around integration activities, safety risk management, and requirements management across capabilities. Best practices discussed include coordination roles, process improvements, and successes from existing NextGen programs.
NASA is developing technologies to enable routine unmanned aircraft access to the national airspace system. The project is addressing key technical challenges including developing sense and avoid systems to maintain safe separation from other aircraft, standards for ground control stations and communications systems, and a distributed test environment. The project will generate data and analysis through simulations and flight tests to support regulatory approval of unmanned aircraft operations.
SECURE DATA CLOUD PROJECT: LEGAL CHALLENGES by Vaishali MirchandaniALIAS Network
The SecureDataCloud project aims to research air transport problems and pursue high data sharing while guaranteeing privacy using secure multiparty computation. Two case studies are described: a secure auction for slot trading that keeps participants' inputs private, and an analysis of delay reports from different participants to identify causes while keeping their data private. Legal challenges for this innovation include assigning liability if the system fails, certifying the secure multiparty computation process, determining data ownership, and handling changes to regulations.
The document discusses how engineering technology can improve data analysis using robotics and wireless data access. It proposes integrating detailed inspection planning, mobile situational awareness software, and robotic technology to increase efficiency and safety. Detailed inspection planning would focus on priority items and reduce scope. Mobile software would provide real-time visibility of tasks and processes for accountability. Robotic technology could increase safety by reducing risk and eliminating the need for human entry into hazardous areas, while also providing significant cost savings through efficiency gains. The integration of these approaches aims to standardize processes while documenting outcomes for continuous improvement.
The document provides an overview of the SESAR program and SWIM (System Wide Information Management). It discusses that SESAR is a public-private partnership focused on modernizing European ATM through three phases: definition, development, and deployment. It then explains that SWIM is the future way of managing and exchanging ATM information between stakeholders in a standardized way. Some key benefits of SWIM include improved collaboration, flexibility, and cost efficiency. The document outlines upcoming joint interoperability demonstrations between SESAR and other regions to showcase global SWIM interoperability.
The document proposes a new certification scheme for automated/autonomous vehicles that considers the increased complexity and scenarios that cannot be fully tested on tracks or benches. The concept includes three pillars: 1) An audit of the development process and safety concept. 2) Physical certification tests of critical scenarios. 3) A real-world test drive to assess overall capabilities. Together these evaluate if the system was designed safely and performs comparable to an experienced driver. Simulation is also used to test variations that are difficult to assess otherwise. The approach aims to demonstrate safety for market introduction in a flexible way that allows for continued technology evolution.
This document provides a summary of Indrajeet Singh's professional experience and qualifications. He has over 8 years of experience in aeronautical engineering, most recently as a project manager. He is proficient in areas such as project management, design and development, quality management, and aircraft systems analysis. He has worked on projects for organizations like Multi Role Transport Aircraft and National Aerospace Laboratories.
1. The document discusses the parallels between flying and cloud computing, with infrastructure as a service likened to runways and airports, platform as a service to airline reservation systems, and software as a service to aircraft leasing.
2. It notes that before migrating to the cloud, organizations must carefully plan their route by considering jurisdictions, regulations, and residual risks, and ensure regulatory requirements are met.
3. Continuous monitoring of security controls, emerging risks, and the cloud provider's assurances are important once an organization is "airborne" in the cloud to maintain visibility and control.
Federal Aviation Administration (FAA) is responsible for overseeing the US National Airspace System, which comprises ATC systems, procedures, facilities, and aircraft, and the people who operate them. FAA is implementing Next Generation Air Transportation System (NextGen) to move the current radar-based air-traffic control (ATC) system to one that is based on satellite navigation and automation. It is essential that FAA ensures effective information-security controls are incorporated in the design of NextGen programs to protect them from threats. This talk discusses the threats FAA faces and the cyber security controls adopted by FAA in implementation of these NextGen Air Transportation System.
This document discusses using virtual integration and early functional validation in vehicle development. It begins by explaining how virtual integration can help control increasing system complexity. It then discusses using a system engineering approach and virtual integration across the whole vehicle. As a use case, it focuses on emergency brake assistance, modeling its various components and integrating them in a virtual vehicle prototype to enable early validation through virtual test driving. Finally, it discusses how virtual integration can be incorporated throughout the development process to improve verification and validation efforts.
This document describes application of the Airport community knowledge, implemented as a knowledge graph to solve Aviation community data quality issues, enable agile business intelligence solution development at low costs and enable planning for new digital solutions based on cognitive computing technologies.
Transport Systems Catapult (TSC) is addressing barriers to connected and automated transport (CAT) in order to boost the UK's share of the market. TSC is working on projects related to ethics and trust, safety standards and regulation, systems integration and infrastructure, and predicting CAT uptake. Some specific projects include enabling automated vehicle trials, developing CAT standards and forecasting the CAT market. TSC is also conducting collaborative research on challenges of automated driving, multi-car collision avoidance, and using simulation testing to certify automated vehicles.
NASA Urban Air Mobility Fatigue Prediction Aaron Crawford – NASA ULI Innovati...Dr. Pankaj Dhussa
NASA
National Aeronautics and Space Administration
NASA Urban Air Mobility Fatigue Prediction
Aaron Crawford – NASA ULI Innovative Manufacturing, Operation, and Certification of Advanced
By
Dr. Pankaj Dhussa
Joshua Marks of GEE Operations Solutions presented on the connected aircraft and its implications for operational analysis. The connected aircraft enables reliable, real-time transmission of aircraft data to analysts via in-flight connectivity and cloud-based data processing. This allows optimization of flight plans, maintenance, fuel usage, and other areas to reduce costs. GEE's vision is end-to-end connectivity from aircraft sensors to analysts' tools to improve efficiency and lower airline operating expenses through data-driven insights.
ANSYS SCADE Usage for Unmanned Aircraft VehiclesAnsys
SCADE on-board the UAS P.1HH HammerHead
The Use of SCADE to develop the P.1HH Vehicle Control & Management System (Integrated Modular Avionics System) greatly reduced development time and effort.
Learn more about ANSYS SCADE Solutions for Aerospace & Defense http://bit.ly/1EdcsOJ
Keynote Predictive Maintenance in Aviation Sander De Bree
Using big data in aircraft maintenance – a practical guide on how data in aircraft maintenance can be used for predictive analytical purposes.
Over recent years the topic of data being produced by aircraft has taken centre stage in the pursuit of enabling predictive analytical capabilities in aircraft maintenance. During this presentation we will dive into various aspects of data of aircraft, get familiar with some terminology and how data can be used to enable predictive analytics within maintenance & engineering. In addition, we will look at a real airline business use case that has applied the full methodology and how they have benefitted from this.
The document discusses security issues in cyber-physical systems and proposes enforcing sensor network theory, information flow-based theory, and control theory to develop security policies and mechanisms for cyber-physical systems. It categorizes different types of attacks based on these three approaches and discusses mitigations to improve cyber-physical system security and allow their continued growth. The document defines cyber-physical systems as integrated computational and physical processes that sense, interact with, and control physical entities using communication, computation, and feedback control.
Predicting Flight Delays with Error Calculation using Machine Learned Classif...IRJET Journal
This document discusses predicting flight delays using machine learning classifiers. It aims to build models that can predict whether flights will be delayed or on time using parameters like departure date, airline, flight number, origin and destination airports. The researchers use a support vector machine algorithm and data from the US Bureau of Transportation on domestic flights in 2015. Preprocessing is performed on the data before training models. The paper aims to help airlines minimize costs from delays by predicting them in advance.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
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Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
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Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdf
Simplified vehicle ops
1. Federal Aviation
Administration
FAA Strategic Efforts for
The Next Leap in Aviation –
Simplified Vehicle
Operations R&D
Presentation to: GAMA SVO Meeting
Prepared by: Wes Ryan, FAA
Small Airplane Standards Branch
Date: November 28, 2018
2. 2
• Automation is the next logical step in using
technology to enhance safety - increase access
to safe, personal aviation
• Loss of control fatal accidents are still our
largest remaining root cause - appropriately
done automation can fix this
• Past collaborative R&D partnerships
NASA/Industry led to huge improvements - GPS,
Glass Displays, ADS-B (CFIT greatly reduced)
• We continue to do specific, targeted, step-wise
R&D to solve this issue and plan for future
Situation
3. 3
Continuing on a 10+ Year Path
Airspace
Aircraft
Airmen
Pilot Functions
1st Focus
On Aircraft
Automation
Displays/Controls
3rd Focus
On Integration
Automation
UTM
2nd Focus
On Trajectory Automation CFIT, GCAS, DAA, ACAS
Trajectory
Management
4. 4
Purposeful Partnerships = Success
AGATE Started New Ideas That
Became Reality
Moving Map GPS, Synthetic
Vision, ADSB, etc.
“Immeasurable” Safety Benefits
5. 5
Evolution vs. Revolution
Expected pilot workload/role impacts displays
30+ yrs old 15+ yrs old
1990’s
5+ yrs old
SVO?
2020’s
4th Generation Displays
6. 6
Use Innovation To Enhance Safety
History of bringing new technology safely into service
– GPS, ADS-B, Glass Displays, Envelope Protection, AOA
Transformational Flight & Automation Concepts are the
Next Logical Progression/Evolution in Technology/Safety
– Innovation from UAS will work into Small Aircraft, Future UAM,
Part 25
– Culture in FAA is Shifting to Risk-based Innovation & Safety
Must Foster Innovation While Addressing Current
Challenges
– Further UAS Integration
– Greater Automation
– UAM and SVO
Use Methodical Approach
– Low risk introduction 1st
– Build to Higher Risk Uses
Future?
8. 8
Purposeful Path/Methodology
Evolution vs. Revolution (Need Systems Thinking)
– Company Business Models Don’t Match FAA Safety Model
– Methodical Introduction - Proven Safety Benefits from R&D
Certification Challenges/Methodologies
– Technical Maturity of Automation vs. Company Expectations
– Operational Integration & Human/Machine Teaming
Vision, Steps, Path? (Aircraft, to System, to ATC)
Low Risk to High Risk (Safety Risk, Financial, Time, Certification, Infrastructure, etc.)
Aircraft ATC/NAS
9. 9
Actively Planning Future
• Look Ahead to part 23 in 5-20+ Yrs
• Encourage New, Safer Designs
While Reducing Cert Cost
• Improving Access - Reduced Need
for Training/Skill - Virtual CoPilot
• Transform entry level GA airplanes
& transportation for 21st century
• Risk Based Decisions &
Performance Driven Requirements
• Allow Automation of Tasks as
Technology is Proven to be Safe
Enough Based on Data
10. 10
Flight Controls & Simplified Ops
Working R&D for 10+ years to bring
affordable augmented flight path
control to GA
– Modern sensors, actuators, processors
enabling new systems – UAS provide safe
prototyping
– Real Results - Envelope Protection
Autopilots – Certified and in flight for 5+
years
– Targeting Simplified Vehicle Operations –
“Pilot on the loop” simplified flight –
Reduce pilot error
Methodical Buildup from Component to
Full System Level R&D Projects
Feeding Policy
– Yielding Real-World Test Results and
MOC
– AOA, Advanced Autopilots, Full Flight
Path Management, Resilient Automation,
“EZ-Fly” system being tested at Embry
Riddle.
Airspace
Aircraft
Airmen
11. 11
Step-Wise R&D = Specific Results
• Simple Sensors (AOA, AHRS, etc)
• Used for stall prevention (Hundreds Installed)
• Sensors Used in Digital Two-Axis Autopilots
(Now the Norm in GA, working on Retrofit)
• Dynamic Algorithms - Self Checking and Monitoring
• Autopilots with Envelope Protection
(Several Certified Systems)
• Run-Time Assurance – Resilient Autonomy
• Self Monitoring, Bounded, Automation Systems
12. 12
Step-Wise R&D – Cont’d
• Derived AOA to Provide Safety for Measured
Systems – AIAA Paper Presented January 2017
• Dynamic and Adaptive Algorithms – ASTM Std.
• Self-Checking and Adaptive Autopilots and
Flight Control Systems
• Bounded Behavior of Complex System to
Meet Certification Expectations
• Seek Augmented/Automated Flight Path Control
• EZ-Fly “Fly-by-Wire”, but designed for full
control of aircraft and complete stability
• Auto-land and Auto-takeoff Coming Soon
13. 13
Future Vision for Innovation/Safety
Integration of UAS Will Also Mature Key
Technology Enablers
– Application Will Improve Access To Personal Aviation
– Attract More Pilots – Automation Will Simplify Flight
Shared Integration & Future “Traffic
Management”
– UTM Concepts Will Continue To Mature
– Build to Manage all Trajectories Leveraging UAS Tech
Prompt Agility Of Airworthiness/Collaboration
– Part 23 Rewrite, Industry Standards Development,
Others
Related R&D Must Quickly Feed Policy: Key
Enablers – Electric Propulsion, 4D Flight Path
Control, Automation
14. 14
ASTM AC 377 Strategic Efforts
• Moving from Aircraft to System/NAS Level
• Discussing Automation Strategies Across All Aviation – GA,
UAS, Future Air Taxi, Transports
• Focusing on “Pillars of Automation”
• We don’t dictate design, but several key attributes for safety
• Independence/Partitioning
• Run Time Assurance and Self Monitoring
• Robust/Modular Architecture – Testability & Certification
• Dynamic Consistency Checks – System Behavior
• Fail-functional Design Mentality – No Human Backup
15. 15
Can Automation Really Replace The Pilot
AND Controller Tasks Safely?
– Immeasurable Pilot X-factor, Contingencies
– Relate to Mission/CONOP Tasks Specifically
• Aviate, Navigate, Communicate - Pilot
• Locate, Separate, Communicate - ATC
Future Automated Passenger-Carrying
Aircraft
– How do we manage their integration in NAS
– Operational Requirements Must be Considered -
Part 61, Part 91, etc.
– Human Factors for ATC and Pilot/Monitor
– Role of Monitor on Ground vs. Automation on Board
Challenges
16. 16
Enablers/Barriers – Data is Key
• Confluence of
Technology & Demand -
The Time is Right
• Societal – Reliance on
Technology/Automation
• Regulatory – Innovation
Center vs. Risk Aversion
• Partnerships Provide Safe
Data Collection
• Data to Counter Zero Risk
Mentality & “Removal of
All Uncertainty” ie 10E-14
17. 17
R&D & Collaborations Yield Data
Continue FAA Sponsored R&D
– Aircraft and Flight Path Level Results
UAM - Grand Challenge
– Advance Maturity of UAM Aircraft/Applicants
– Leverage Combined Expertise of NASA, FAA, Industry
UAS Integration - SIO – System Integration
Operationalization
– Large UAS Initiative under UAS in NAS program
– Detect and Avoid and NAS Integration Technology Demonstrations
Automation - Resilient Autonomy – DOD, NASA, FAA
– Prove Specific Architecture Can Safely Automate Critical Tasks
– Robust Autonomy for UAS and Manned Aircraft
– Run-time Assurance – Key to Safe Automation With Less Human
Involvement
– Dynamic Consistency Checks (Avoid Issues like 737 Max)
19. 19
S
e
p
t
e
m
b
e
r
2
0
0
7
Can’t Take Another 20+ Years
• Balanced, risk-based approach paid off –
display technology had timely cert
• Need Similar Timely R&D for Means of
Certifying New Control Schemes for the
Aircraft and Integration into Airspace
AGATE – 1990’s GA Panel Today
SVO?
GA Panel Today Future Panel?
Then
Now
20. 20
CICTT = CAST / ICAO Common Taxonomy Team
In USA, someone dies
from Loss of Control
every 2-3 days ( Average)
LOC-I = Loss of Control – Inflight
CFIT = Controlled Flight Into Terrain
SCF-PP = System Component Failure-Power Plant
21. 21
Why Is This So Exciting?
The “Model A Ford” of
The Next Gen GA Aircraft
Emerging Transformational
Flight Concepts
22. 22
Key To Augmented Flight Path
Control
1. Modular Software
Architecture
• Top down architecture hierarchy
with clearly specified interfaces
2. Functionally Partitioned
Modules
• Each module limited to a single
safety function
• Software isolation of Vehicle
performance modeling
3. Computational Agility
• Rapid assessment of vehicle
situational hazards with quick and
decisive mitigation of those
hazards
24. 24
Process for Certification
Conceptual
Design
Requirements
Definition
• Process
Orientation
• Pre-Project
Guidance
• Familiarization
Briefing
• Top Level Safety
Requirement
• Potential Policy
Items to Address
• Airspace
Integration
Challenges
Compliance
Planning
Implementation
Post Certification
Activities
• UAS Conceptual
Design*
• CONOP*
• Risk Classification*
• Certification Plan*
• Conformity
Inspection Plan
• Preliminary TCBM
• ORA*
• Proposed
Certification Basis *
• Acceptable Means
of Compliance
• Detailed Method of
Compliance
• FAA Involvement
• Applicant’s
Responsibility
• Oversight and
Delegation*
• Conformity
• Interim TCBM
• ATO/AFS
Coordination*
• Compliance Data
Generation
• Compliance
Substantiation
• Compliance Finding
• Type Inspection
Report
• Data Retention
• Required
Documents at
Delivery
• TC Holder Info
• Continued
Airworthiness
• ICA Changes
• Post Certification
Evaluation
Red Items = Steps Where NASA Resilient Autonomy Will
Focus
* Denotes items that are specific to UAS Type Certification, or items that
are tailored for UAS certification
25. 25
Notional Steps for Certification of
Automation
Identify the aircraft, its intended use, and area of operation
Identify the functions that are expected to be automated without human backup
Evaluate risks and severity of those risks based on that CONOP (What if
document) (SORA)
Evaluate mitigations for those risks and whether they are by design, operational
limitation, or geographic/airspace limitation
Evaluate the integrity/assurance needed for the risk mitigations that are by
design
Create certification requirements for the design aspects, and pass fail for those
requirements for showing compliance
Identify functions, definition of expected performance of that function, pass/fail
evaluation criteria for the function, and a means to test that functionality to verify
reliability, accuracy, availability, and what happens if it fails. (contingencies
without human intervention)
From pass/fail and expected performance for function/design features, identify
cert/safety requirement and means to test to show it has been met.
Collect data, and demonstrate compliance by test, inspection, analysis
26. 26
Define By Mission Task Elements
• Identify what the
aircraft is going to do
(Concept of
operation/mission) and
break into mission
elements
• Identify tasks
automation is intended
to do for each mission
element
• Identify expected
behavior and pass/fail
criteria for the
automated functions
• Create mission task
element testing
procedures to
validate/verify proper
function and behavior
1
2
3 5
4
6
7
Task Description Behavior Pass/Fail MOC
1.a Pre-flight Condition for
Safe Flt
Configuratio
n
Insp
1.b Built In Test System Ready Sys
Parameter
Limits
Test
1.c Flight Plan Flt Route As Intended Test
……..
27. Federal Aviation
Administration
27
Conceptual
Design
Safety Assessment(SRP4761)
Identify aircraft level functions to be
certificated (included piloted and/or
autonomous)
Decompose Aircraft level functions
into system item functions.
Identify system safety requirements
Apply JARUS SORA
Guidance
Production
Concept:
Aircraft,
CONOP
(AC 21.17 Section
10)
Aircraft/System(
s)
Function
Development
Development
of System(s)
Architecture
System(s)
Implementati
on
Implementatio
n
&
Verification
Design and Development
Task at Hand
Decompose
Aviate,
Navigate, and
Communicate
Apply one or the other
Can this be met under current
14 CFR Rules
Software & Hardware
Conceptual
Design
Requirements
Definition
Compliance
Planning
Implementation
Post Certification
Activities
Process Steps for Certification
28. 28
Need Methodical Approach for Automation
We have a history of finding ways to bring new
technology into the National Airspace System safely
– Need for balance regarding FAA rigor vs. safety
improvement
– Collaborating with NASA, industry, academia on
supporting R&D and policy development
Developing “Assured” Automation
– Bounded Behavior – Safe limitations of authority and
expected outcomes – architecture is key – human
intention is built in by bounded behavior
– Fault Tolerant, Fail-Safe – Continue to function after a
failure
Logically reduce/replace functions of pilot/controller
– Deconstruct functions of the pilot and controller to
design automation (GCAS and ACAS for Spiral 1)
(Spiral 2 will be more)