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Productivity Improvements in Construction Transport Operation through Lean Thinking and Systems of Systems
Mälardalen University, School of Innovation, Design and Engineering, Embedded Systems. RISE.ORCID iD: 0000-0003-1974-6278
2021 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The purpose of a quarry is to extract rock material to deliver gravel and raw material to its customers. The products can be further processed to e.g., extract minerals such as iron or to produce cement and asphalt. These products are an important input to the construction and maintenance of road infrastructure, buildings, and more. The operation of quarry and road work sites is similar to the manufacturing industry since it contains sequential processes to produce the output product. Within the operation, there are cyclic transport activities that in general are not synchronized and controlled in real-time towards the overall throughput. This fact indicates a potential to increase productivity but also points at unsolved challenges.

This thesis investigates how Lean and systems thinking combined with real-time control and optimization technologies can be used to improve productivity and safety in the transport operation within quarry and road construction. The main contributions are the identified operational improvements, its use cases, the system design constraints, operational characteristics, and models as well as assessed impact in productivity, energy efficiency, and safety.

The results include the development and demonstration of a method based on Lean value stream mapping, for identifying wastes in sequential processes and activities including mobile earthmoving machines. Operational wastes of 33% are presented from real world operations. Related fuel savings of 42% are measured in controlled environments. Further, the thesis presents and assesses a system design for transport optimization purpose. A study of how wireless communication and vehicular ad-hoc networks (VANET) can be utilized and its performance within the quarry and road construction operation is presented. The main system requirements and constraints are identified, and the trade-offs are discussed in terms of system design with a system of systems perspective. Energy consumption models are developed for optimization purposes and the key characteristics of real world operation is identified. Finally, a prototype system has been developed and tested in controlled and operative environments. In controlled trials, a fuel reduction of 20% for individual machines was obtained using the suggested optimization technique.

Place, publisher, year, edition, pages
Västerås: Mälardalen university , 2021.
Series
Mälardalen University Press Dissertations, ISSN 1651-4238 ; 350
National Category
Computer and Information Sciences Computer and Information Sciences
Research subject
Computer Science
Identifiers
URN: urn:nbn:se:mdh:diva-56306ISBN: 978-91-7485-532-6 (print)OAI: oai:DiVA.org:mdh-56306DiVA, id: diva2:1606725
Public defence
2021-12-16, Lambda och Zoom/Teams, Mälardalens högskola, Västerås, 09:15 (English)
Opponent
Supervisors
Available from: 2021-10-28 Created: 2021-10-28 Last updated: 2021-11-25Bibliographically approved
List of papers
1. Evaluation of Wireless Short-Range Communication Performance in a Quarry Environment
Open this publication in new window or tab >>Evaluation of Wireless Short-Range Communication Performance in a Quarry Environment
2013 (English)In: 2013 International Conference on Connected Vehicles and Expo (ICCVE), 2013, p. 308-313Conference paper, Published paper (Refereed)
National Category
Computer Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-26311 (URN)10.1109/ICCVE.2013.6799812 (DOI)
Conference
The 2nd International Conference on Connected Vehicles & Expo (ICCVE), Las Vegas, Dec 2-6, 2013
Projects
ITS-EASY
Available from: 2014-10-29 Created: 2014-10-29 Last updated: 2021-10-28Bibliographically approved
2. Lean Speed Optimization Applied to a Cyclic Haul Operation
Open this publication in new window or tab >>Lean Speed Optimization Applied to a Cyclic Haul Operation
2016 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Cyclic haul operations are iterative transport operations, often performed by several haulers in a production work step. Cyclic haul operations are common in mining and quarry operations where the purpose of the haul work step is to move mass a relatively short distance e.g., from blasted rock supplies to the mass crushing and separation facility. The operation can include one or several haulers that perform the work simultaneously. When several haulers are used, they are generally not synchronized in an optimized way and operative variations and changes continuously affects the operation. An example of such variations can be that the driving speed and time required for certain maneuvers varies depending on driver skills and machine capacity. An operative change can be that the loading position is moved, leading to changed routes and varying distances. The operative characteristics of the haul work step indicates that there rarely exists a static state that the operators can learn to do efficiently. Our previous research has shown that haul operations can have a fuel reduction potential of up to 40%, depending on the operation characteristics and wastes such as unnecessary stops and waiting. This paper presents and assesses a system solution in a decentralized control system that calculates and advices operators with a speed for just in time arrival to a destination. The purpose of the system is to reduce fuel consumption with an obtained production rate. The system assessment shows that while production rate is obtained, fuel is reduced by up to 20% compared to base line operation in a simple quarry haul work step, including three haulers.

Keywords
Cyclic Haul operations, Earthmoving equipment, Hauler Automation, Vehicle Automation, Commercial Vehicles, Autonomous Operation, Fleet Management, Lean Construction
National Category
Computer Systems
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-48048 (URN)
Conference
24th World Mining Congress, Rio de Janeiro, October 18-21, 2016.
Available from: 2020-05-28 Created: 2020-05-28 Last updated: 2021-10-28Bibliographically approved
3. Energy savings by wireless control of speed, scheduling and travel times for hauling operation
Open this publication in new window or tab >>Energy savings by wireless control of speed, scheduling and travel times for hauling operation
2014 (English)In: IEEE Intelligent Vehicles Symposium, Proceedings, 2014, p. 1115-1120Conference paper, Published paper (Refereed)
Abstract [en]

A Quarry and Aggregate production site consist of sequential production processes and activities to process and produce the output products. Compared to a fixed manufacturing plant, the quarry processes involve mobile machines such as wheel loaders, trucks and articulated haulers and a highly dynamic road infrastructure. Today, the mobile machines are generally not synchronized or controlled towards the overall throughput of the site in real time. This indicates a general improvement potential in increased productivity at quarry sites, but also unsolved challenges for the same reason. Assuming a wireless control system that controls speed and throughput of the different processes and activities, there would be a fuel reduction potential in controlling the mobile machines. This optimization requires models of machine fuel consumption for different applications, velocities and travel times. The main contribution of this paper is the presentation of fuel measurements based on different speeds, site application characteristics and travel times for hauling operation. The fuel measures reveal important aspects regarding how different velocities impact fuel consumption. The results of fuel measurements show a potential in fuel savings of up to 42% and a typical improvement of 20-30% depending on machine speeds, travel times, application and site characteristics. Based on this, some of the applications and challenges in wirelessly controlling machines are discussed.

Series
IEEE Intelligent Vehicles Symposium, Proceedings
Keywords
Advanced Driver Assist Systems, Fuel Measurements, Hauling optimization, Vehicle Control
National Category
Other Engineering and Technologies
Identifiers
urn:nbn:se:mdh:diva-25797 (URN)10.1109/IVS.2014.6856451 (DOI)000346153100177 ()2-s2.0-84905382501 (Scopus ID)9781479936380 (ISBN)
Conference
25th IEEE Intelligent Vehicles Symposium, IV 2014, 8 June 2014 through 11 June 2014, Dearborn, MI, USA
Available from: 2014-08-20 Created: 2014-08-20 Last updated: 2021-10-28Bibliographically approved
4. Design and Evaluation of a System of Systems Architecture for the Optimization of a Cyclic Transport Operation
Open this publication in new window or tab >>Design and Evaluation of a System of Systems Architecture for the Optimization of a Cyclic Transport Operation
2021 (English)Conference paper, Published paper (Refereed)
Abstract [en]

Cyclic transport missions involving fleets of vehicles are common in quarry and mining operations and have shown to have a significant potential for energy optimization. Vehicles such as articulated haulers and dump trucks utilized in transport missions can be of different brand, type and have different performance characteristics such as engine power, traction and load. Vehicles may also be operated and owned by different organizations as they can be subcontracted to an operation. The transport operation characteristics include stochastic behaviors and activity times that fluctuate over time, and hence real-time control is required for efficient optimization. As the vehicles are mobile, wireless communication also needs to be available. As the constituent systems (vehicles) have managerial and operational independence, a system of systems approach is applicable. This paper provides an overview of the key characteristics and requirements for such a system and discusses the pros and cons of acknowledged and directed system architectures. Further, a case study is presented where an acknowledged system of systems is implemented in a real world mine and evaluated through a qualitative assessment of an operator assistive optimization system. Key findings include the drawbacks and characteristics of the architecture approaches. Further challenges and potential for automation and production control of a larger process system are described.

Place, publisher, year, edition, pages
Västerås: , 2021
National Category
Computer and Information Sciences
Research subject
Computer Science
Identifiers
urn:nbn:se:mdh:diva-56305 (URN)10.1109/sose52739.2021.9497486 (DOI)000709094100019 ()2-s2.0-85112468573 (Scopus ID)978-1-6654-4454-5 (ISBN)978-1-6654-4455-2 (ISBN)
Conference
16th International System of Systems Engineering Conference (SoSE), 14-18 June 2021
Available from: 2021-10-28 Created: 2021-10-28 Last updated: 2021-11-11Bibliographically approved
5. Using wireless communication to improve road safety and quality of service at road construction work sites (Poster)
Open this publication in new window or tab >>Using wireless communication to improve road safety and quality of service at road construction work sites (Poster)
2012 (English)In: 2012 IEEE Vehicular Networking Conference: Proceeding, IEEE , 2012, p. 152-156Conference paper, Poster (with or without abstract) (Refereed)
Abstract [en]

This paper investigates how wireless communication and vehicular ad hoc network (VANET) based technologies can be applied in relation to road construction work sites to improve safety and increase efficiency and sustainability. It discusses how to design the flow of data for a number of functions and how to operate the functions at the work site even at low VANET penetration rates. The applications described identify the potential in increased productivity at a road construction site and how increased visibility of site activities impact on traffic and improved road safety. It also highlights important implementation considerations and the need of availability and utilization of open standards for this purpose. © 2012 IEEE.

Place, publisher, year, edition, pages
IEEE, 2012
Series
IEEE Vehicular Networking Conference, VNC, ISSN 2157-9857
Keywords
Cooperative Systems, ETSI-G5, M2X, Road construction work site, V2X, VANET, Vehicular Communication, Wireless Communication
National Category
Engineering and Technology
Identifiers
urn:nbn:se:mdh:diva-18333 (URN)10.1109/VNC.2012.6407424 (DOI)000315437900021 ()2-s2.0-84873948532 (Scopus ID)9781467349963 (ISBN)
Conference
2012 IEEE Vehicular Networking Conference, VNC 2012, 14 November 2012 through 16 November 2012, Seoul
Available from: 2013-03-04 Created: 2013-03-04 Last updated: 2021-10-28Bibliographically approved
6. LEAN METHOD TO IDENTIFY IMPROVEMENTS FOR OPERATION CONTROL AT QUARRY SITES
Open this publication in new window or tab >>LEAN METHOD TO IDENTIFY IMPROVEMENTS FOR OPERATION CONTROL AT QUARRY SITES
2013 (English)In: 30th International Symposium of Automation and Robotics in Construction and Mining (ISARC 2013), 2013Conference paper, Published paper (Refereed)
Abstract [en]

The operation of Quarry and Aggregate sites are similar to factory production, since it contains sequential production processes, tasks and activities to produce the output product. Compared to the plant though, the quarry processes are generally not synchronized and controlled towards the overall throughput of the site in real time. Some quarries control parts of the production but do generally not utilize real-time technologies for the whole site and all its activities. This fact indicates a general improvement potential in increased productivity at quarry sites, but also unsolved challenges for the same reason. The main contribution of this paper is the presentation of a Lean based method for how to describe the processes to identify control improvement potential within a site. The aim of the identified improvements is to increase overall site productivity by optimizing site, fleet and machine utilization towards the overall throughput, and minimizing operational expenses and inventories. Further the paper exemplifies the methodÂ’s usability with field studies at operational quarry plants successfully identifying and quantifying potential wastes and improvements. In addition the identified productivity improvements based on increased control and automation indicate challenges and needs in wireless communication and sensing technologies.

National Category
Engineering and Technology
Identifiers
urn:nbn:se:mdh:diva-21394 (URN)978-1-926872-16-2 (ISBN)
Conference
30th International Symposium on Automation and Robotics in Construction (ISARC 2013), August 11 to 15, 2013, Montréal, Canada
Projects
ITS-EASY Post Graduate School for Embedded Software and Systems
Available from: 2013-09-16 Created: 2013-09-11 Last updated: 2021-10-28Bibliographically approved
7. Characteristics and Models for Energy Optimization of Cyclic Transport Operations in Mining
Open this publication in new window or tab >>Characteristics and Models for Energy Optimization of Cyclic Transport Operations in Mining
(English)Manuscript (preprint) (Other academic)
Abstract [en]

There is a large potential in automation and optimization of transports within quarry and mining, but operational models and characteristics for this purpose are lacking. This paper aims to provide insight into cyclic transports and the parameters that affect energy consumption and productivity. For this purpose, data from machines in operation has been collected and analyzed. The paper presents and discusses the characteristics of the operation identified, develops models for energy consumption and productivity, and discusses its relation for optimization and automation purposes. A conclusion is that there are stochastic fluctuations in activity times that need continuous real-time control for an optimization system to be effective. The method used in the paper resulted in regression models for cycle energy cost and hauler fuel rate, which provide both correlation and significance, which is promising for future validation and use in optimization control systems.

National Category
Computer and Information Sciences
Identifiers
urn:nbn:se:mdh:diva-56304 (URN)
Available from: 2021-10-28 Created: 2021-10-28 Last updated: 2021-11-02Bibliographically approved

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Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
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  • Other style
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  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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Output format
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