Multi-Point RCNN for Predicting Deformation in Deep Excavation Pit

Accurate prediction and forecasting of soil mass deformation in deep excavation pits are pivotal for risk monitoring and safety assessment. ... are predominantly concentrated within the range of ...

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How to Calculate Excavation Work (or) Volume of …

1.Handmade excavation – The Soil or sand or rock is excavating by Humans. 2. Machinery made excavation-The Soil or sand or rock is excavating by machineries. Volume of Excavation is, For Example:-Size of Footing …

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ESTIVATE: A model for calculating excavator productivity and output

ESTIVATE utilized a multiple regression (MR) equation to predict machine cycle time and subsequently, on the basis of this, to estimate machine output and excavation costs.

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Standard Productivity of Machinery.pdf

STANDARD PRODUCTIVITY RATES (based on 10 hrs per day) 3…..> 2.50 piles/day 5.0 Concrete Works 5.1 Blinding Concrete (Mixing by us) Plant =1 No Mixer machine (14/10) =1 No Dumper Labour for Mixing Mixer Operator =1 No Labour for Aggregates =2 Nos Labour for Sand =2 Nos Labour for Cement =1 No. Labour for Placing Labour for Dumper to Trolley =1 ...

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Predicting existing tunnel deformation from adjacent foundation pit

For instance, during a foundation pit excavation near the Century Avenue Station of Ningbo Metro Line 1, increased settlement in the local metro section affected the operation of the existing metro line [4]. Additionally, unexpected water influx during pit construction can further disturb the well-connected state of the existing tunnel.

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Productivity Guide: Excavators 45 to 50 metric tons

It's these basic equipment use principles that make excavators in the 45- to 50-metric-ton class so desirable to contractors. These machines are slightly larger than the most …

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Design acceptance criteria for operating open-pit …

Sources of uncertainty that can impact the stability of a pit slope (modified from Steffen et al., 2008) …

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Evaluating Excavation Equipment Productivity Constant for …

The factors affecting the output of excavators are numerous and such a study can help in identifying the factors and for assuming a realistic production figures. The cost of any project will

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Comparing Excavator Productivity: 6 to Over 50 Tons

In closing, recognizing the productivity range of excavators, from 6-ton models to those exceeding 50 tons, is fundamental for construction projects. Excavator size is a key …

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Rockburst criterion and evaluation method for potential …

Four diversion tunnels (i.e. tunnels Nos. 1e4) run parallel to each other and connect the sluice and powerhouse, each of them being approximately 16.7 km long.

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Artificial intelligence approach to calculation of hydraulic …

as a wide range of excavation buckets. Despite the excavator' s dominance within the mining sector, however, the derivation of accurate machine cycle-time performance (as an indication of machine production output) remains problematic for the plant owner. Typically, a machine cycle includes: excavation,

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Excavation Time Calculator

What Does the Excavation Time Calculator Do? The Excavation Time Calculator takes the following inputs: Excavation Volume (m³): The total volume of soil or material to be excavated. Excavation Rate (m³/hour): The rate at which the machine or equipment excavates per hour. Cost per Hour ($): The cost of operating the excavation equipment per hour. Outputs:

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Intelligent Monitoring System for Deep Foundation Pit Based on …

Underground space development has significantly increased the depth, scale, and complexity of foundation pit engineering. However, monitoring systems lack mechanical analysis models and fail to predict and control construction risks. Additionally, the foundation pit model could not be updated based on on-site observed data, leading to inaccurate predictions. This …

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EXCAVATION MAN HOUR

Below are the list of excavation man hour either using an excavator or manual labor only. Man hours are listed are either per 100 cubic meter or per cubic meter.

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Rate Analysis of Excavation in Earthwork -Calculate Cost of Excavation

Method of excavation - manual excavation or mechanical excavation; Capacity of labor for manual excavation; Capacity of equipment for mechanical excavation and their cost per unit quantity. Water charges if used; Profit of contractor; We will see an example of excavation of soft soil for a depth up to 1.5m and lead distance of 50m per 10m 3 of ...

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Development and Application of Similar Materials for Foundation Pit

Development and Application of Similar Materials for Foundation Pit Excavation Model Test of Metro Station. December 2022; Applied ... the adjustment range is 42.0–279.0 MPa for the elastic ...

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Spatio-temporal prediction of deep excavation-induced ground …

Typically, construction of a foundation pit involves the excavation of a large volume of soil, which tends to cause uneven ground settlement. It can be recognized as a key safety risk and managerial target to the stability of the environment during the excavation process (Mohammadi and Azad, 2021), leading to damage and even accidents.As investigated, some …

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Explainable deep learning-based dynamic prediction of surface

The SHAP method is a state-of-the-art technique used to explain the output of complex machine learning models. Inspired by game theory, The SHAP analysis centers on the equitable distribution of both gains and costs among participants in a collaborative setting. ... The effects of pit excavation on the four SS points vary due to their different ...

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Rate Analysis of Excavation in Earthwork: February 2025

The cost of a Backhoe excavator machine for 10 m 3 = 0.050 Day x 7000 Rs. (This took in CPWD) As per the same calculation for Tractor/Dumper = 0.050 Day x 2000 Rs. (This took in CPWD) ... So JCB can Excavate 5 to 6 Excavation Pit can dig. How to …

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Excavation Pits: Calculation Methods | SpringerLink

The FEM can, however, be of importance if the range of validity of the classical earth pressure theory and the empirical basis of the EAB are abandoned. This applies in particular to complex geometry or flexible anchors and flexible walls. ... e.g. because of the sensitivity of machines, for excavation pits with an anchorage steeper than 35°.

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Safe Operating Procedure On safety aspects of excavation …

Page: 2 / 15 Definitions Foundation pit: a working space for the foundations of structures and for the duration of the work, which is marked out, delimited and secured below ground level. Foundation trench: a foundation pit for a relatively narrow and long base (e.g. strip footing, strip footing, beam footing). Undercutting: the excavation, undercutting and sinking of a near …

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Range Of Output For Machine Excavation Pit

In this study, a flexible excavation assessment (EXCASS) system was developed with two components, the geological strength index (GSI) and the point load strength index (Is50). In …

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Euipment Output per Day

Average output of Road Grader 400-500 m 2 /day; Average output of Asphalt Distributor 2,400 m 2 /day; Average output of Transit Mixer 30 m 3 /day (8 trips – 4 cu. m. cap) Average output of one gang; For clearing & grubbing 4,000 m 2 …

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Predicting existing tunnel deformation from adjacent foundation pit

The impact of adjacent foundation pit excavation on existing tunnel deformation cannot be ignored. Adjacent foundation pit excavation safety risk controls for existing tunnels primarily involve controlling the existing tunnel deformation [6].Accurately predicting and implementing control measures for the existing tunnel deformation caused by AFPC is vital for …

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How to Perform Rate Analysis for Earth Excavation? …

Manual or machine excavation method or the combination of both is used for earth excavation. ... The respective area codes of a region or a country follow a specific rate of labor productivity and a specific labor output constant. ...

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Excavator Productivity Calculator

The advanced version of this calculator incorporates additional parameters such as excavation depth, area, and machine efficiency to provide a more accurate productivity calculation. Use the calculate button when all known values have been entered and use the reset button when you want to clear the values from the calculator. Enter the total ...

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Two-stage surrogate modeling strategy for predicting foundation pit

This foundation pit was located at Xiangyang North Road in the east and Donghu Road in the west, and the whole foundation pit was divided into three parts for excavation, as shown in Fig. 11. The No. 2 foundation pit covered an area of 4400 m 2 and was only 3.8 m away from Metro Line 1. The project data are sourced from the literature

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Auto machine learning-based modelling and prediction of excavation

As for numerical modelling, Li et al. (2018a) used ABAQUS to simulate the response of an adjacent tunnel under different excavation methods of foundation pit. Shi et al. (2019) aimed to explore the most preferable excavation geometry of a basement, which can have a minimum impact on an existing tunnel.

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How to determine Output and Cycle time of an Earth Moving …

Different earth moving equipment have optimum output and cycle times which can be used as a basis for estimating anticipated productivity taking into account the tasks …

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Research on the influence of foundation pit excavation on the …

Ng et al. (2013) used a centrifuge model test to simulate the influence of foundation pit excavation on adjacent tunnels in dry sand and showed that the maximum settlement of the side tunnel caused by foundation pit excavation was 0.014% of the final excavation depth of the foundation pit. The influence of the pit excavation on the longitudinal ...

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