Attached Files (PDF/DOCX): Narrative Capstone Project.pdf
Note: Content extraction from these files is restricted, please review them manually.
Attached Files (PDF/DOCX): Narrative Capstone Project.pdf
Note: Content extraction from these files is restricted, please review them manually.
Background
You are the Project Manager for Apex Construction, a General Contractor (GC) that has just been awarded a $45 million contract for a 12-story mixed-use development called “Riverwalk Towers.” You are currently in the buyout phase, finalizing subcontracts.
The Situation: For the Structural Steel package, the estimating team received three subcontractor bids, and, as estimators do, they used the smaller of the three numbers at the time of the bid to the owner.
The Issue
Mid-State Steel is a reliable, family-owned subcontractor youve worked with before. Their bid is nearly $3.7 million lower than the nearest competitor. Upon a quick internal review of their line items, your Estimator realizes Mid-State likely forgot to include the cost of the raw steel materials and only quoted the labor and fabrication.
If you hold them to this price, your project profit increases by nearly 8%, making you a hero to your executives. However, a $3.7 million loss would likely bankrupt Mid-State Steel halfway through the project.
Assignment
Write a 3-page, double spaced paper, with 12pt font responding to the items below. CITE YOUR SOURCES.
Legal & Contractual Obligation: Does a “meeting of the minds” exist? Research the legal implications of enforcing a contract when the GC knows (or should have known) a clerical error was made.
Operational Risk Assessment: What happens to the project schedule and quality if the subcontractor goes belly-up during the erection of the 4th floor?
Professional Ethics: How does “bid shopping” or exploiting a mistake impact your reputation in the local subcontracting market? Is there a “middle ground” solution (e.g., allowing a corrected bid or a re-scope)?
AI Policy: Assisted Drafting & Research
In the construction industry, AI is increasingly used to summarize documents and flag risks. For this assignment, you may use Generative AI (e.g., ChatGPT, Claude) as a research and drafting assistant, but not as a replacement for your own analysis. Your assignment will be checked for the use of AI.
Description of task(s) to be completed: You are required to write a piece of individual coursework addressing the task below.
Human systems engineering (HSE) seeks to ensure we address human considerations within systems engineering (SE) across the whole life cycle. It is important to consider HF methods and key areas of HF knowledge within SE, these might include human physical, cognitive, social, or organisational characteristics.(use Unit 1.4 HSE – exercise part 1. Pg:11)
methods For example:
Task Analysis
Human Error / Reliability
Operational Scenario Modelling
ON CASE phpher alpha
From page 28
Unit 2.1 HSE – Human System Int
Your assignment has three part:
Part 1: Discuss the role of Human Factors (HF) modelling and HF knowledge across the Systems Engineering (SE) life cycle of a complex socio technical system(it will be the Piper Alpha offshore production platform). You may refer to examples from your group exercise on the module or your wider reading, to help illustrate this(11 SOURCES) [40 marks]
Part 2: As part of your answer to part 1, create at least one new HF related model view. This can be based on work done within the group exercise but should be clearly identified as a new or modified view created by you [20 marks]
Piper alpha case
SoI: Permit to Work and Pump Maintenance Management System
HTA properly. + full SHERPA table+ FULT TREE
Explain it sharply in 250 to 300 words.
Part 3: Write a short discussion of the following question: how do we include specialist human factors knowledge into the practice of Model Based Systems Engineering, and how is this affected by the increasing use of autonomous solution technologies?(this shuould be Digital Permit to Work System with Automated Conflict Detection.)
[40 marks]
Total word count about 2000 words.
Title
Human Systems Engineering Across the Systems Engineering Life Cycle: A Human Factors Analysis of the Piper Alpha Disaster
System Context
Complex socio technical system: Piper Alpha offshore production platform
System of Interest: Permit to Work and Pump Maintenance Management System
Purpose
Define Human Systems Engineering.
Define socio technical systems.
State that Piper Alpha is analysed across the SE life cycle.
State that the paper integrates HF modelling and MBSE.
Use
Unit 1 concepts
Reason 1990, Swiss Cheese model introduced briefly
ISO 15288 mentioned once for life cycle framing
No deep analysis here. Just framing.
2.1 Piper Alpha as a Complex Socio Technical System
Explain interaction of:
Physical equipment
Human operators
Procedures
Organisational culture
Management pressure
Use Cullen for factual grounding.
2.2 Key Areas of HF Knowledge
Discuss:
Physical factors
Cognitive factors
Social factors
Organisational factors
Use Unit 1 material.
2.3 HF Across the SE Life Cycle
Structure using ISO 15288 phases:
Concept
Design
Implementation
Operation
Modification
Use Unit 3.2 life cycle thinking.
2.4 Swiss Cheese Model Application
One focused analytical paragraph.
Explain layered failure across:
Technical defences
Procedural controls
Human verification
Organisational oversight
Use Reason 1990 clearly here.
2.5 Architectural Considerations
Short paragraph linking to Unit 5:
Physical system architecture influenced risk coupling.
Human operators embedded within hazardous layout.
HF must influence architecture, not only procedures.
Method chosen
HTA + SHERPA + small Fault Tree
3.1 HTA
Top goal
Safely return Pump A to operational service
Five main tasks
Review permits
Confirm maintenance completion
Verify physical isolation
Obtain supervisory authorisation
Initiate restart
Brief explanation only.
3.2 SHERPA
Select only critical subtasks such as:
1.3 Identify outstanding safety work
2.3 Confirm no conflicting permit
3.1 Confirm valve reinstated
4.3 Authorise restart
For each briefly state:
Error mode
Consequence
Recovery possibility
Criticality
Keep concise.
3.3 Small Fault Tree
Top event
Unsafe pump restart
Contributing branches
Failure to detect open safety valve
Failure of permit reconciliation
Supervisory approval under incomplete information
Explain that this connects task error to system level hazard.
No long tables. Keep analytical.
This is your strongest section.
4.1 Integrating HF into MBSE
Explain how HF knowledge enters models through:
Requirements
Functional allocation
Logical architecture
Physical architecture
Verification criteria
Use
INCOSE Handbook 5th edition
ISO 15288
JSP 912
IOGP
Explain traceability of human requirements.
4.2 Architectural Allocation of Function
Link to Unit 5:
Humans are system elements in architecture.
Autonomy shifts function allocation.
4.3 Autonomous Solution Technologies in Your SoI
Two selected technologies:
Digital Permit to Work with automated conflict detection
Robotic inspection and valve verification
Explain clearly how these relate directly to your SoI.
4.4 Impact of Autonomy on Traditional HF
Discuss:
Shift from manual task execution to supervisory control
Trust calibration issues
Mode awareness
Skill degradation
Automation bias
Responsibility ambiguity
Use
Parasuraman et al. 2000
Bainbridge 1983
4.5 Critical Reflection
Explain two major impacts:
Impact 1
HF must now model human automation interaction rather than only human task execution.
Impact 2
MBSE must explicitly represent authority boundaries, override logic, and recovery pathways.
Keep critical tone. Not promotional of AI.
Summarise:
HF must span life cycle, architecture, modelling, and autonomy.
Piper Alpha demonstrates consequences of poor integration.
MBSE provides structure for embedding HF.
Autonomy changes but does not remove human risk.
No new references.
Final Reference Set
Reason 1990
Cullen 1990
ISO 15288
IOGP 2011
Stanton et al. 2013
Embrey 1986
INCOSE 2023
INCOSE UK Z12 2017
JSP 912
Parasuraman et al. 2000
Bainbridge 1983
This structure:
Figure 1. Human Factors Activities Across the Systems Engineering Life Cycle (adapted from module material).
Where to place it:
Place it in Part 1, after you introduce HF across the life cycle.
Then explicitly refer to it in the text, for example:
As shown in Figure 1, human factors activities span requirements definition, architectural allocation, verification and in-service monitoring, rather than being confined to detailed design.
Then in Part 3, refer back to it when discussing autonomy:
With increasing automation, task allocation and verification activities shown in Figure 1 become more complex, requiring explicit modelling of humanautomation interaction.
Requirements: 2000
i need to redesign the existing layout of my master bathroom spare bathroom and closet. the intention is to optimize the best layout for the existing square footage based on potentially not change the mechanical locations and not changing the window location.
Requirements: complete
Attached Files (PDF/DOCX): ESG-452 – Weekly Status Update 6 (1).docx, ESG-452 – Updated Customer Feedback.pdf, ESG-451-RS-Portfolio2 (2).docx, 24_ESG-451-RS-Portfolio2 GRADED (1).pdf
Note: Content extraction from these files is restricted, please review them manually.
Attached Files (PDF/DOCX): Proposal Week 1.docx
Note: Content extraction from these files is restricted, please review them manually.
Objective:
Select a task where you possess specific expertise to be the subject of this portfolio. You will perform this task in the real world while strictly following instructions generated by an AI. To achieve a high evaluation, your task must meet the following four requirements.
You must choose a task that requires specialized knowledge. Among a random group of 10 students, only 1 or 2 should be able to complete this task correctly without instructions.
The task must take place in the physical world and involve the manipulation of real objects, tools, or materials.
The task must require a minimum of 30 minutes of active work to complete when performed by you at your normal pace.
The task cannot be a linear list of steps. It must require you to make judgment calls based on what you see, hear, or feel.
In the written document you build a the end you must identify:
Objective:
You will role-play as a “Naive User.” You must convince the AI that you have absolutely no expertise in this domain. This forces the AI to carry the entire cognitive load. In this assignment do not provide any photos to the AI: Your interaction with the large language model must be completely textual.
You will explicitly tell the AI that you are a complete beginner. Because you are role-playing a person with zero knowledge, you effectively cannot help the AI.
Open a new conversation with the Large Language Model (Microsoft Copilot, ChatGPT, etc.) and enter a prompt that establishes this persona.
When the AI gives you a bad instruction that results in a poor outcome (e.g., parts don’t fit, the result is ugly), you must act like a confused beginner.
Even a naive user knows not to walk off a cliff.
If the “30 min”task exceeds 90 minutes of active effort, you are permitted to stop.
In the written document you build a the end you must identify you must preserve the entire conversation for your analysis. It will be included in the final document. You also must identify your start time and end time for this portion of the project, full date stamp.
Objective: Using the transcript of your interaction as data, analyze the implications of this technology for yourself, your future users, and the engineering process itself.
In the written document you build a the end you must provide a Hierarchical Task Analysis (HTA) of the task as performed by a novice with AI support.
Advice: “Your first HTA (Appendix A) was likely a clean tree. Your second HTA (Appendix C) should contain more loops for the ‘Prompting,’ ‘Waiting,’ ‘Clarifying,’ and ‘Error Correction’ that the AI forced you to perform.”
Analyze the risks and benefits of this system for two different groups. Cite specific moments from your transcript to support your argument.
How does the inclusion of a Large Language Model change the specific engineering practice of Task Analysis?
Based on your findings, act as a professional Industrial Engineer. Create a set of Actionable Heuristics (rules of thumb) for users of Large Language Model systems as task decision support in task with they they are unfamiliar.
Your Final Deliverable: A Human-AI Decision Support Report
Submit a formal engineering document centered around the question, “what are the Human engineering considerations around Human-AI Decision Support?
This document addresses all of the Requirements for the written document listed above, and then uses them as evidence to answer the question, before finally providing Engineering Recommendations. Appendix A should be your initial task analysis (From Part 1). Appendix B should be your transcript with Microsoft Copilot (From Part 2). Appendix C should be your revised Novice used with Copilot task analysis (From Part 3). Appendix D is described below. you should reference these appendices in your report at the top of the document as such: (Appendix A, pg. 5).
Requirements: There is no required length. The document should should be succinct, readable, and demonstrate attention to detail and considerable thought. It is expected that you have spent approximately nine hours in total on your portfolio assignment; a document that
Human systems engineering (HSE) seeks to ensure we address human considerations within systems engineering (SE) across the whole life cycle. It is important to consider HF methods and key areas of HF knowledge within SE, these might include human physical, cognitive, social, or organisational characteristics.
Your assignment has three part:
Part 1: Discuss the role of Human Factors (HF) modelling and HF knowledge acrossthe Systems Engineering (SE) life cycle of a complex socio technical system. You may refer to examples from your group exercise on the module or your wider reading, to help illustrate this
Part 2: As part of your answer to part 1, create at least one new HF related model view. This can be based on work done within the group exercise but should be clearly identified as a new or modified view created by you
Part 3: Write a short discussion of the following question: how do we include specialist human factors knowledge into the practice of Model Based Systems Engineering, and how is this affected by the increasing use of autonomous solution technologies?
This task requires a critical analysis of aspects of the application of human systems engineering during the development of complex socio-technical systems. In parts 1 and 2 the aim is to illustrate how HF modelling and knowledge can be integrated into SE practice. You can use the example from the group exercise, an example related to your work experience or a related case study, to illustrate your answer. Please clearly identify any views where you have expanded on the group work to help answer the question, including at least one new model view. You should be able to answer this question base on the taught material, but the inclusion of ideas from any wider reading may be used to enhance the taught material.
In part 3 you should reflect on wider issues of how HF knowledge and HF expertsintegrate with MBSE. Your answer may be based around material presented during the module but should be complimented with wider research from relevant sources. You should approach this piece of work as a critical analysis with referenced justification for your assertions/suggestions. Note, this is not an assignment on AI systems, but should focus on the challenges that such systems raise for traditional HF practise
While the question is split into three parts you should present your answer as a single essay, building on knowledge, evaluation and argument across all three parts. E.g. refer to ideas from Part 1,2 in your Part 3 discussion.
Requirements: 3000