Overview
Using the recommendation that you provided in Milestone One, you will develop a strategy to implement the innovation and get ahead in the marketplace.
Scenario
You work as a middle manager for one of the top U.S. producers of luxury and mass-market automobiles and trucks. You are now leading a cross-functional team to move forward with the company initiative. To remain a viable competitor and meet the demands of consumers’ desire for technology, the company’s chief technology officer (CTO) has decided to implement the internet of things (IoT) into its product line.
In Milestone One, you and your cross-functional team looked at risks and benefits of each innovation option, competitors in the market, and the company’s internal capability for moving forward with the innovation. After doing this analysis, you presented your recommendation to various stakeholders about how to proceed. You chose one of the following:
- Design a completely new product line, based on the recent technology (discontinuous innovation)or
 - Add recent technology features into one model and then incrementally into the broader product line (incremental innovation)
 
The CTO has accepted your recommendation. Now you are ready to develop a strategy for taking the innovation to market. In order to develop a strategy, you will need to look at your competitors’ relative strengths in the current marketplace, to understand how the company compares to your competitors, and to identify the total market and the market’s annual growth rate. Finally, you also need to share your thoughts on how to respond to changes in business conditions. Although no one can predict what is going to happen, it is important to think about how flexible your plan is in order to meet unexpected conditions.
Prompt
Using the recommendation you provided in Milestone One, develop a strategic plan to implement the innovation and gain competitive advantage. Use the
Sales Forecast
,
Comparative Growth Data
and
Comparative Operating Statistics
to complete this milestone.
Strategic Plan
- Analyze the competitors’ relative strengths in the marketplace.
Write a short paragraph describing the growth rate of each competitor. You will get the solution from the comparative growth data sheet.
How much of the market does each competitor now own? Do you see a trend of gaining or losing market share? Present your findings using Power BI.Perform your analysis for the cars and trucks category. Create pie charts using columns C and F from the comparative growth Excel sheet in Power BI.
Perform your analysis for the connected cars and trucks category. Create pie charts using columns H and K from the comparative growth Excel sheet in Power BI.Determine each competitor’s financial strength by looking at their comparative operating data.
 - Explain how your company’s market share compares to your competitors’.
Is your company gaining or losing market share? Expand on the analysis done in Task 1 above and explain the major factors behind the change in market share.
What is your company’s growth potential in the industry?
How do your company’s financials look compared to your competitors’? - Identify future potential total available market (TAM) and growth for each chosen product/service and technology.
What is the TAM for cars and light trucks?
What is the TAM for IoT-connected cars and light trucks?
What is the projected compound annual growth rate (CAGR) for cars and light trucks?
What is the projected CAGR for IoT-connected cars and light trucks?
Identify the fastest-growing competitor. - Identify ways to adjust if business conditions change.
What can you do if your customers are slow to respond (buy) the innovation?
What can you do if one competitor is overtaking all the others, including your company? - Describe the steps your company needs to take from concept outline to launch. Consider your learning from the previous two modules to ensure the steps are easy to understand for your team.
What is the size of development that will be required?
Will you require additional capital and personnel?
How would you approach determining the timeline from the beginning of development until initial product launch? 
What to Submit
Strategic Plan
Submit a Word document of 5 pages, devoting 1 page to each critical element described above. Include a graphic using Power BI for competitors’ relative strengths (p. 1). Place the graphic at the top of the page with bullets underneath. Sources should be cited according to APA style. Consult the 
Shapiro Library APA Style Guide
for more information on citations.
Power BI on VDI
Access VDI using the VDI log-in process. Open Power BI in VDI and access the MBA 580 Comparative Growth Excel sheet. Save your charts as images in the OneDrive folder on VDI. Follow the 
MBA 580 Power BI User Manual
for completing these steps.
in
| in billions USD | ||||||
| Your Company | VW | BMW | Toyota | |||
| Revenue | 187.1 | 282. | 9 | 12 | 6.1 | 275.4 | 
| Operating Income | 5.7 | 20.5 | 22.5 | |||
| Net Income | 0.9 | 16.1 | 19.7 | |||
| Assets | 310 | 590.6 | 275.9 | 484.7 | ||
| Liabilities | 270.2 | 443.2 | 203.4 | 293.9 | ||
| Equity | 39.9 | 147.4 | 72.5 | 190.8 | ||
| Number Employees | 190,000 | 304,174 | 133,778 | 359,542 | ||
| Notes: | ||||||
| 1 Euro = 1.21 USD | ||||||
| 1 Yen = 0.0094 USD | 0.0092 | |||||
| references: | ||||||
| Full Speed Ahead To The Future. 2019 Annual Report”. Volkswagen Group. 17 March 2020. Retrieved 17 March 2020. | ||||||
| converstion rages via Morningstar | ||||||
| Annual Report 2019″ (PDF). BMW Group. Retrieved 19 March 2020. | ||||||
| Toyota Annual Report 2020″ (PDF). Toyota Motor Corporation. May 12, 2020. | ||||||
| Ford Motor Company 2019 Annual Report (Form 10-K)”(PDF). sec.gov. U.S. Securities and Exchange Commission. January 2020. Note: numbers disguised by multiplying by 1.12 except for operating income multiplied by 10 and net income multiplied by20  | 
image1
in
| Markets and Competitors | Annual Cars & Light Trucks Revenue in 2020 (billions) TAM | Market share percentage for cars and trucks now | Projected CAGR over the next 10 years | Projected revenues in 2030 (billions) | Market share percentage for cars and trucks in 2030 | Global | Market share percentage for connected cars and trucks now | CAGR over next 10 years | Projected Conencted Car Revenues (billions) in 2030 | Market share percentage for connected cars and trucks in 2030 | |
| $ 3,227.70 | 100% | 4.10% | $ 4,810.0 | 53.9 | 25.20% | $ 510.07 | |||||
| Your Company | $ 187.10 | 5.80% | 3.10% | $ 254.2 | 5.28% | 3.83 | 7.10% | 10.20% | $ 10.11 | 1.98% | |
| BMW | $ 126.10 | 3.91% | 3.70% | $ 181.5 | 3.77% | 1.62 | 3.00% | 25.50% | $ 15.67 | 3.07% | |
| Toyota | $ 275.40 | 8.53% | 3.90% | $ 404.5 | 8.41% | 4.80 | 8.90% | 24.80% | $ 43.97 | 8.62% | |
| VW | $ 282.90 | 8.76% | 4.30% | $ 433.1 | 9.00% | 8.36 | 15.50% | 23.20% | $ 67.30 | 13.19% | |
| Note for student: Projected Global revenue for in-car connected services by 2030: $81.1 Billion | 
image1
Sales Growth of Whole Market
                        Year
                        0
                        1
                        2
                        3
                        4
                        5
                        6
                        7
                        8
                        9
                        10
                        Your Company
                        187.1
                        192.9001
                        198.8800031
                        205.0452831961
                        211.4016869752
                        217.9551392714
                        224.7117485888
                        231.6778127951
                        238.8598249917
                        246.2644795665
                        253.898678433
                        BMW
                        126.1
                        130.7657
                        135.6040309
                        140.6213800433
                        145.8243711049
                        151.2198728358
                        156.8150081307
                        162.6171634315
                        168.6339984785
                        174.8734564222
                        181.3437743098
                        Toyota
                        275.4
                        286.1406
                        297.3000834
                        308.8947866526
                        320.9416833321
                        333.458408982
                        346.4632869323
                        359.9753551227
                        374.0143939724
                        388.6009553374
                        403.7563925955
                        VW
                        282.9
                        295.0647
                        307.7524821
                        320.9858388303
                        334.7882299
                        349.1841237857
                        364.1990411085
                        379.8595998762
                        396.1935626708
                        413.2298858657
                        430.9987709579
            Sales Growth of the Whole Market
Your Company	187.1	192.90009999999998	198.88000309999995	205.04528319609994	211.40168697517902	217.95513927140956	224.71174858882324	231.67781279507673	238.85982499172408	246.26447956646751	253.89867843302798	BMW	126.1	130.76569999999998	135.60403089999997	140.62138004329995	145.82437110490204	151.21987283578341	156.81500813070738	162.61716343154353	168.63399847851062	174.8734564222155	181.34377430983747	Toyota	275.39999999999998	286.14059999999995	297.30008339999995	308.89478665259992	320.9416833320513	333.45840898200129	346.4632869322993	359.97535512265893	374.01439397244258	388.60095533736779	403.75639259552509	VW	282.89999999999998	295.06469999999996	307.75248209999995	320.98583883029994	334.78822990000282	349.18412378570292	364.19904110848813	379.85959987615308	396.19356267082765	413.22988586567322	430.99877095789714	
Sales Growth Connected Veh. Mar
                        Year
                        0
                        1
                        2
                        3
                        4
                        5
                        6
                        7
                        8
                        9
                        10
                        Your Company
                        3.8
                        4.1876
                        4.6147352
                        5.0854381904
                        5.6041528858
                        6.1757764802
                        6.8057056812
                        7.4998876606
                        8.264876202
                        9.1078935746
                        10.0368987192
                        BMW
                        1.6
                        2.008
                        2.52004
                        3.1626502
                        3.969126001
                        4.9812531313
                        6.2514726797
                        7.8455982131
                        9.8462257574
                        12.3570133255
                        15.5080517235
                        Toyota
                        4.8
                        5.9904
                        7.4760192
                        9.3300719616
                        11.6439298081
                        14.5316244005
                        18.1354672518
                        22.6330631302
                        28.2460627865
                        35.2510863576
                        43.9933557743
                        VW
                        8.4
                        10.3488
                        12.7497216
                        15.7076570112
                        19.3518334378
                        23.8414587954
                        29.3726772359
                        36.1871383546
                        44.5825544529
                        54.925707086
                        67.6684711299
            Sales Growth Connected Vehicle Market
Your Company	3.8	4.1875999999999998	4.6147352000000001	5.0854381904000006	5.6041528858208007	6.1757764801745232	6.8057056811523253	7.499887660629863	8.2648762020141096	9.1078935746195491	10.036898719230743	BMW	1.6	2.008	2.5200399999999998	3.1626501999999994	3.9691260009999989	4.9812531312549986	6.2514726797250226	7.8455982130549025	9.8462257573839018	12.357013325516796	15.508051723523577	Toyota	4.8	5.9904000000000002	7.4760192000000005	9.3300719615999999	11.6439298080768	14.531624400479847	18.13546725179885	22.633063130244967	28.246062786545718	35.251086357609054	43.993355774296099	VW	8.4	10.348800000000001	12.749721600000001	15.7076570112	19.351833437798401	23.841458795367629	29.372677235892919	36.187138354620075	44.582554452891934	54.925707085962863	67.668471129906251	
Option A for Innovation
                        Year
                        0
                        1
                        2
                        3
                        4
                        5
                        6
                        7
                        8
                        9
                        10
                        Sales Traditional
                        183.3
                        190.8153
                        198.6387273
                        206.7829151193
                        215.2610146392
                        224.0867162394
                        233.2742716052
                        242.838516741
                        252.7948959274
                        263.1594866604
                        273.9490256135
                        Sales Connected
                        3.8
                        4.1876
                        4.6147352
                        5.768419
                        7.21052375
                        9.0131546875
                        11.2664433594
                        14.0830541992
                        17.603817749
                        22.0047721863
                        27.5059652328
                        Total Sales
                        187.1
                        195.0029
                        203.2534625
                        212.5513341193
                        222.4715383892
                        233.0998709269
                        244.5407149646
                        256.9215709402
                        270.3987136764
                        285.1642588467
                        301.4549908464
                        Gross Margin Traditional
                        27.495
                        28.622295
                        29.795809095
                        31.0174372679
                        32.2891521959
                        33.6130074359
                        34.9911407408
                        36.4257775112
                        37.9192343891
                        39.4739229991
                        41.092353842
                        Gross Margin Connected
                        0.798
                        0.879396
                        0.969094392
                        1.21136799
                        1.5142099875
                        1.8927624844
                        2.3659531055
                        2.9574413818
                        3.6968017273
                        4.6210021591
                        5.7762526989
                        Total Gross Margin
                        28.293
                        29.501691
                        30.764903487
                        32.2288052579
                        33.8033621834
                        35.5057699203
                        37.3570938463
                        39.383218893
                        41.6160361164
                        44.0949251582
                        46.8686065409
                        R&D and Capital Costs
                        4.1
                        4.133
                        1.16699
                        1.2019997
                        1.238059691
                        1.2752014817
                        1.3134575262
                        1.352861252
                        1.3934470895
                        1.4352505022
                        1.4783080173
                        Notes:
                        Your company grows connected cars at 10.2%/year for 2 years, then grows connected cars at 25%/year.
Your company grows traditional cars at industry growth rate of 4.1 %/year.
Margin for connected cars: 21%.
Margin for traditional cars: 15%.
Numbers shown in billions.
There are two additional R&D costs for this option in year 0 and year 1.
Option B for Innovation
                        Year
                        0
                        1
                        2
                        3
                        4
                        5
                        6
                        7
                        8
                        9
                        10
                        Sales Traditional
                        183.3
                        190.8153
                        198.6387273
                        206.7829151193
                        215.2610146392
                        224.0867162394
                        233.2742716052
                        242.838516741
                        252.7948959274
                        263.1594866604
                        273.9490256135
                        Sales Connected
                        3.8
                        4.1876
                        4.6147352
                        5.0854381904
                        5.6041528858
                        6.1757764802
                        6.8057056812
                        7.4998876606
                        8.264876202
                        9.1078935746
                        10.0368987192
                        Total Sales
                        187.1
                        195.0029
                        203.2534625
                        211.8683533097
                        220.865167525
                        230.2624927196
                        240.0799772864
                        250.3384044017
                        261.0597721294
                        272.2673802351
                        283.9859243327
                        Gross Margin Traditional
                        27.495
                        28.622295
                        29.795809095
                        31.0174372679
                        32.2891521959
                        33.6130074359
                        34.9911407408
                        36.4257775112
                        37.9192343891
                        39.4739229991
                        41.092353842
                        Gross Margin Connected
                        0.798
                        0.879396
                        0.969094392
                        1.06794202
                        1.176872106
                        1.2969130608
                        1.429198193
                        1.5749764087
                        1.7356240024
                        1.9126576507
                        2.107748731
                        Total Gross Margin
                        28.293
                        29.501691
                        30.764903487
                        32.0853792879
                        33.4660243019
                        34.9099204967
                        36.4203389338
                        38.0007539199
                        39.6548583915
                        41.3865806497
                        43.2001025731
                        R&D and Capital Costs
                        1.1
                        1.133
                        1.16699
                        1.2019997
                        1.238059691
                        1.2752014817
                        1.3134575262
                        1.352861252
                        1.3934470895
                        1.4352505022
                        1.4783080173	
                        Notes:
                        Your company grows connected cars at 10.2%/year.
Your company grows traditional cars at industry growth rate of 4.1 %/year.
Margin for connected cars: 21%.
Margin for traditional cars: 15%.
R&D and Capital Costs grow at a rate of 3%.
image1
        
>
            MBA 5
8
0 Power BI User Manual
        
Contents
Getting Started With Power BI
2
Introduction
2
Access Power BI From the VDI
2
Importing Files to Power BI
4
Directions for Plotting Milestone Two Pie Charts
8
Plot Chart 1: Market Share Percentage for Cars and Trucks Now
8
Plot Chart 2: Market Share Percentage for Cars and Trucks in 2030
11
Plot Chart 3: Market Share Percentage for Connected Cars and Trucks Now
12
Plot Chart 4: Market Share Percentage for Connected Cars and Trucks in 2030
12
Capturing Pie Chart Screenshots
12
Exporting Your Power BI File as a PDF
13
Capturing Screenshots
14
Getting Started With Power BI
            Introduction
        
Power BI allows users to visualize and present data in a way that is easy to understand and analyze. You will access Power BI from a
            virtual desktop interface (VDI) included in your course.
        
            Access Power BI From the VDI
        
Follow these steps to access Power BI:
1. Navigate to the VDI Access area in your Brightspace course. Click the
            VDI Access link to access the virtual student lab.
        
2. Select the appropriate student lab for your course. For guidance, review the
            VDI Instructions document (linked in the VDI Access area of the course).
        
3. Allow a few minutes for the software and resources to load to the VDI.
Note: You may receive various notifications when accessing and using the VDI desktop and Power BI. Complete requested tasks or close the notifications as appropriate.
4. Select the
            Power BI Desktop icon from the VDI home screen.
        
Note: The icon may be in a different location each time you open the desktop.
5. The Power BI homepage opens.
            Importing Files to Power BI
        
Once the Power BI homepage is displayed, close any pop-up windows and follow these steps:
1. Click the
            Excel Workbook icon to open the files for MBA 580.
        
2. Select
            File in the top menu on the Power BI homepage.
        
3. On the left-hand side, click
            Get Data.
        
4. On the Get Data screen, click
            Text/CSV.
        
5. Select
            Desktop and then
            Business Analytics Course Content.
        
6. Select the folder for
            MBA 580.
        
7. Open the
            MBA 580 Comparative Growth Data file.
        
8. In the Data Set Preview window, click
            Load.
        
9. The data will load into the Data pane on the right side of the screen. Select the arrow to see the data attributes needed for your analysis.
10. You’re now ready to create the Milestone Two Assignment pie charts for analysis.
            Directions for Plotting Milestone Two Pie Charts
        
            Plot Chart 1: Market Share Percentage for Cars and Trucks Now
        
Follow these steps:
1. Select the
            pie chart icon from the Visualizations pane on the right side of the screen.
        
2. Select and drag the corner of the pie chart. Resize it to fill the window.
3. Select the attribute
            Markets and Competitors from the Data pane.
        
4. The
            Market and Competitors attribute self-populates in the Legend field of the Visualization pane.
        
5. Select the attribute
            Market Share Percentage for Cars and Trucks Now from the Data pane. The attribute self-populates in the Values field of the Visualizations pane.
        
6. You’ve now created the chart needed to analyze the existing market share of cars and trucks now (Values) for your company and competitor companies (Legend).
Click the
            Save icon
             in the upper left, name the file, and click the
            Save button.
        
7. You’ll repeat these steps to create the remaining three charts. To add pages for the other charts, you’ll click the
            plus icon at the bottom of the screen.
        
            Plot Chart 2: Market Share Percentage for Cars and Trucks in 2030
        
Follow these steps:
1. Click the
            plus icon to add a new page to your file.
        
2. Add a
            pie chart to
            page 2 of your file. Resize the chart to fill the window.
        
3. Select these Data pane attributes to populate the Visualizations pane:
· Legend:
            Markets and Competitors
        
· Values:
            Market Share Percentage for Cars and Trucks in 2030
        
4. Click
            Save.
        
            Plot Chart 3: Market Share Percentage for Connected Cars and Trucks Now
        
Follow these steps:
        1. Click the
            plus icon to add a new page to your file. 
2. Add a
            pie chart to
            page 3 of your file. Resize the chart to fill the window.
        
3. Select these Data pane attributes to populate the Visualizations pane:
        · Legend:
            Markets and Competitors 
· Values:
            Market Share Percentage for Connected Cars and Trucks Now
        
        4. Click
            Save. 
            Plot Chart 4: Market Share Percentage for Connected Cars and Trucks in 2030
        
Follow these steps:
1. Select the
            plus icon to add a new page to your file.
        
2. Add a
            pie chart to
            page 4 of your file. Resize the chart to fill the window.
        
3. Select these Data pane attributes to populate the Visualizations pane:
        · Legend:
            Markets and Competitors 
· Values:
            Market Share Percentage for Connected Cars and Trucks in 2030
        
        4. Click
            Save. 
You’ve now created the required charts for Milestone Two.
            Capturing Pie Chart Screenshots
        
Capture one screenshot for each pie chart. Paste the screenshots directly into your Milestone Two submission. You can capture your screenshots directly from Power BI or export your file to a PDF and then capture your screenshots.
Directions for exporting your Power BI file to a PDF and for capturing screenshots are included below.
Exporting Your Power BI File as a PDF
Follow these steps to generate a PDF from your Power BI file:
1. Select
            File in the top menu.
        
2. Select
            Export in the left-hand pane.
        
3. Click
            Export to PDF.
        
4. The PDF opens. You’re now ready to capture screenshots.
            Capturing Screenshots
        
PC Users
Follow these steps to capture a portion of your screen:
1. Press
            Windows Key + Shift + S to open the Snipping Tool.
        
2. Select the area of your screen to capture.
3. The screenshot is saved to your clipboard.
4. Paste the screenshot from your clipboard directly into your submission.
        Mac Users
        Follow these steps to capture a portion of your screen:
1. Press and hold
            Shift – Command – 4.
        
2. Move the crosshair to where you want to start the screenshot.
3. Press and drag the mouse button or trackpad to select the area you want to capture.
4. Release the mouse or trackpad button to take the screenshot.
5. The screenshot will be saved as a PNG file on your desktop.
6. Insert the image into your submission.
Here’s an example of a screenshot taken from a PDF:
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1
Strategic Integration of IoT in Trucks and Cars
Student’s Name
Institution
Course number and name
Assignment due date
Internal Memo: Strategic Integration of IoT in Trucks and Cars
            To: Senior Management
            From: IT Department
            Date: 10/January//2024
            Subject: Strategic Integration of IoT in Trucks and Cars
        
Feasibility of the IoT Product Line: Is It Real?
The implementation of IoT technology in the company’s trucks and cars is a plausible and essential change to make to keep up with the competition. Such IoT applications are already in high demand by consumers and businesses as they seek to make vehicles more convenient, safe, and efficient. IoT offers several capabilities such as real-time tracking, predictive maintenance, and connectivity that are in line with customer preferences and the market. Furthermore, the logistics and fleet management industries are in constant search of ways to minimize costs while increasing efficiency, which makes the integration of IoT a valuable proposition (Hopkins & Hawking, 2018).
The market size for connected vehicles is huge and is expected to grow at a tremendous pace. This demand shows there is much potential for targeting a market that is interested in new features and improved performance. From a production perspective, the currently available technologies and collaborations with IoT solution providers ensure that it is possible to manufacture these vehicles within reasonable time and costs (Hopkins & Hawking, 2018). When done right, the final product will meet the market needs sufficiently and place the company ahead of its competitors.
Ability to Win Market Share: Can We Win?
In order to be competitive, the company’s IoT enabled vehicles need to offer some additional features that would set them apart from the competitors and, at the same time, ensure that they are better in every way. Implementing such features as artificial intelligence-based diagnostic tools, the ability to adjust the interface according to the user’s preferences, or sophisticated safety features can make this product stand out from the competition (Desai & Phadke, 2017). Working with key IoT suppliers and using proprietary technologies will make sure that the vehicles stay cutting-edge and efficient.
The competitors might increase the pace of their IoT initiatives in response to the company’s actions, but the company can preserve its advantages through ongoing innovation and customer-oriented offerings. Market research will reveal emerging trends and customer needs that will be invaluable in responding to changes as they occur. In this context, marketing initiatives should be synchronized with the changes in customer needs and expectations.
Potential Benefits of Producing IoT-Enabled Vehicles: Is It Worth Doing?
The profitability of IoT-integrated vehicles is high, particularly in the light of the growing demand for advanced safety and efficiency boosting features that consumers and businesses are willing to pay for (Ferrari, 2022). While the initial costs of development are high, the revenue streams in the long run reduce the risks involved. Tactically, introducing IoT-enabled vehicles is in line with the company’s growth objectives. This initiative not only fulfills the current market needs but also sets up the company for future market dominance in areas like autonomous driving and smart city integration (Menon et al., 2022). The initiative will probably be well received at the corporate level since it is consistent with the company’s strategic vision and may create new business streams.
Strategic Importance of IoT and Connected Cars
The incorporation of IoT in trucks and cars is a business necessity for the company since it fulfills the changing customer demands and places the company at a vantage point in the advancing digital automotive market. Consumers today require not just mere mobility solutions, but vehicles that are smart and connected devices that improve their lives. Satisfying these expectations guarantees customer loyalty and the company’s long-term position in the market.
Other competitors are also expected to intensify their IoT strategies in relation to our development strategies, however, the firm’s ability to adapt and focus on customer-centric innovations will help to maintain leadership. Through such actions, the company can effectively seize the opportunity and become the industry leader in connected vehicle technology, which will in turn create a competitive advantage. By leveraging on these trends early enough, the company will be in a position to improve on its brand image, gain new customers and position itself as a leading company in the automotive industry.
References
Desai, M., & Phadke, A. (2017). Internet of Things based vehicle monitoring system. In 
            2017 fourteenth international conference on wireless and optical communications networks (WOCN) (pp. 1-3). IEEE.
        
Ferrari, E. (2022). IoT-enabled environmental monitoring for autonomous vehicle safety. 
            Journal of ai-assisted scientific discovery, 
            2(1), 86-107.
        
  Hopkins, J., & Hawking, P. (2018). Big Data Analytics and IoT in logistics: a case study. 
            The International Journal of Logistics Management, 
            29(2), 575-591.
        
Menon, V. G., Jacob, S., Joseph, S., Sehdev, P., Khosravi, M. R., & Al-Turjman, F. (2022). An IoT-enabled intelligent automobile system for smart cities. 
            Internet of Things, 
            18, 100213.